Qwen3-4B-Chemical-RLSD-TR/artifacts/output.log

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Checkpoint tracker file does not exist: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/chemistry/qwen3gen-chemistry-RLSD_TR-Qwen-Qwen3-4B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/latest_checkpointed_iteration.txt
Training from scratch
Training Progress:   9%|▉         | 9/100 [06:11<1:04:14, 42.35s/it]
step:1 - global_seqlen/min:15161 - global_seqlen/max:20443 - global_seqlen/minmax_diff:5282 - global_seqlen/balanced_min:18656 - global_seqlen/balanced_max:18662 - global_seqlen/mean:18660.5 - actor/entropy:0.227603480219841 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6292527914047241 - training/rollout_probs_diff_mean:0.006219237111508846 - training/rollout_probs_diff_std:0.016583416610956192 - training/rollout_actor_probs_pearson_corr:0.9972637891769409 - self_distillation/success_group_fraction:0.78125 - self_distillation/success_sample_fraction:0.77734375 - self_distillation/correct_sample_fraction:0.5546875 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.77734375 - rollout_corr/rollout_is_mean:1.000045657157898 - rollout_corr/rollout_is_ratio_fraction_high:0.00010812628897838295 - rollout_corr/rollout_is_ratio_fraction_low:0.00013215435319580138 - rollout_corr/rollout_is_max:7.675390720367432 - rollout_corr/rollout_is_min:0.19046327471733093 - rollout_corr/rollout_is_std:0.047792982310056686 - rollout_corr/rollout_is_eff_sample_size:0.9977207990084411 - rollout_corr/rollout_is_seq_mean:1.000111699104309 - rollout_corr/rollout_is_seq_std:0.0032105317804962397 - rollout_corr/rollout_is_seq_max:1.0260839462280273 - rollout_corr/rollout_is_seq_min:0.9926905632019043 - rollout_corr/rollout_is_seq_max_deviation:0.026083946228027344 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.269956030882895) - rollout_corr/training_log_ppl:np.float64(0.23531292796542402) - rollout_corr/kl:np.float64(0.001176612532361787) - rollout_corr/k3_kl:np.float64(0.0012883886294048352) - rollout_corr/rollout_ppl:np.float64(1.2684132866561413) - rollout_corr/rollout_log_ppl:np.float64(0.23413631394214462) - rollout_corr/log_ppl_diff:np.float64(0.0011766140232793987) - rollout_corr/log_ppl_abs_diff:np.float64(0.0023820645874366164) - rollout_corr/log_ppl_diff_max:np.float64(0.009120479226112366) - rollout_corr/log_ppl_diff_min:np.float64(-0.006215203553438187) - rollout_corr/ppl_ratio:np.float64(1.0011813363526016) - rollout_corr/chi2_token:np.float64(0.0033419926185160875) - rollout_corr/chi2_seq:np.float64(0.7175239583011717) - actor/pg_loss:np.float64(0.0017848979914560914) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0) - actor/ppo_kl:np.float64(0.0) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.77734375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.77734375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.5546875) - self_distillation/token_reweight_w_mean:np.float64(149848.50953566656) - self_distillation/token_reweight_w_std:np.float64(2183327.3896330735) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.003698990214616) - self_distillation/token_reweight_w_clip_frac:np.float64(0.11359061126131564) - self_distillation/empty_target_batch:np.float64(0.22265625) - actor/grad_norm:np.float64(0.7533117979764938) - perf/mfu/actor:np.float64(0.027145070230281433) - perf/max_memory_allocated_gb:np.float64(116.94684362411499) - perf/max_memory_reserved_gb:np.float64(121.140625) - perf/cpu_memory_used_gb:np.float64(154.0656394958496) - actor/lr:np.float64(0.0) - training/global_step:1 - training/epoch:0 - critic/score/mean:0.5546875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.5546875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0038459920324385166 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0038459920324385166 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:325.140625 - response_length/max:832.0 - response_leng
step:2 - global_seqlen/min:17405 - global_seqlen/max:27636 - global_seqlen/minmax_diff:10231 - global_seqlen/balanced_min:20974 - global_seqlen/balanced_max:23605 - global_seqlen/mean:21303.875 - actor/entropy:0.2105097621679306 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.621828019618988 - training/rollout_probs_diff_mean:0.005872448440641165 - training/rollout_probs_diff_std:0.016020672395825386 - training/rollout_actor_probs_pearson_corr:0.9972701668739319 - self_distillation/success_group_fraction:0.5625 - self_distillation/success_sample_fraction:0.55859375 - self_distillation/correct_sample_fraction:0.3828125 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.55859375 - rollout_corr/rollout_is_mean:0.9998953938484192 - rollout_corr/rollout_is_ratio_fraction_high:5.6403488997602835e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00019177186186425388 - rollout_corr/rollout_is_max:2.5879361629486084 - rollout_corr/rollout_is_min:0.23851390182971954 - rollout_corr/rollout_is_std:0.047345660626888275 - rollout_corr/rollout_is_eff_sample_size:0.99776304607302 - rollout_corr/rollout_is_seq_mean:0.9999005198478699 - rollout_corr/rollout_is_seq_std:0.002932196483016014 - rollout_corr/rollout_is_seq_max:1.0083532333374023 - rollout_corr/rollout_is_seq_min:0.9910140633583069 - rollout_corr/rollout_is_seq_max_deviation:0.008985936641693115 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2692418885417283) - rollout_corr/training_log_ppl:np.float64(0.235447489049875) - rollout_corr/kl:np.float64(0.0012569587911386293) - rollout_corr/k3_kl:np.float64(0.001248163497166388) - rollout_corr/rollout_ppl:np.float64(1.2676085638813674) - rollout_corr/rollout_log_ppl:np.float64(0.2341905289249553) - rollout_corr/log_ppl_diff:np.float64(0.0012569601249197149) - rollout_corr/log_ppl_abs_diff:np.float64(0.0025652070480646216) - rollout_corr/log_ppl_diff_max:np.float64(0.01221117377281189) - rollout_corr/log_ppl_diff_min:np.float64(-0.005978986620903015) - rollout_corr/ppl_ratio:np.float64(1.0012623998336494) - rollout_corr/chi2_token:np.float64(0.0024625081568956375) - rollout_corr/chi2_seq:np.float64(2.013864086009562) - actor/pg_loss:np.float64(0.006197612965479493) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0008408953899561311) - actor/ppo_kl:np.float64(-0.00012492353172177673) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.55859375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.55859375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.3828125) - self_distillation/token_reweight_w_mean:np.float64(157759.15380330454) - self_distillation/token_reweight_w_std:np.float64(2217101.6862332174) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0012996185105294) - self_distillation/token_reweight_w_clip_frac:np.float64(0.07309902091037657) - self_distillation/empty_target_batch:np.float64(0.44140625) - actor/grad_norm:np.float64(0.5681237205862999) - perf/mfu/actor:np.float64(0.036623311323520286) - perf/max_memory_allocated_gb:np.float64(118.78376626968384) - perf/max_memory_reserved_gb:np.float64(124.83203125) - perf/cpu_memory_used_gb:np.float64(149.6806983947754) - actor/lr:np.float64(1e-07) - training/global_step:2 - training/epoch:0 - critic/score/mean:0.3828125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.3828125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.025488736107945442 - critic/advantages/max:0.875 - critic/advantages/min:-0.75 - critic/returns/mean:0.025488736107945442 - critic/returns/max:0.875 - critic/returns/min:-0.75 - response_length/mean:346.27734375 - respo
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test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 10}
validation generation end
[prompt] system

Given a question and four options, please select the right answer. Respond in the following format:
<reasoning>
...
</reasoning>
<answer>
...
</answer>

For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
<answer>
A
</answer>

user
Which of the following molecules is the only correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1" ?

A: O=C1c2ccccc2C(=O)N1c1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1
B: O=C1c2ccccc2C(Cl)N1c1ccc2ccc(Cl)nc2n1
C: O=C1c2ccccc2C(=O)N1Cc1ccc(Oc2ccc(Cl)c(C(F)(F)F)c2)cc1
D: O=C1c2ccccc2C(=O)N1CC=C(Cc1ccccc1)C(F)(F)F
Please reason step by step.
assistant
<think>

</think>


[response] <reasoning>
The question asks which molecule is the only correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1". This product contains a complex structure with a benzene ring substituted with a chlorine atom and a trifluoromethyl group (C(F)(F)F). The key part of the product is the "Cc2ccc(Cl)cc2C(F)(F)F" fragment, which suggests that the reactant must contain a similar structure.

Looking at the options:

- Option A contains a ketone group (O=C) and a nitrogen-containing ring, but it does not match the specific substituents in the product.
- Option B contains a chlorine atom and a nitrogen, but it does not include the trifluoromethyl group (C(F)(F)F).
- Option C contains a trifluoromethyl group (C(F)(F)F) and a chlorine atom, and it includes a structure that matches the "Cc2ccc(Cl)cc2" part of the product.
- Option D contains a trifluoromethyl group but lacks the chlorine atom in the correct position.

Option C is the only one that includes both the chlorine and the trifluoromethyl group in the correct positions, matching the structure of the product. Therefore, it is the correct reactant.
</reasoning>
<answer>
C
</answer>
[ground_truth] A
[score] 0.0
[acc] 0.0
[pred] C
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/chemistry/qwen3gen-chemistry-RLSD_TR-Qwen-Qwen3-4B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_10
step:10 - global_seqlen/min:17490 - global_seqlen/max:20901 - global_seqlen/minmax_diff:3411 - global_seqlen/balanced_min:19357 - global_seqlen/balanced_max:19367 - global_seqlen/mean:19364.75 - actor/entropy:0.24537719786167145 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4744035601615906 - training/rollout_probs_diff_mean:0.005785205401480198 - training/rollout_probs_diff_std:0.014700246043503284 - training/rollout_actor_probs_pearson_corr:0.9979208707809448 - self_distillation/success_group_fraction:0.6875 - self_distillation/success_sample_fraction:0.67578125 - self_distillation/correct_sample_fraction:0.41015625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.67578125 - rollout_corr/rollout_is_mean:0.9998391270637512 - rollout_corr/rollout_is_ratio_fraction_high:1.1633588655968197e-05 - rollout_corr/rollout_is_ratio_fraction_low:6.980152829783037e-05 - rollout_corr/rollout_is_max:2.010491132736206 - rollout_corr/rollout_is_min:0.23784410953521729 - rollout_corr/rollout_is_std:0.04395073652267456 - rollout_corr/rollout_is_eff_sample_size:0.9980714630669532 - rollout_corr/rollout_is_seq_mean:0.9998910427093506 - rollout_corr/rollout_is_seq_std:0.0027966259513050318 - rollout_corr/rollout_is_seq_max:1.0104008913040161 - rollout_corr/rollout_is_seq_min:0.9919784069061279 - rollout_corr/rollout_is_seq_max_deviation:0.010400891304016113 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3026330736465752) - rollout_corr/training_log_ppl:np.float64(0.26078601760673337) - rollout_corr/kl:np.float64(0.0013049291076470126) - rollout_corr/k3_kl:np.float64(0.0011964667813799679) - rollout_corr/rollout_ppl:np.float64(1.3009595507755876) - rollout_corr/rollout_log_ppl:np.float64(0.25948108817101456) - rollout_corr/log_ppl_diff:np.float64(0.0013049294357188046) - rollout_corr/log_ppl_abs_diff:np.float64(0.0024894755915738642) - rollout_corr/log_ppl_diff_max:np.float64(0.017253637313842773) - rollout_corr/log_ppl_diff_min:np.float64(-0.008967161178588867) - rollout_corr/ppl_ratio:np.float64(1.0013103527016938) - rollout_corr/chi2_token:np.float64(0.002327824244275689) - rollout_corr/chi2_seq:np.float64(0.852935308823362) - actor/pg_loss:np.float64(0.00642693554982543) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0010866172510759498) - actor/ppo_kl:np.float64(0.00015771930741692586) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.67578125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.67578125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.41015625) - self_distillation/token_reweight_w_mean:np.float64(177288.61759452336) - self_distillation/token_reweight_w_std:np.float64(2583470.6754472964) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0025011864490807) - self_distillation/token_reweight_w_clip_frac:np.float64(0.1041747338604182) - self_distillation/empty_target_batch:np.float64(0.32421875) - actor/grad_norm:np.float64(0.5560944229364395) - perf/mfu/actor:np.float64(0.03574857500362935) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(141.2105484008789) - actor/lr:np.float64(9e-07) - val-aux/sciknoweval/reward/mean@16:np.float64(0.4398809523809524) - val-aux/sciknoweval/reward/std@16:np.float64(0.2550574423136475) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.5466857142857143) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.22323689062871058) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.3330666666666666) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.20976723560246902) - val-aux/sciknoweva
step:11 - global_seqlen/min:17717 - global_seqlen/max:22105 - global_seqlen/minmax_diff:4388 - global_seqlen/balanced_min:20139 - global_seqlen/balanced_max:20427 - global_seqlen/mean:20176.875 - actor/entropy:0.28003615140914917 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.2986578345298767 - training/rollout_probs_diff_mean:0.006229304242879152 - training/rollout_probs_diff_std:0.014922214671969414 - training/rollout_actor_probs_pearson_corr:0.9980378746986389 - self_distillation/success_group_fraction:0.71875 - self_distillation/success_sample_fraction:0.7109375 - self_distillation/correct_sample_fraction:0.421875 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.7109375 - rollout_corr/rollout_is_mean:0.9996895790100098 - rollout_corr/rollout_is_ratio_fraction_high:2.3571841666125692e-05 - rollout_corr/rollout_is_ratio_fraction_low:7.071552681736648e-05 - rollout_corr/rollout_is_max:2.091331720352173 - rollout_corr/rollout_is_min:0.056948471814394 - rollout_corr/rollout_is_std:0.04615355655550957 - rollout_corr/rollout_is_eff_sample_size:0.9978729526678736 - rollout_corr/rollout_is_seq_mean:0.9996609091758728 - rollout_corr/rollout_is_seq_std:0.002769676735624671 - rollout_corr/rollout_is_seq_max:1.0097713470458984 - rollout_corr/rollout_is_seq_min:0.9914740920066833 - rollout_corr/rollout_is_seq_max_deviation:0.009771347045898438 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3445568550378084) - rollout_corr/training_log_ppl:np.float64(0.2928216397704091) - rollout_corr/kl:np.float64(0.0013540790551616055) - rollout_corr/k3_kl:np.float64(0.001210083299042708) - rollout_corr/rollout_ppl:np.float64(1.3426842936314642) - rollout_corr/rollout_log_ppl:np.float64(0.2914675589709077) - rollout_corr/log_ppl_diff:np.float64(0.0013540807995013893) - rollout_corr/log_ppl_abs_diff:np.float64(0.0025300010456703603) - rollout_corr/log_ppl_diff_max:np.float64(0.011778771877288818) - rollout_corr/log_ppl_diff_min:np.float64(-0.006693422794342041) - rollout_corr/ppl_ratio:np.float64(1.001359449699521) - rollout_corr/chi2_token:np.float64(0.0021713071037083864) - rollout_corr/chi2_seq:np.float64(0.5860715808812529) - actor/pg_loss:np.float64(0.009074105182662606) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0010309692956980143) - actor/ppo_kl:np.float64(-0.00014117327255291912) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.7109375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.7109375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.421875) - self_distillation/token_reweight_w_mean:np.float64(239610.312335568) - self_distillation/token_reweight_w_std:np.float64(3316290.997419097) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0019973907619715) - self_distillation/token_reweight_w_clip_frac:np.float64(0.14387543653720059) - self_distillation/empty_target_batch:np.float64(0.2890625) - actor/grad_norm:np.float64(0.6877006888389587) - perf/mfu/actor:np.float64(0.037142691887104826) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(143.9859390258789) - actor/lr:np.float64(1e-06) - training/global_step:11 - training/epoch:0 - critic/score/mean:0.421875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.421875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.006922754924744368 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.006922754924744368 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:331.43359375 - response_l
step:12 - global_seqlen/min:17937 - global_seqlen/max:22358 - global_seqlen/minmax_diff:4421 - global_seqlen/balanced_min:19749 - global_seqlen/balanced_max:19763 - global_seqlen/mean:19757.25 - actor/entropy:0.2599850594997406 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.29290565848350525 - training/rollout_probs_diff_mean:0.00601433590054512 - training/rollout_probs_diff_std:0.014930167235434055 - training/rollout_actor_probs_pearson_corr:0.9979494214057922 - self_distillation/success_group_fraction:0.71875 - self_distillation/success_sample_fraction:0.70703125 - self_distillation/correct_sample_fraction:0.4609375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.70703125 - rollout_corr/rollout_is_mean:0.999984085559845 - rollout_corr/rollout_is_ratio_fraction_high:2.223754199803807e-05 - rollout_corr/rollout_is_ratio_fraction_low:3.33563111780677e-05 - rollout_corr/rollout_is_max:2.084258556365967 - rollout_corr/rollout_is_min:0.48210135102272034 - rollout_corr/rollout_is_std:0.04539177566766739 - rollout_corr/rollout_is_eff_sample_size:0.9979434670549656 - rollout_corr/rollout_is_seq_mean:0.9999362230300903 - rollout_corr/rollout_is_seq_std:0.002637566300109029 - rollout_corr/rollout_is_seq_max:1.0081006288528442 - rollout_corr/rollout_is_seq_min:0.9917522072792053 - rollout_corr/rollout_is_seq_max_deviation:0.008247792720794678 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3254084084182978) - rollout_corr/training_log_ppl:np.float64(0.2779389991774224) - rollout_corr/kl:np.float64(0.0013704395118168122) - rollout_corr/k3_kl:np.float64(0.0011261843454803966) - rollout_corr/rollout_ppl:np.float64(1.3235342632979155) - rollout_corr/rollout_log_ppl:np.float64(0.27656855969689786) - rollout_corr/log_ppl_diff:np.float64(0.0013704394805245101) - rollout_corr/log_ppl_abs_diff:np.float64(0.0024474224192090333) - rollout_corr/log_ppl_diff_max:np.float64(0.011240929365158081) - rollout_corr/log_ppl_diff_min:np.float64(-0.010027527809143066) - rollout_corr/ppl_ratio:np.float64(1.001375619089231) - rollout_corr/chi2_token:np.float64(0.001807245658710599) - rollout_corr/chi2_seq:np.float64(1.2864351340103894) - actor/pg_loss:np.float64(0.0068493077997118235) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0010652919690983254) - actor/ppo_kl:np.float64(0.00020145679512317827) - actor/pg_clipfrac_lower:np.float64(1.669337689236272e-05) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.70703125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.70703125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.4609375) - self_distillation/token_reweight_w_mean:np.float64(145999.17218339257) - self_distillation/token_reweight_w_std:np.float64(2374372.460695313) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0004515508189797) - self_distillation/token_reweight_w_clip_frac:np.float64(0.1246801737579517) - self_distillation/empty_target_batch:np.float64(0.29296875) - actor/grad_norm:np.float64(0.5914773046970367) - perf/mfu/actor:np.float64(0.03625096042724267) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(143.91592407226562) - actor/lr:np.float64(1e-06) - training/global_step:12 - training/epoch:0 - critic/score/mean:0.4609375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.4609375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.004239031113684177 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.004239031113684177 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:3
step:13 - global_seqlen/min:17460 - global_seqlen/max:22387 - global_seqlen/minmax_diff:4927 - global_seqlen/balanced_min:19538 - global_seqlen/balanced_max:19656 - global_seqlen/mean:19562.0 - actor/entropy:0.28330478072166443 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.2932348847389221 - training/rollout_probs_diff_mean:0.006090556271374226 - training/rollout_probs_diff_std:0.014429626986384392 - training/rollout_actor_probs_pearson_corr:0.998181939125061 - self_distillation/success_group_fraction:0.6875 - self_distillation/success_sample_fraction:0.68359375 - self_distillation/correct_sample_fraction:0.47265625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.68359375 - rollout_corr/rollout_is_mean:0.9998684525489807 - rollout_corr/rollout_is_ratio_fraction_high:2.3373224394163117e-05 - rollout_corr/rollout_is_ratio_fraction_low:2.3373224394163117e-05 - rollout_corr/rollout_is_max:2.1884407997131348 - rollout_corr/rollout_is_min:0.4281519055366516 - rollout_corr/rollout_is_std:0.04431807994842529 - rollout_corr/rollout_is_eff_sample_size:0.9980391641302073 - rollout_corr/rollout_is_seq_mean:0.9998126029968262 - rollout_corr/rollout_is_seq_std:0.0026776245795190334 - rollout_corr/rollout_is_seq_max:1.009365439414978 - rollout_corr/rollout_is_seq_min:0.9913782477378845 - rollout_corr/rollout_is_seq_max_deviation:0.009365439414978027 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3591533433645964) - rollout_corr/training_log_ppl:np.float64(0.30308022926328704) - rollout_corr/kl:np.float64(0.0012214116412607723) - rollout_corr/k3_kl:np.float64(0.0011643693818541578) - rollout_corr/rollout_ppl:np.float64(1.3574783634394407) - rollout_corr/rollout_log_ppl:np.float64(0.3018588193517644) - rollout_corr/log_ppl_diff:np.float64(0.0012214099115226418) - rollout_corr/log_ppl_abs_diff:np.float64(0.0024031201901379973) - rollout_corr/log_ppl_diff_max:np.float64(0.011142253875732422) - rollout_corr/log_ppl_diff_min:np.float64(-0.00809323787689209) - rollout_corr/ppl_ratio:np.float64(1.0012265297118574) - rollout_corr/chi2_token:np.float64(0.0022032533306628466) - rollout_corr/chi2_seq:np.float64(1.1880777331534773) - actor/pg_loss:np.float64(0.008368437876924872) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0011567205356186605) - actor/ppo_kl:np.float64(-1.6140308314760432e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.68359375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.68359375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.47265625) - self_distillation/token_reweight_w_mean:np.float64(93498.56042674859) - self_distillation/token_reweight_w_std:np.float64(1510537.690864286) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.999996354104951) - self_distillation/token_reweight_w_clip_frac:np.float64(0.12338341507711448) - self_distillation/empty_target_batch:np.float64(0.31640625) - actor/grad_norm:np.float64(0.620448037981987) - perf/mfu/actor:np.float64(0.036300476348807696) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(143.69003295898438) - actor/lr:np.float64(1e-06) - training/global_step:13 - training/epoch:0 - critic/score/mean:0.47265625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.47265625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.003617006354033947 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.003617006354033947 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:334.25 - resp
step:14 - global_seqlen/min:16941 - global_seqlen/max:22560 - global_seqlen/minmax_diff:5619 - global_seqlen/balanced_min:18841 - global_seqlen/balanced_max:18844 - global_seqlen/mean:18842.75 - actor/entropy:0.2922348976135254 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5466010570526123 - training/rollout_probs_diff_mean:0.006264000199735165 - training/rollout_probs_diff_std:0.014866359531879425 - training/rollout_actor_probs_pearson_corr:0.9981194138526917 - self_distillation/success_group_fraction:0.75 - self_distillation/success_sample_fraction:0.7421875 - self_distillation/correct_sample_fraction:0.453125 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.7421875 - rollout_corr/rollout_is_mean:1.0002233982086182 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:7.292350346688181e-05 - rollout_corr/rollout_is_max:1.9629987478256226 - rollout_corr/rollout_is_min:0.12186871469020844 - rollout_corr/rollout_is_std:0.04516667500138283 - rollout_corr/rollout_is_eff_sample_size:0.9979653119171001 - rollout_corr/rollout_is_seq_mean:1.0002156496047974 - rollout_corr/rollout_is_seq_std:0.00266577722504735 - rollout_corr/rollout_is_seq_max:1.0086764097213745 - rollout_corr/rollout_is_seq_min:0.9924325942993164 - rollout_corr/rollout_is_seq_max_deviation:0.008676409721374512 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.356894207186997) - rollout_corr/training_log_ppl:np.float64(0.30215946782846004) - rollout_corr/kl:np.float64(0.0010239662146345752) - rollout_corr/k3_kl:np.float64(0.0012049657070747344) - rollout_corr/rollout_ppl:np.float64(1.3555219103582203) - rollout_corr/rollout_log_ppl:np.float64(0.3011355001362972) - rollout_corr/log_ppl_diff:np.float64(0.0010239676921628416) - rollout_corr/log_ppl_abs_diff:np.float64(0.0023661727900616825) - rollout_corr/log_ppl_diff_max:np.float64(0.017396926879882812) - rollout_corr/log_ppl_diff_min:np.float64(-0.007369279861450195) - rollout_corr/ppl_ratio:np.float64(1.0010292823426425) - rollout_corr/chi2_token:np.float64(0.0027081489097326994) - rollout_corr/chi2_seq:np.float64(1.2070772459264845) - actor/pg_loss:np.float64(0.00797818333376199) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0010150298585358541) - actor/ppo_kl:np.float64(0.00015036190526984683) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.7421875) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.7421875) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.453125) - self_distillation/token_reweight_w_mean:np.float64(119982.02733938815) - self_distillation/token_reweight_w_std:np.float64(1933813.0637409594) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0014771707355976) - self_distillation/token_reweight_w_clip_frac:np.float64(0.1388165877724532) - self_distillation/empty_target_batch:np.float64(0.2578125) - actor/grad_norm:np.float64(0.6455883979797363) - perf/mfu/actor:np.float64(0.034641753809947065) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(143.4944953918457) - actor/lr:np.float64(1e-06) - training/global_step:14 - training/epoch:0 - critic/score/mean:0.453125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.453125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0026480345986783504 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0026480345986783504 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:321.3984375 - response_length/max:682.0 - r
step:15 - global_seqlen/min:17798 - global_seqlen/max:24465 - global_seqlen/minmax_diff:6667 - global_seqlen/balanced_min:20570 - global_seqlen/balanced_max:20574 - global_seqlen/mean:20572.75 - actor/entropy:0.28748324513435364 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4564783573150635 - training/rollout_probs_diff_mean:0.005869686137884855 - training/rollout_probs_diff_std:0.014366100542247295 - training/rollout_actor_probs_pearson_corr:0.9982949495315552 - self_distillation/success_group_fraction:0.75 - self_distillation/success_sample_fraction:0.734375 - self_distillation/correct_sample_fraction:0.4921875 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.734375 - rollout_corr/rollout_is_mean:1.0001139640808105 - rollout_corr/rollout_is_ratio_fraction_high:5.4864267440279946e-05 - rollout_corr/rollout_is_ratio_fraction_low:4.3891413952223957e-05 - rollout_corr/rollout_is_max:3.0497446060180664 - rollout_corr/rollout_is_min:0.38640856742858887 - rollout_corr/rollout_is_std:0.045057009905576706 - rollout_corr/rollout_is_eff_sample_size:0.9979744538008674 - rollout_corr/rollout_is_seq_mean:1.0000189542770386 - rollout_corr/rollout_is_seq_std:0.002783029805868864 - rollout_corr/rollout_is_seq_max:1.0093011856079102 - rollout_corr/rollout_is_seq_min:0.9919822812080383 - rollout_corr/rollout_is_seq_max_deviation:0.009301185607910156 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3641661452129483) - rollout_corr/training_log_ppl:np.float64(0.3061258476227522) - rollout_corr/kl:np.float64(0.0008984394618103408) - rollout_corr/k3_kl:np.float64(0.0010934443635051139) - rollout_corr/rollout_ppl:np.float64(1.3629517373628914) - rollout_corr/rollout_log_ppl:np.float64(0.3052274066139944) - rollout_corr/log_ppl_diff:np.float64(0.0008984410087577999) - rollout_corr/log_ppl_abs_diff:np.float64(0.0023149027838371694) - rollout_corr/log_ppl_diff_max:np.float64(0.015007197856903076) - rollout_corr/log_ppl_diff_min:np.float64(-0.0058860182762146) - rollout_corr/ppl_ratio:np.float64(1.00090327905491) - rollout_corr/chi2_token:np.float64(0.0026275489944964647) - rollout_corr/chi2_seq:np.float64(1.554575996240601) - actor/pg_loss:np.float64(0.006172901834361255) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0010921142766164849) - actor/ppo_kl:np.float64(-0.00014767027690254508) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.734375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.734375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.4921875) - self_distillation/token_reweight_w_mean:np.float64(168825.68510642461) - self_distillation/token_reweight_w_std:np.float64(2411026.6848952193) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9999142882879823) - self_distillation/token_reweight_w_clip_frac:np.float64(0.13169058857602067) - self_distillation/empty_target_batch:np.float64(0.265625) - actor/grad_norm:np.float64(0.5341654643416405) - perf/mfu/actor:np.float64(0.03786336781112096) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(143.43387985229492) - actor/lr:np.float64(1e-06) - training/global_step:15 - training/epoch:0 - critic/score/mean:0.4921875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.4921875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0036114403046667576 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.0036114403046667576 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:355.9921875 - response_le
step:16 - global_seqlen/min:17436 - global_seqlen/max:21462 - global_seqlen/minmax_diff:4026 - global_seqlen/balanced_min:19472 - global_seqlen/balanced_max:19474 - global_seqlen/mean:19473.375 - actor/entropy:0.29451751708984375 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.34674251079559326 - training/rollout_probs_diff_mean:0.006398364901542664 - training/rollout_probs_diff_std:0.014944251626729965 - training/rollout_actor_probs_pearson_corr:0.9980317950248718 - self_distillation/success_group_fraction:0.65625 - self_distillation/success_sample_fraction:0.64453125 - self_distillation/correct_sample_fraction:0.42578125 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.64453125 - rollout_corr/rollout_is_mean:1.000139832496643 - rollout_corr/rollout_is_ratio_fraction_high:3.57470526068937e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0001429882104275748 - rollout_corr/rollout_is_max:2.075308322906494 - rollout_corr/rollout_is_min:0.33335795998573303 - rollout_corr/rollout_is_std:0.04721960052847862 - rollout_corr/rollout_is_eff_sample_size:0.9977759819851924 - rollout_corr/rollout_is_seq_mean:1.0001648664474487 - rollout_corr/rollout_is_seq_std:0.002871463308110833 - rollout_corr/rollout_is_seq_max:1.0102380514144897 - rollout_corr/rollout_is_seq_min:0.9917946457862854 - rollout_corr/rollout_is_seq_max_deviation:0.010238051414489746 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.36143590323627) - rollout_corr/training_log_ppl:np.float64(0.3041792264266405) - rollout_corr/kl:np.float64(0.0010337699030245062) - rollout_corr/k3_kl:np.float64(0.0012385786424147227) - rollout_corr/rollout_ppl:np.float64(1.3600022280588746) - rollout_corr/rollout_log_ppl:np.float64(0.30314545703004114) - rollout_corr/log_ppl_diff:np.float64(0.0010337693965993822) - rollout_corr/log_ppl_abs_diff:np.float64(0.002399776072707027) - rollout_corr/log_ppl_diff_max:np.float64(0.011399328708648682) - rollout_corr/log_ppl_diff_min:np.float64(-0.006810277700424194) - rollout_corr/ppl_ratio:np.float64(1.0010383201297373) - rollout_corr/chi2_token:np.float64(0.0029240259900689125) - rollout_corr/chi2_seq:np.float64(1.0353804978076369) - actor/pg_loss:np.float64(0.007192879682406783) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0010274524142914743) - actor/ppo_kl:np.float64(4.0873823671461196e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.64453125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.64453125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.42578125) - self_distillation/token_reweight_w_mean:np.float64(90371.76209130394) - self_distillation/token_reweight_w_std:np.float64(1389709.4737052019) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0000855000689626) - self_distillation/token_reweight_w_clip_frac:np.float64(0.11968303663888946) - self_distillation/empty_target_batch:np.float64(0.35546875) - actor/grad_norm:np.float64(0.6043514311313629) - perf/mfu/actor:np.float64(0.03566211221390109) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(143.67253494262695) - actor/lr:np.float64(1e-06) - training/global_step:16 - training/epoch:0 - critic/score/mean:0.42578125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.42578125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.006435959134250879 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.006435959134250879 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:327.82421875
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step:19 - global_seqlen/min:16712 - global_seqlen/max:22903 - global_seqlen/minmax_diff:6191 - global_seqlen/balanced_min:19739 - global_seqlen/balanced_max:19742 - global_seqlen/mean:19740.875 - actor/entropy:0.30067509412765503 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.2716989815235138 - training/rollout_probs_diff_mean:0.006011276505887508 - training/rollout_probs_diff_std:0.014068786054849625 - training/rollout_actor_probs_pearson_corr:0.9983283281326294 - self_distillation/success_group_fraction:0.71875 - self_distillation/success_sample_fraction:0.7109375 - self_distillation/correct_sample_fraction:0.515625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.7109375 - rollout_corr/rollout_is_mean:1.0000412464141846 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:2.48191299760947e-05 - rollout_corr/rollout_is_max:1.967125415802002 - rollout_corr/rollout_is_min:0.3074234426021576 - rollout_corr/rollout_is_std:0.04442286118865013 - rollout_corr/rollout_is_eff_sample_size:0.9980306147615733 - rollout_corr/rollout_is_seq_mean:1.0000803470611572 - rollout_corr/rollout_is_seq_std:0.0029041871894150972 - rollout_corr/rollout_is_seq_max:1.0110079050064087 - rollout_corr/rollout_is_seq_min:0.9903981685638428 - rollout_corr/rollout_is_seq_max_deviation:0.011007905006408691 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.375831812620163) - rollout_corr/training_log_ppl:np.float64(0.31493956671329215) - rollout_corr/kl:np.float64(0.0009361723424987645) - rollout_corr/k3_kl:np.float64(0.00108607468507671) - rollout_corr/rollout_ppl:np.float64(1.3745251446962357) - rollout_corr/rollout_log_ppl:np.float64(0.31400339302490465) - rollout_corr/log_ppl_diff:np.float64(0.0009361736883874983) - rollout_corr/log_ppl_abs_diff:np.float64(0.002310327283339575) - rollout_corr/log_ppl_diff_max:np.float64(0.008226662874221802) - rollout_corr/log_ppl_diff_min:np.float64(-0.010857582092285156) - rollout_corr/ppl_ratio:np.float64(1.000940806698054) - rollout_corr/chi2_token:np.float64(0.002460781019181013) - rollout_corr/chi2_seq:np.float64(1.263379932148382) - actor/pg_loss:np.float64(0.005378377623856068) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0007215913469735824) - actor/ppo_kl:np.float64(-2.377988029422795e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.7109375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.7109375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.515625) - self_distillation/token_reweight_w_mean:np.float64(92620.61167126987) - self_distillation/token_reweight_w_std:np.float64(1450653.645121337) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.001238340511918) - self_distillation/token_reweight_w_clip_frac:np.float64(0.096618483774364) - self_distillation/empty_target_batch:np.float64(0.2890625) - actor/grad_norm:np.float64(0.5270146429538727) - perf/mfu/actor:np.float64(0.03604524222111994) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(143.61618423461914) - actor/lr:np.float64(1e-06) - training/global_step:19 - training/epoch:0 - critic/score/mean:0.515625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.515625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0024989761877804995 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0024989761877804995 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:314.77734375 - response_length/max:828.0 - resp
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 20}
validation generation end
[prompt] system

Given a question and four options, please select the right answer. Respond in the following format:
<reasoning>
...
</reasoning>
<answer>
...
</answer>

For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
<answer>
A
</answer>

user
Which of the following molecules is the only correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1" ?

A: O=C1c2ccccc2C(=O)N1c1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1
B: O=C1c2ccccc2C(Cl)N1c1ccc2ccc(Cl)nc2n1
C: O=C1c2ccccc2C(=O)N1Cc1ccc(Oc2ccc(Cl)c(C(F)(F)F)c2)cc1
D: O=C1c2ccccc2C(=O)N1CC=C(Cc1ccccc1)C(F)(F)F
Please reason step by step.
assistant
<think>

</think>


[response] <reasoning>
The question asks which molecule is the only correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1". This product contains a structure with a substituted benzene ring (with a Cl group), a trifluoromethyl group (C(F)(F)F), and a nitrogen-containing amine group.

Looking at the options:

- Option A contains a structure with a substituted benzene ring, a nitrogen atom, and a carbonyl group. It also includes the Cl and trifluoromethyl groups, which match the product's structure. However, it has an extra nitrogen and a different arrangement that may not be the correct reactant.

- Option B has a similar structure but with a different arrangement of substituents and a different nitrogen configuration, which does not match the product's structure exactly.

- Option C includes a substituted benzene ring, a carbonyl group, and a different arrangement of substituents. It includes a hydroxyl group and a different type of substitution, which does not match the product.

- Option D has a substituted benzene ring, a carbonyl group, and a different arrangement of substituents. It includes a different type of substitution and does not match the product's structure exactly.

Option A is the only one that matches the structure of the product, including the correct substituents and arrangement of atoms. Therefore, it is the correct reactant.
</reasoning>

<answer>
A
</answer>
[ground_truth] A
[score] 1.0
[acc] 1.0
[pred] A
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/chemistry/qwen3gen-chemistry-RLSD_TR-Qwen-Qwen3-4B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_20
step:20 - global_seqlen/min:17486 - global_seqlen/max:22655 - global_seqlen/minmax_diff:5169 - global_seqlen/balanced_min:20031 - global_seqlen/balanced_max:20228 - global_seqlen/mean:20058.625 - actor/entropy:0.297139972448349 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.3528301417827606 - training/rollout_probs_diff_mean:0.006166450679302216 - training/rollout_probs_diff_std:0.014436931349337101 - training/rollout_actor_probs_pearson_corr:0.9982419013977051 - self_distillation/success_group_fraction:0.84375 - self_distillation/success_sample_fraction:0.8359375 - self_distillation/correct_sample_fraction:0.56640625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.8359375 - rollout_corr/rollout_is_mean:1.000038743019104 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:5.690288890036754e-05 - rollout_corr/rollout_is_max:1.9574382305145264 - rollout_corr/rollout_is_min:0.3535598814487457 - rollout_corr/rollout_is_std:0.04514159634709358 - rollout_corr/rollout_is_eff_sample_size:0.9979664991652689 - rollout_corr/rollout_is_seq_mean:1.0000238418579102 - rollout_corr/rollout_is_seq_std:0.0029090906027704477 - rollout_corr/rollout_is_seq_max:1.0110317468643188 - rollout_corr/rollout_is_seq_min:0.9888052940368652 - rollout_corr/rollout_is_seq_max_deviation:0.011194705963134766 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3683372386731207) - rollout_corr/training_log_ppl:np.float64(0.31030508255935274) - rollout_corr/kl:np.float64(0.0011023225397535086) - rollout_corr/k3_kl:np.float64(0.001434143366623175) - rollout_corr/rollout_ppl:np.float64(1.3668043981306255) - rollout_corr/rollout_log_ppl:np.float64(0.30920275836251676) - rollout_corr/log_ppl_diff:np.float64(0.0011023241968359798) - rollout_corr/log_ppl_abs_diff:np.float64(0.002514752763090655) - rollout_corr/log_ppl_diff_max:np.float64(0.0131492018699646) - rollout_corr/log_ppl_diff_min:np.float64(-0.008862733840942383) - rollout_corr/ppl_ratio:np.float64(1.0011082254350185) - rollout_corr/chi2_token:np.float64(0.0035093913320451975) - rollout_corr/chi2_seq:np.float64(1.2149556565564126) - actor/pg_loss:np.float64(0.009395288652740419) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0015388868646368792) - actor/ppo_kl:np.float64(4.407900779046514e-05) - actor/pg_clipfrac_lower:np.float64(3.007869418070186e-05) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.8359375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.8359375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.56640625) - self_distillation/token_reweight_w_mean:np.float64(178377.74242206803) - self_distillation/token_reweight_w_std:np.float64(2601166.713610011) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9996962018776685) - self_distillation/token_reweight_w_clip_frac:np.float64(0.1573005250247661) - self_distillation/empty_target_batch:np.float64(0.1640625) - actor/grad_norm:np.float64(0.68055609613657) - perf/mfu/actor:np.float64(0.03693197062950951) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(143.50461959838867) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.5101190476190476) - val-aux/sciknoweval/reward/std@16:np.float64(0.24920759452591995) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.6139380952380953) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.2043060724638079) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.40814285714285714) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.21773506231934722) - val-aux/sciknoweval/reward/m
step:21 - global_seqlen/min:17387 - global_seqlen/max:23009 - global_seqlen/minmax_diff:5622 - global_seqlen/balanced_min:19296 - global_seqlen/balanced_max:19303 - global_seqlen/mean:19300.625 - actor/entropy:0.2956748902797699 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.42548468708992004 - training/rollout_probs_diff_mean:0.005995167884975672 - training/rollout_probs_diff_std:0.014325084164738655 - training/rollout_actor_probs_pearson_corr:0.9982481002807617 - self_distillation/success_group_fraction:0.78125 - self_distillation/success_sample_fraction:0.76171875 - self_distillation/correct_sample_fraction:0.375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.76171875 - rollout_corr/rollout_is_mean:0.999878466129303 - rollout_corr/rollout_is_ratio_fraction_high:1.2208670341351535e-05 - rollout_corr/rollout_is_ratio_fraction_low:7.325202022911981e-05 - rollout_corr/rollout_is_max:2.6692886352539062 - rollout_corr/rollout_is_min:0.4042225778102875 - rollout_corr/rollout_is_std:0.044611647725105286 - rollout_corr/rollout_is_eff_sample_size:0.9980132789914753 - rollout_corr/rollout_is_seq_mean:0.9997992515563965 - rollout_corr/rollout_is_seq_std:0.0029755644500255585 - rollout_corr/rollout_is_seq_max:1.0099884271621704 - rollout_corr/rollout_is_seq_min:0.9911137819290161 - rollout_corr/rollout_is_seq_max_deviation:0.00998842716217041 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3673860565759242) - rollout_corr/training_log_ppl:np.float64(0.3087902419210877) - rollout_corr/kl:np.float64(0.002253606636003269) - rollout_corr/k3_kl:np.float64(0.0017760526020538236) - rollout_corr/rollout_ppl:np.float64(1.36424843640998) - rollout_corr/rollout_log_ppl:np.float64(0.30653663334669545) - rollout_corr/log_ppl_diff:np.float64(0.002253608574392274) - rollout_corr/log_ppl_abs_diff:np.float64(0.0032565151050221175) - rollout_corr/log_ppl_diff_max:np.float64(0.021895110607147217) - rollout_corr/log_ppl_diff_min:np.float64(-0.006019324064254761) - rollout_corr/ppl_ratio:np.float64(1.002263783942908) - rollout_corr/chi2_token:np.float64(0.002287261188030243) - rollout_corr/chi2_seq:np.float64(0.5934691540896893) - actor/pg_loss:np.float64(0.010032993159256876) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.001869809015715873) - actor/ppo_kl:np.float64(0.000984730247550747) - actor/pg_clipfrac_lower:np.float64(2.9235126021376345e-05) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.76171875) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.76171875) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.375) - self_distillation/token_reweight_w_mean:np.float64(353075.78875684226) - self_distillation/token_reweight_w_std:np.float64(4698832.619528098) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0033803705591708) - self_distillation/token_reweight_w_clip_frac:np.float64(0.17246504218201153) - self_distillation/empty_target_batch:np.float64(0.23828125) - actor/grad_norm:np.float64(0.7826535254716873) - perf/mfu/actor:np.float64(0.03582340340916603) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(145.28646850585938) - actor/lr:np.float64(1e-06) - training/global_step:21 - training/epoch:0 - critic/score/mean:0.375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.004340182524174452 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.004340182524174452 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:319.95703125 - r
step:22 - global_seqlen/min:15143 - global_seqlen/max:18708 - global_seqlen/minmax_diff:3565 - global_seqlen/balanced_min:16965 - global_seqlen/balanced_max:16966 - global_seqlen/mean:16965.375 - actor/entropy:0.31038597226142883 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.2530360817909241 - training/rollout_probs_diff_mean:0.0064188591204583645 - training/rollout_probs_diff_std:0.014548459090292454 - training/rollout_actor_probs_pearson_corr:0.9982183575630188 - self_distillation/success_group_fraction:0.6875 - self_distillation/success_sample_fraction:0.66796875 - self_distillation/correct_sample_fraction:0.375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.66796875 - rollout_corr/rollout_is_mean:1.0001835823059082 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:4.267485928721726e-05 - rollout_corr/rollout_is_max:1.9917649030685425 - rollout_corr/rollout_is_min:0.3914262652397156 - rollout_corr/rollout_is_std:0.0448860339820385 - rollout_corr/rollout_is_eff_sample_size:0.9979898885301821 - rollout_corr/rollout_is_seq_mean:1.0002237558364868 - rollout_corr/rollout_is_seq_std:0.0030402897391468287 - rollout_corr/rollout_is_seq_max:1.0082043409347534 - rollout_corr/rollout_is_seq_min:0.9909875988960266 - rollout_corr/rollout_is_seq_max_deviation:0.009012401103973389 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3948297398164868) - rollout_corr/training_log_ppl:np.float64(0.32873041287530214) - rollout_corr/kl:np.float64(0.0012066373147963105) - rollout_corr/k3_kl:np.float64(0.0013965993947522293) - rollout_corr/rollout_ppl:np.float64(1.3931263061240315) - rollout_corr/rollout_log_ppl:np.float64(0.32752377312863246) - rollout_corr/log_ppl_diff:np.float64(0.0012066397466696799) - rollout_corr/log_ppl_abs_diff:np.float64(0.002761501877103001) - rollout_corr/log_ppl_diff_max:np.float64(0.011306077241897583) - rollout_corr/log_ppl_diff_min:np.float64(-0.009509235620498657) - rollout_corr/ppl_ratio:np.float64(1.0012132688425481) - rollout_corr/chi2_token:np.float64(0.003218145342543721) - rollout_corr/chi2_seq:np.float64(1.0662864169571549) - actor/pg_loss:np.float64(0.006237241672351956) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0020408303180374787) - actor/ppo_kl:np.float64(0.0003451099556370796) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.66796875) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.66796875) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.375) - self_distillation/token_reweight_w_mean:np.float64(326844.6732725387) - self_distillation/token_reweight_w_std:np.float64(4298094.462517299) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0025643010158092) - self_distillation/token_reweight_w_clip_frac:np.float64(0.1402466203435324) - self_distillation/empty_target_batch:np.float64(0.33203125) - actor/grad_norm:np.float64(0.6192770302295685) - perf/mfu/actor:np.float64(0.03161979996245398) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(144.7820701599121) - actor/lr:np.float64(1e-06) - training/global_step:22 - training/epoch:0 - critic/score/mean:0.375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.003102818038314581 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.003102818038314581 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:274.60546875 - response_length/max:646.0 - respons
step:23 - global_seqlen/min:15206 - global_seqlen/max:25332 - global_seqlen/minmax_diff:10126 - global_seqlen/balanced_min:18411 - global_seqlen/balanced_max:25520 - global_seqlen/mean:19300.375 - actor/entropy:0.264564573764801 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4770219326019287 - training/rollout_probs_diff_mean:0.0052871485240757465 - training/rollout_probs_diff_std:0.013520004227757454 - training/rollout_actor_probs_pearson_corr:0.998356282711029 - self_distillation/success_group_fraction:0.875 - self_distillation/success_sample_fraction:0.8671875 - self_distillation/correct_sample_fraction:0.59375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.8671875 - rollout_corr/rollout_is_mean:0.9999374747276306 - rollout_corr/rollout_is_ratio_fraction_high:3.601138087105937e-05 - rollout_corr/rollout_is_ratio_fraction_low:6.0018966905772686e-05 - rollout_corr/rollout_is_max:2.1046066284179688 - rollout_corr/rollout_is_min:0.36882883310317993 - rollout_corr/rollout_is_std:0.041905514895915985 - rollout_corr/rollout_is_eff_sample_size:0.9982467687554272 - rollout_corr/rollout_is_seq_mean:0.9998911023139954 - rollout_corr/rollout_is_seq_std:0.0030532306991517544 - rollout_corr/rollout_is_seq_max:1.0095295906066895 - rollout_corr/rollout_is_seq_min:0.9908995628356934 - rollout_corr/rollout_is_seq_max_deviation:0.009529590606689453 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3668543784879148) - rollout_corr/training_log_ppl:np.float64(0.30833037884258374) - rollout_corr/kl:np.float64(0.0014712483040568713) - rollout_corr/k3_kl:np.float64(0.0014252641368557306) - rollout_corr/rollout_ppl:np.float64(1.364856572356075) - rollout_corr/rollout_log_ppl:np.float64(0.30685912866283616) - rollout_corr/log_ppl_diff:np.float64(0.0014712501797475852) - rollout_corr/log_ppl_abs_diff:np.float64(0.0029776765513815917) - rollout_corr/log_ppl_diff_max:np.float64(0.01450282335281372) - rollout_corr/log_ppl_diff_min:np.float64(-0.008856803178787231) - rollout_corr/ppl_ratio:np.float64(1.0014787362888455) - rollout_corr/chi2_token:np.float64(0.003022435586899519) - rollout_corr/chi2_seq:np.float64(1.3533644466660917) - actor/pg_loss:np.float64(0.007422412978485227) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0020335467470431468) - actor/ppo_kl:np.float64(0.00035265562636155323) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.8671875) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.8671875) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.59375) - self_distillation/token_reweight_w_mean:np.float64(345985.51773530385) - self_distillation/token_reweight_w_std:np.float64(4731856.136310147) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9988346283789724) - self_distillation/token_reweight_w_clip_frac:np.float64(0.16046884056413546) - self_distillation/empty_target_batch:np.float64(0.1328125) - actor/grad_norm:np.float64(0.7161731868982315) - perf/mfu/actor:np.float64(0.03389860046243484) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(144.1311912536621) - actor/lr:np.float64(1e-06) - training/global_step:23 - training/epoch:0 - critic/score/mean:0.59375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.59375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.008347137831151485 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.008347137831151485 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:325.41796875 - response_le
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step:29 - global_seqlen/min:14445 - global_seqlen/max:22059 - global_seqlen/minmax_diff:7614 - global_seqlen/balanced_min:19100 - global_seqlen/balanced_max:20098 - global_seqlen/mean:19231.25 - actor/entropy:0.2399301379919052 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5590871572494507 - training/rollout_probs_diff_mean:0.005236997734755278 - training/rollout_probs_diff_std:0.014018451794981956 - training/rollout_actor_probs_pearson_corr:0.9981542229652405 - self_distillation/success_group_fraction:0.59375 - self_distillation/success_sample_fraction:0.5859375 - self_distillation/correct_sample_fraction:0.34375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.5859375 - rollout_corr/rollout_is_mean:1.0000776052474976 - rollout_corr/rollout_is_ratio_fraction_high:2.4095805201795883e-05 - rollout_corr/rollout_is_ratio_fraction_low:4.819161040359177e-05 - rollout_corr/rollout_is_max:3.816781997680664 - rollout_corr/rollout_is_min:0.17573890089988708 - rollout_corr/rollout_is_std:0.04291044920682907 - rollout_corr/rollout_is_eff_sample_size:0.9981623150356519 - rollout_corr/rollout_is_seq_mean:0.9999245405197144 - rollout_corr/rollout_is_seq_std:0.0027032301295548677 - rollout_corr/rollout_is_seq_max:1.008720874786377 - rollout_corr/rollout_is_seq_min:0.992788553237915 - rollout_corr/rollout_is_seq_max_deviation:0.008720874786376953 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3173197288997471) - rollout_corr/training_log_ppl:np.float64(0.27068548381794244) - rollout_corr/kl:np.float64(0.0009471329129642214) - rollout_corr/k3_kl:np.float64(0.001118057121630045) - rollout_corr/rollout_ppl:np.float64(1.3160036713816226) - rollout_corr/rollout_log_ppl:np.float64(0.2697383483755402) - rollout_corr/log_ppl_diff:np.float64(0.0009471354424022138) - rollout_corr/log_ppl_abs_diff:np.float64(0.0024268297711387277) - rollout_corr/log_ppl_diff_max:np.float64(0.010676145553588867) - rollout_corr/log_ppl_diff_min:np.float64(-0.008322864770889282) - rollout_corr/ppl_ratio:np.float64(1.0009521523024887) - rollout_corr/chi2_token:np.float64(0.0025950868148356676) - rollout_corr/chi2_seq:np.float64(1.0168882303405553) - actor/pg_loss:np.float64(0.004738333867862821) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0009898098714984371) - actor/ppo_kl:np.float64(-0.0001235502958607526) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.5859375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.5859375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.34375) - self_distillation/token_reweight_w_mean:np.float64(148981.53039407637) - self_distillation/token_reweight_w_std:np.float64(2396815.2922347095) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0019751288928092) - self_distillation/token_reweight_w_clip_frac:np.float64(0.088682441302808) - self_distillation/empty_target_batch:np.float64(0.4140625) - actor/grad_norm:np.float64(0.5395381674170494) - perf/mfu/actor:np.float64(0.0350041185371077) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(143.9663429260254) - actor/lr:np.float64(1e-06) - training/global_step:29 - training/epoch:0 - critic/score/mean:0.34375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.34375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.014469530433416367 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.014469530433416367 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:324.2265625 - response_length/ma
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 30}
validation generation end
[prompt] system

Given a question and four options, please select the right answer. Respond in the following format:
<reasoning>
...
</reasoning>
<answer>
...
</answer>

For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
<answer>
A
</answer>

user
Which of the following molecules is the only correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1" ?

A: O=C1c2ccccc2C(=O)N1c1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1
B: O=C1c2ccccc2C(Cl)N1c1ccc2ccc(Cl)nc2n1
C: O=C1c2ccccc2C(=O)N1Cc1ccc(Oc2ccc(Cl)c(C(F)(F)F)c2)cc1
D: O=C1c2ccccc2C(=O)N1CC=C(Cc1ccccc1)C(F)(F)F
Please reason step by step.
assistant
<think>

</think>


[response] <reasoning>
To determine the correct reactant for the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1", we need to analyze the structure of the product and compare it with the options provided. The product contains a key fragment: "Cc2ccc(Cl)cc2C(F)(F)F", which is a benzene ring with a chlorine substituent and a trifluoromethyl group. This fragment is likely derived from a reactant that contains a similar structure.

Option A includes a structure with a benzene ring, a chlorine substituent, and a carboxylic acid group, but it does not contain the trifluoromethyl group.

Option B includes a structure with a benzene ring and a chlorine substituent, but it lacks the trifluoromethyl group and has a different functional group arrangement.

Option C includes a structure with a benzene ring, a chlorine substituent, and a trifluoromethyl group, and it matches the required fragment in the product. It also includes a carboxylic acid group, which is consistent with the structure of the product.

Option D includes a structure with a benzene ring and a trifluoromethyl group, but it lacks the chlorine substituent and has a different functional group arrangement.

Therefore, Option C is the only correct reactant that matches the structure of the product.
</reasoning>
<answer>
C
</answer>
[ground_truth] A
[score] 0.0
[acc] 0.0
[pred] C
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/chemistry/qwen3gen-chemistry-RLSD_TR-Qwen-Qwen3-4B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_30
step:30 - global_seqlen/min:15398 - global_seqlen/max:27317 - global_seqlen/minmax_diff:11919 - global_seqlen/balanced_min:18528 - global_seqlen/balanced_max:25696 - global_seqlen/mean:20322.875 - actor/entropy:0.21429221332073212 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.29036805033683777 - training/rollout_probs_diff_mean:0.0045964838936924934 - training/rollout_probs_diff_std:0.012965062633156776 - training/rollout_actor_probs_pearson_corr:0.9982911944389343 - self_distillation/success_group_fraction:0.59375 - self_distillation/success_sample_fraction:0.5859375 - self_distillation/correct_sample_fraction:0.41015625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.5859375 - rollout_corr/rollout_is_mean:0.9999114871025085 - rollout_corr/rollout_is_ratio_fraction_high:1.198825157189276e-05 - rollout_corr/rollout_is_ratio_fraction_low:5.99412560404744e-05 - rollout_corr/rollout_is_max:2.0840299129486084 - rollout_corr/rollout_is_min:0.03206612169742584 - rollout_corr/rollout_is_std:0.04015055671334267 - rollout_corr/rollout_is_eff_sample_size:0.9983904085296447 - rollout_corr/rollout_is_seq_mean:0.9999212622642517 - rollout_corr/rollout_is_seq_std:0.003086200449615717 - rollout_corr/rollout_is_seq_max:1.0128618478775024 - rollout_corr/rollout_is_seq_min:0.9903483986854553 - rollout_corr/rollout_is_seq_max_deviation:0.012861847877502441 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3321797889657319) - rollout_corr/training_log_ppl:np.float64(0.28194430993880815) - rollout_corr/kl:np.float64(0.0011635422050204625) - rollout_corr/k3_kl:np.float64(0.0012278429346110897) - rollout_corr/rollout_ppl:np.float64(1.3305623242631555) - rollout_corr/rollout_log_ppl:np.float64(0.2807807675008007) - rollout_corr/log_ppl_diff:np.float64(0.0011635424380074255) - rollout_corr/log_ppl_abs_diff:np.float64(0.0028164471932541346) - rollout_corr/log_ppl_diff_max:np.float64(0.01170569658279419) - rollout_corr/log_ppl_diff_min:np.float64(-0.010286390781402588) - rollout_corr/ppl_ratio:np.float64(1.0011705257929862) - rollout_corr/chi2_token:np.float64(0.0025684768334031105) - rollout_corr/chi2_seq:np.float64(0.56981481006369) - actor/pg_loss:np.float64(0.004291482153348625) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0010325129969714908) - actor/ppo_kl:np.float64(2.040402626590776e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.5859375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.5859375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.41015625) - self_distillation/token_reweight_w_mean:np.float64(97715.03854049812) - self_distillation/token_reweight_w_std:np.float64(1362849.7468459418) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9998477473855019) - self_distillation/token_reweight_w_clip_frac:np.float64(0.08768687405972742) - self_distillation/empty_target_batch:np.float64(0.4140625) - actor/grad_norm:np.float64(0.5216539651155472) - perf/mfu/actor:np.float64(0.03586380732978027) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(143.9196662902832) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.5943452380952381) - val-aux/sciknoweval/reward/std@16:np.float64(0.19385587331070453) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.6712571428571429) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.14416552478989664) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.5181047619047618) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.18180031114620876) - val-aux/sciknoweval/r
step:31 - global_seqlen/min:15697 - global_seqlen/max:20497 - global_seqlen/minmax_diff:4800 - global_seqlen/balanced_min:18142 - global_seqlen/balanced_max:18440 - global_seqlen/mean:18179.75 - actor/entropy:0.24378487467765808 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4056262969970703 - training/rollout_probs_diff_mean:0.005305483937263489 - training/rollout_probs_diff_std:0.013869675807654858 - training/rollout_actor_probs_pearson_corr:0.9981986880302429 - self_distillation/success_group_fraction:0.78125 - self_distillation/success_sample_fraction:0.7734375 - self_distillation/correct_sample_fraction:0.625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.7734375 - rollout_corr/rollout_is_mean:1.0002444982528687 - rollout_corr/rollout_is_ratio_fraction_high:5.420200977823697e-05 - rollout_corr/rollout_is_ratio_fraction_low:9.485351620242e-05 - rollout_corr/rollout_is_max:2.6529436111450195 - rollout_corr/rollout_is_min:0.2698281407356262 - rollout_corr/rollout_is_std:0.04314593970775604 - rollout_corr/rollout_is_eff_sample_size:0.9981427181140134 - rollout_corr/rollout_is_seq_mean:1.0003163814544678 - rollout_corr/rollout_is_seq_std:0.0029239451978355646 - rollout_corr/rollout_is_seq_max:1.0140212774276733 - rollout_corr/rollout_is_seq_min:0.9939373135566711 - rollout_corr/rollout_is_seq_max_deviation:0.01402127742767334 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3019663002341986) - rollout_corr/training_log_ppl:np.float64(0.2597778052149806) - rollout_corr/kl:np.float64(0.001051263411028458) - rollout_corr/k3_kl:np.float64(0.0012008980110067569) - rollout_corr/rollout_ppl:np.float64(1.3005597270093858) - rollout_corr/rollout_log_ppl:np.float64(0.2587265418842435) - rollout_corr/log_ppl_diff:np.float64(0.0010512633307371289) - rollout_corr/log_ppl_abs_diff:np.float64(0.002555768267484382) - rollout_corr/log_ppl_diff_max:np.float64(0.010198384523391724) - rollout_corr/log_ppl_diff_min:np.float64(-0.010389238595962524) - rollout_corr/ppl_ratio:np.float64(1.00105693587102) - rollout_corr/chi2_token:np.float64(0.002714824862778187) - rollout_corr/chi2_seq:np.float64(1.5057584547903389) - actor/pg_loss:np.float64(0.004452571272850037) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0007820382315912866) - actor/ppo_kl:np.float64(0.00035900160938950876) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.7734375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.7734375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.625) - self_distillation/token_reweight_w_mean:np.float64(99177.65471042739) - self_distillation/token_reweight_w_std:np.float64(1529254.068720376) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9981596393045038) - self_distillation/token_reweight_w_clip_frac:np.float64(0.09003465421847068) - self_distillation/empty_target_batch:np.float64(0.2265625) - actor/grad_norm:np.float64(0.5145964473485947) - perf/mfu/actor:np.float64(0.0335625674385555) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(144.96116638183594) - actor/lr:np.float64(1e-06) - training/global_step:31 - training/epoch:0 - critic/score/mean:0.625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0012466462794691324 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.0012466462794691324 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:288.2734375 - response_length/max:769.0 - re
step:32 - global_seqlen/min:13741 - global_seqlen/max:20093 - global_seqlen/minmax_diff:6352 - global_seqlen/balanced_min:17020 - global_seqlen/balanced_max:17022 - global_seqlen/mean:17021.5 - actor/entropy:0.2510213851928711 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.3174631893634796 - training/rollout_probs_diff_mean:0.005626973696053028 - training/rollout_probs_diff_std:0.014290885999798775 - training/rollout_actor_probs_pearson_corr:0.9980513453483582 - self_distillation/success_group_fraction:0.75 - self_distillation/success_sample_fraction:0.7421875 - self_distillation/correct_sample_fraction:0.5625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.7421875 - rollout_corr/rollout_is_mean:1.0003660917282104 - rollout_corr/rollout_is_ratio_fraction_high:4.35514775745105e-05 - rollout_corr/rollout_is_ratio_fraction_low:4.35514775745105e-05 - rollout_corr/rollout_is_max:2.588045358657837 - rollout_corr/rollout_is_min:0.49156951904296875 - rollout_corr/rollout_is_std:0.04363907128572464 - rollout_corr/rollout_is_eff_sample_size:0.9981006764057321 - rollout_corr/rollout_is_seq_mean:1.0004558563232422 - rollout_corr/rollout_is_seq_std:0.0026327052619308233 - rollout_corr/rollout_is_seq_max:1.0082557201385498 - rollout_corr/rollout_is_seq_min:0.9930630326271057 - rollout_corr/rollout_is_seq_max_deviation:0.008255720138549805 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3111304240301251) - rollout_corr/training_log_ppl:np.float64(0.2656050497171236) - rollout_corr/kl:np.float64(0.0011632751664905072) - rollout_corr/k3_kl:np.float64(0.0012394887605751137) - rollout_corr/rollout_ppl:np.float64(1.3095909063704312) - rollout_corr/rollout_log_ppl:np.float64(0.2644417754927417) - rollout_corr/log_ppl_diff:np.float64(0.0011632742243818939) - rollout_corr/log_ppl_abs_diff:np.float64(0.0027760078373830765) - rollout_corr/log_ppl_diff_max:np.float64(0.027847379446029663) - rollout_corr/log_ppl_diff_min:np.float64(-0.00688682496547699) - rollout_corr/ppl_ratio:np.float64(1.0011707202065736) - rollout_corr/chi2_token:np.float64(0.00264995195902884) - rollout_corr/chi2_seq:np.float64(1.4071137343998998) - actor/pg_loss:np.float64(0.003960146103054285) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0013795204131383798) - actor/ppo_kl:np.float64(0.0005964390661219454) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.7421875) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.7421875) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.5625) - self_distillation/token_reweight_w_mean:np.float64(250012.3793359641) - self_distillation/token_reweight_w_std:np.float64(2860040.7311532954) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0007816257420927) - self_distillation/token_reweight_w_clip_frac:np.float64(0.07969121757196262) - self_distillation/empty_target_batch:np.float64(0.2578125) - actor/grad_norm:np.float64(0.522880308330059) - perf/mfu/actor:np.float64(0.031496540810405246) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(144.58367156982422) - actor/lr:np.float64(1e-06) - training/global_step:32 - training/epoch:0 - critic/score/mean:0.5625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.5625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0019834069535136223 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.0019834069535136223 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:269.078125 - response_length/max:628.0 -
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step:35 - global_seqlen/min:14987 - global_seqlen/max:19906 - global_seqlen/minmax_diff:4919 - global_seqlen/balanced_min:16938 - global_seqlen/balanced_max:16939 - global_seqlen/mean:16938.25 - actor/entropy:0.294697642326355 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.22079068422317505 - training/rollout_probs_diff_mean:0.005864571314305067 - training/rollout_probs_diff_std:0.013605127111077309 - training/rollout_actor_probs_pearson_corr:0.9984296560287476 - self_distillation/success_group_fraction:0.59375 - self_distillation/success_sample_fraction:0.5859375 - self_distillation/correct_sample_fraction:0.5078125 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.5859375 - rollout_corr/rollout_is_mean:1.00005042552948 - rollout_corr/rollout_is_ratio_fraction_high:3.1109037081478164e-05 - rollout_corr/rollout_is_ratio_fraction_low:3.1109037081478164e-05 - rollout_corr/rollout_is_max:2.7191102504730225 - rollout_corr/rollout_is_min:0.37482571601867676 - rollout_corr/rollout_is_std:0.04332791268825531 - rollout_corr/rollout_is_eff_sample_size:0.9981263285522803 - rollout_corr/rollout_is_seq_mean:1.0001163482666016 - rollout_corr/rollout_is_seq_std:0.0030649646650999784 - rollout_corr/rollout_is_seq_max:1.0084450244903564 - rollout_corr/rollout_is_seq_min:0.989280641078949 - rollout_corr/rollout_is_seq_max_deviation:0.010719358921051025 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3609930002130568) - rollout_corr/training_log_ppl:np.float64(0.3051015918608755) - rollout_corr/kl:np.float64(0.0011746971918284999) - rollout_corr/k3_kl:np.float64(0.0011032617354658214) - rollout_corr/rollout_ppl:np.float64(1.3593582352623343) - rollout_corr/rollout_log_ppl:np.float64(0.30392689420841634) - rollout_corr/log_ppl_diff:np.float64(0.0011746976524591446) - rollout_corr/log_ppl_abs_diff:np.float64(0.002850949880667031) - rollout_corr/log_ppl_diff_max:np.float64(0.012322753667831421) - rollout_corr/log_ppl_diff_min:np.float64(-0.010998740792274475) - rollout_corr/ppl_ratio:np.float64(1.0011811451986432) - rollout_corr/chi2_token:np.float64(0.0021009566262364388) - rollout_corr/chi2_seq:np.float64(1.5435644236858934) - actor/pg_loss:np.float64(0.0014815301401540637) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00020538957323879004) - actor/ppo_kl:np.float64(0.00030627488916046275) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.5859375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.5859375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.5078125) - self_distillation/token_reweight_w_mean:np.float64(94700.63521376462) - self_distillation/token_reweight_w_std:np.float64(1075744.331360741) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0004025450907648) - self_distillation/token_reweight_w_clip_frac:np.float64(0.03615615499438718) - self_distillation/empty_target_batch:np.float64(0.4140625) - actor/grad_norm:np.float64(0.3742603175342083) - perf/mfu/actor:np.float64(0.031170659142369998) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(144.1671371459961) - actor/lr:np.float64(1e-06) - training/global_step:35 - training/epoch:0 - critic/score/mean:0.5078125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.5078125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0029106393922120333 - critic/advantages/max:0.875 - critic/advantages/min:-0.75 - critic/returns/mean:0.0029106393922120333 - critic/returns/max:0.875 - critic/returns/min:-0.75 - response_length/mean:251.1328125 - respo
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step:39 - global_seqlen/min:15017 - global_seqlen/max:21775 - global_seqlen/minmax_diff:6758 - global_seqlen/balanced_min:17748 - global_seqlen/balanced_max:17751 - global_seqlen/mean:17750.375 - actor/entropy:0.2934376001358032 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4744115471839905 - training/rollout_probs_diff_mean:0.006076316349208355 - training/rollout_probs_diff_std:0.014462748542428017 - training/rollout_actor_probs_pearson_corr:0.9982326030731201 - self_distillation/success_group_fraction:0.78125 - self_distillation/success_sample_fraction:0.7734375 - self_distillation/correct_sample_fraction:0.59765625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.7734375 - rollout_corr/rollout_is_mean:1.0001943111419678 - rollout_corr/rollout_is_ratio_fraction_high:2.8678357921307907e-05 - rollout_corr/rollout_is_ratio_fraction_low:5.735671584261581e-05 - rollout_corr/rollout_is_max:2.3144755363464355 - rollout_corr/rollout_is_min:0.44314810633659363 - rollout_corr/rollout_is_std:0.04461565613746643 - rollout_corr/rollout_is_eff_sample_size:0.9980141101447896 - rollout_corr/rollout_is_seq_mean:1.0003681182861328 - rollout_corr/rollout_is_seq_std:0.0030234723817557096 - rollout_corr/rollout_is_seq_max:1.012935996055603 - rollout_corr/rollout_is_seq_min:0.991753876209259 - rollout_corr/rollout_is_seq_max_deviation:0.012935996055603027 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3561590211465955) - rollout_corr/training_log_ppl:np.float64(0.30050787163781933) - rollout_corr/kl:np.float64(0.0008042539968293738) - rollout_corr/k3_kl:np.float64(0.0011359995904740572) - rollout_corr/rollout_ppl:np.float64(1.355069079902023) - rollout_corr/rollout_log_ppl:np.float64(0.2997036176966503) - rollout_corr/log_ppl_diff:np.float64(0.0008042539411690086) - rollout_corr/log_ppl_abs_diff:np.float64(0.0024447946052532643) - rollout_corr/log_ppl_diff_max:np.float64(0.010187238454818726) - rollout_corr/log_ppl_diff_min:np.float64(-0.010493099689483643) - rollout_corr/ppl_ratio:np.float64(1.0008093006908894) - rollout_corr/chi2_token:np.float64(0.0029845864046365023) - rollout_corr/chi2_seq:np.float64(0.9699735399335623) - actor/pg_loss:np.float64(0.003664600197225809) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0006868128334645007) - actor/ppo_kl:np.float64(0.00012619273251779362) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.7734375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.7734375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.59765625) - self_distillation/token_reweight_w_mean:np.float64(231536.99509470444) - self_distillation/token_reweight_w_std:np.float64(3103805.8869296443) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0012708925642073) - self_distillation/token_reweight_w_clip_frac:np.float64(0.08035396633204073) - self_distillation/empty_target_batch:np.float64(0.2265625) - actor/grad_norm:np.float64(0.45319733768701553) - perf/mfu/actor:np.float64(0.03298738163573484) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(144.00569915771484) - actor/lr:np.float64(1e-06) - training/global_step:39 - training/epoch:0 - critic/score/mean:0.59765625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.59765625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.005079654045403004 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.005079654045403004 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:272.41796875
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 40}
validation generation end
[prompt] system

Given a question and four options, please select the right answer. Respond in the following format:
<reasoning>
...
</reasoning>
<answer>
...
</answer>

For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
<answer>
A
</answer>

user
Which of the following molecules is the only correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1" ?

A: O=C1c2ccccc2C(=O)N1c1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1
B: O=C1c2ccccc2C(Cl)N1c1ccc2ccc(Cl)nc2n1
C: O=C1c2ccccc2C(=O)N1Cc1ccc(Oc2ccc(Cl)c(C(F)(F)F)c2)cc1
D: O=C1c2ccccc2C(=O)N1CC=C(Cc1ccccc1)C(F)(F)F
Please reason step by step.
assistant
<think>

</think>


[response] <reasoning>
To determine the correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1", we need to analyze the structure of the product and compare it with the options provided. The product contains a nitrogen atom bonded to a carbon chain, with a substituted aromatic ring (Cc2ccc(Cl)cc2) and a trifluoromethyl group (C(F)(F)F).

Option A includes a structure with a ketone group (O=C), an aromatic ring (c2ccccc2), and a nitrogen atom (N) connected to a carbon chain. The nitrogen is bonded to a substituted aromatic ring with a chlorine atom and a trifluoromethyl group, matching the structure of the product.

Option B includes a structure with a ketone group (O=C), an aromatic ring (c2ccccc2), and a nitrogen atom (N) connected to a carbon chain. However, the substituents on the nitrogen do not match the product's structure, as it lacks the specific chlorine and trifluoromethyl groups.

Option C includes a structure with a ketone group (O=C), an aromatic ring (c2ccccc2), and a nitrogen atom (N) connected to a carbon chain. However, the substituents on the nitrogen do not match the product's structure, as it includes an oxygen group (Oc2) instead of the chlorine and trifluoromethyl groups.

Option D includes a structure with a ketone group (O=C), an aromatic ring (c2ccccc2), and a nitrogen atom (N) connected to a carbon chain. However, the substituents on the nitrogen do not match the product's structure, as it includes a double bond (CC=C) and a different trifluoromethyl group.

Based on the structural analysis, Option A is the only one that matches the product's structure, making it the correct reactant.
</reasoning>
<answer>
A
</answer>
[ground_truth] A
[score] 1.0
[acc] 1.0
[pred] A
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/chemistry/qwen3gen-chemistry-RLSD_TR-Qwen-Qwen3-4B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_40
step:40 - global_seqlen/min:16589 - global_seqlen/max:23076 - global_seqlen/minmax_diff:6487 - global_seqlen/balanced_min:19038 - global_seqlen/balanced_max:19042 - global_seqlen/mean:19040.5 - actor/entropy:0.3083128035068512 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.48448076844215393 - training/rollout_probs_diff_mean:0.006092434749007225 - training/rollout_probs_diff_std:0.01408663671463728 - training/rollout_actor_probs_pearson_corr:0.9983260631561279 - self_distillation/success_group_fraction:0.625 - self_distillation/success_sample_fraction:0.62109375 - self_distillation/correct_sample_fraction:0.54296875 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.62109375 - rollout_corr/rollout_is_mean:1.0004887580871582 - rollout_corr/rollout_is_ratio_fraction_high:2.767170371953398e-05 - rollout_corr/rollout_is_ratio_fraction_low:1.383585185976699e-05 - rollout_corr/rollout_is_max:2.5501346588134766 - rollout_corr/rollout_is_min:0.2322635054588318 - rollout_corr/rollout_is_std:0.044838204979896545 - rollout_corr/rollout_is_eff_sample_size:0.9979954688959803 - rollout_corr/rollout_is_seq_mean:1.0004291534423828 - rollout_corr/rollout_is_seq_std:0.00280501926317811 - rollout_corr/rollout_is_seq_max:1.0100523233413696 - rollout_corr/rollout_is_seq_min:0.9925862550735474 - rollout_corr/rollout_is_seq_max_deviation:0.010052323341369629 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3748237513937056) - rollout_corr/training_log_ppl:np.float64(0.3138403666380327) - rollout_corr/kl:np.float64(0.0008364543262393553) - rollout_corr/k3_kl:np.float64(0.0011391592736345046) - rollout_corr/rollout_ppl:np.float64(1.3736085868440568) - rollout_corr/rollout_log_ppl:np.float64(0.3130039106181357) - rollout_corr/log_ppl_diff:np.float64(0.0008364560198970139) - rollout_corr/log_ppl_abs_diff:np.float64(0.0023778348113410175) - rollout_corr/log_ppl_diff_max:np.float64(0.009519308805465698) - rollout_corr/log_ppl_diff_min:np.float64(-0.0073702335357666016) - rollout_corr/ppl_ratio:np.float64(1.0008412639144808) - rollout_corr/chi2_token:np.float64(0.0029417627956718206) - rollout_corr/chi2_seq:np.float64(0.8329082692507654) - actor/pg_loss:np.float64(0.0021506232442334294) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00047293603620346403) - actor/ppo_kl:np.float64(0.0002316894797989022) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.62109375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.62109375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.54296875) - self_distillation/token_reweight_w_mean:np.float64(45010.86430421425) - self_distillation/token_reweight_w_std:np.float64(529273.9801185789) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9998293393291533) - self_distillation/token_reweight_w_clip_frac:np.float64(0.05143398354994133) - self_distillation/empty_target_batch:np.float64(0.37890625) - actor/grad_norm:np.float64(0.38673160597682) - perf/mfu/actor:np.float64(0.03526754309862706) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(143.86711502075195) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.6357142857142857) - val-aux/sciknoweval/reward/std@16:np.float64(0.16134453805796828) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.6995523809523809) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.11925658429648062) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.5717714285714286) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.15210733801155413) - val-aux/sciknoweval/r
step:41 - global_seqlen/min:14161 - global_seqlen/max:22430 - global_seqlen/minmax_diff:8269 - global_seqlen/balanced_min:17529 - global_seqlen/balanced_max:17569 - global_seqlen/mean:17540.0 - actor/entropy:0.28421929478645325 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.3167548179626465 - training/rollout_probs_diff_mean:0.005681131035089493 - training/rollout_probs_diff_std:0.013473561964929104 - training/rollout_actor_probs_pearson_corr:0.9984502792358398 - self_distillation/success_group_fraction:0.75 - self_distillation/success_sample_fraction:0.75 - self_distillation/correct_sample_fraction:0.59375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.75 - rollout_corr/rollout_is_mean:1.0002758502960205 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:0.0 - rollout_corr/rollout_is_max:1.967482328414917 - rollout_corr/rollout_is_min:0.5226783752441406 - rollout_corr/rollout_is_std:0.04252113774418831 - rollout_corr/rollout_is_eff_sample_size:0.998196166076475 - rollout_corr/rollout_is_seq_mean:1.000309944152832 - rollout_corr/rollout_is_seq_std:0.002816120395436883 - rollout_corr/rollout_is_seq_max:1.0100390911102295 - rollout_corr/rollout_is_seq_min:0.9916365146636963 - rollout_corr/rollout_is_seq_max_deviation:0.010039091110229492 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3460121774114668) - rollout_corr/training_log_ppl:np.float64(0.29434393605333753) - rollout_corr/kl:np.float64(0.0006344841518632904) - rollout_corr/k3_kl:np.float64(0.0010341189710061371) - rollout_corr/rollout_ppl:np.float64(1.3451492232270539) - rollout_corr/rollout_log_ppl:np.float64(0.2937094499648083) - rollout_corr/log_ppl_diff:np.float64(0.0006344860885292292) - rollout_corr/log_ppl_abs_diff:np.float64(0.002157465787604451) - rollout_corr/log_ppl_diff_max:np.float64(0.00896558165550232) - rollout_corr/log_ppl_diff_min:np.float64(-0.008629709482192993) - rollout_corr/ppl_ratio:np.float64(1.000638237921521) - rollout_corr/chi2_token:np.float64(0.0028806456830352545) - rollout_corr/chi2_seq:np.float64(0.6779269557446241) - actor/pg_loss:np.float64(0.004367844783701003) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0004992729859623068) - actor/ppo_kl:np.float64(5.57020750591164e-06) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.75) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.75) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.59375) - self_distillation/token_reweight_w_mean:np.float64(156417.83956303308) - self_distillation/token_reweight_w_std:np.float64(2357416.5479677515) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.000363286351785) - self_distillation/token_reweight_w_clip_frac:np.float64(0.0830252695013769) - self_distillation/empty_target_batch:np.float64(0.25) - actor/grad_norm:np.float64(0.500577874481678) - perf/mfu/actor:np.float64(0.032587394156940674) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(145.82418060302734) - actor/lr:np.float64(1e-06) - training/global_step:41 - training/epoch:0 - critic/score/mean:0.59375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.59375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0022402419708669186 - critic/advantages/max:0.75 - critic/advantages/min:-0.875 - critic/returns/mean:0.0022402419708669186 - critic/returns/max:0.75 - critic/returns/min:-0.875 - response_length/mean:284.21875 - response_length/max:788.0 - response_length/min:110.0 - response_length/clip_ratio:0.0 -
step:42 - global_seqlen/min:15278 - global_seqlen/max:20664 - global_seqlen/minmax_diff:5386 - global_seqlen/balanced_min:18018 - global_seqlen/balanced_max:18114 - global_seqlen/mean:18031.0 - actor/entropy:0.2842845022678375 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.289776086807251 - training/rollout_probs_diff_mean:0.005445326212793589 - training/rollout_probs_diff_std:0.013068844564259052 - training/rollout_actor_probs_pearson_corr:0.9985550045967102 - self_distillation/success_group_fraction:0.8125 - self_distillation/success_sample_fraction:0.80859375 - self_distillation/correct_sample_fraction:0.5859375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.80859375 - rollout_corr/rollout_is_mean:0.9997981786727905 - rollout_corr/rollout_is_ratio_fraction_high:1.2730420166917611e-05 - rollout_corr/rollout_is_ratio_fraction_low:2.5460840333835222e-05 - rollout_corr/rollout_is_max:2.036485433578491 - rollout_corr/rollout_is_min:0.43032172322273254 - rollout_corr/rollout_is_std:0.04114258661866188 - rollout_corr/rollout_is_eff_sample_size:0.998309494689457 - rollout_corr/rollout_is_seq_mean:0.999789297580719 - rollout_corr/rollout_is_seq_std:0.0025704929139465094 - rollout_corr/rollout_is_seq_max:1.008382797241211 - rollout_corr/rollout_is_seq_min:0.9924810528755188 - rollout_corr/rollout_is_seq_max_deviation:0.008382797241210938 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3495313432067633) - rollout_corr/training_log_ppl:np.float64(0.2967612352222204) - rollout_corr/kl:np.float64(0.0012985346789022856) - rollout_corr/k3_kl:np.float64(0.0010939320847001) - rollout_corr/rollout_ppl:np.float64(1.3477259748615324) - rollout_corr/rollout_log_ppl:np.float64(0.29546269873389974) - rollout_corr/log_ppl_diff:np.float64(0.0012985364883206785) - rollout_corr/log_ppl_abs_diff:np.float64(0.002426193736027926) - rollout_corr/log_ppl_diff_max:np.float64(0.00859573483467102) - rollout_corr/log_ppl_diff_min:np.float64(-0.006498366594314575) - rollout_corr/ppl_ratio:np.float64(1.0013033242430538) - rollout_corr/chi2_token:np.float64(0.001749418443068862) - rollout_corr/chi2_seq:np.float64(0.668122704140842) - actor/pg_loss:np.float64(0.0077214669436216354) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.001590086207670538) - actor/ppo_kl:np.float64(0.0002024844293835315) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.80859375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.80859375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.5859375) - self_distillation/token_reweight_w_mean:np.float64(176662.73121298593) - self_distillation/token_reweight_w_std:np.float64(2621435.3882032083) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9981021112762392) - self_distillation/token_reweight_w_clip_frac:np.float64(0.14360627194400877) - self_distillation/empty_target_batch:np.float64(0.19140625) - actor/grad_norm:np.float64(0.6128042787313461) - perf/mfu/actor:np.float64(0.03360615388418303) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(145.27114486694336) - actor/lr:np.float64(1e-06) - training/global_step:42 - training/epoch:0 - critic/score/mean:0.5859375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.5859375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.003445170121267438 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.003445170121267438 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:306.84375 - response_le
step:43 - global_seqlen/min:17746 - global_seqlen/max:21005 - global_seqlen/minmax_diff:3259 - global_seqlen/balanced_min:19023 - global_seqlen/balanced_max:19027 - global_seqlen/mean:19025.375 - actor/entropy:0.29123467206954956 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.277299165725708 - training/rollout_probs_diff_mean:0.0057848598808050156 - training/rollout_probs_diff_std:0.013805463910102844 - training/rollout_actor_probs_pearson_corr:0.9984029531478882 - self_distillation/success_group_fraction:0.78125 - self_distillation/success_sample_fraction:0.77734375 - self_distillation/correct_sample_fraction:0.62890625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.77734375 - rollout_corr/rollout_is_mean:0.9998417496681213 - rollout_corr/rollout_is_ratio_fraction_high:1.3395668247540016e-05 - rollout_corr/rollout_is_ratio_fraction_low:6.697834032820538e-05 - rollout_corr/rollout_is_max:2.0824544429779053 - rollout_corr/rollout_is_min:0.3074188232421875 - rollout_corr/rollout_is_std:0.0433402918279171 - rollout_corr/rollout_is_eff_sample_size:0.9981245471106103 - rollout_corr/rollout_is_seq_mean:0.9999098181724548 - rollout_corr/rollout_is_seq_std:0.0025561333168298006 - rollout_corr/rollout_is_seq_max:1.0072154998779297 - rollout_corr/rollout_is_seq_min:0.9910159111022949 - rollout_corr/rollout_is_seq_max_deviation:0.008984088897705078 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3661411092616618) - rollout_corr/training_log_ppl:np.float64(0.30844287818763405) - rollout_corr/kl:np.float64(0.001555773359804391) - rollout_corr/k3_kl:np.float64(0.0014595502659631165) - rollout_corr/rollout_ppl:np.float64(1.3639800301752985) - rollout_corr/rollout_log_ppl:np.float64(0.30688710472895764) - rollout_corr/log_ppl_diff:np.float64(0.0015557734586764127) - rollout_corr/log_ppl_abs_diff:np.float64(0.0026391229184810072) - rollout_corr/log_ppl_diff_max:np.float64(0.011147260665893555) - rollout_corr/log_ppl_diff_min:np.float64(-0.006583303213119507) - rollout_corr/ppl_ratio:np.float64(1.0015615709125996) - rollout_corr/chi2_token:np.float64(0.0026983728166669607) - rollout_corr/chi2_seq:np.float64(0.5271497289650142) - actor/pg_loss:np.float64(0.0038334736600518227) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0013588511892521637) - actor/ppo_kl:np.float64(0.00048035153239256445) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.77734375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.77734375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.62890625) - self_distillation/token_reweight_w_mean:np.float64(120698.68936810177) - self_distillation/token_reweight_w_std:np.float64(1773706.5877801427) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.000403418438509) - self_distillation/token_reweight_w_clip_frac:np.float64(0.07702912960667163) - self_distillation/empty_target_batch:np.float64(0.22265625) - actor/grad_norm:np.float64(0.46645358949899673) - perf/mfu/actor:np.float64(0.03541705134193752) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(144.77776336669922) - actor/lr:np.float64(1e-06) - training/global_step:43 - training/epoch:0 - critic/score/mean:0.62890625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.62890625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.00016074800805654377 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.00016074800805654377 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:29
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step:49 - global_seqlen/min:17224 - global_seqlen/max:19716 - global_seqlen/minmax_diff:2492 - global_seqlen/balanced_min:18546 - global_seqlen/balanced_max:18550 - global_seqlen/mean:18548.75 - actor/entropy:0.27977773547172546 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.3583575189113617 - training/rollout_probs_diff_mean:0.005447280127555132 - training/rollout_probs_diff_std:0.013272756710648537 - training/rollout_actor_probs_pearson_corr:0.9984596967697144 - self_distillation/success_group_fraction:0.78125 - self_distillation/success_sample_fraction:0.77734375 - self_distillation/correct_sample_fraction:0.65234375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.77734375 - rollout_corr/rollout_is_mean:0.9998903274536133 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:2.59693042607978e-05 - rollout_corr/rollout_is_max:1.740144968032837 - rollout_corr/rollout_is_min:0.2820626199245453 - rollout_corr/rollout_is_std:0.04080290347337723 - rollout_corr/rollout_is_eff_sample_size:0.9983375338303951 - rollout_corr/rollout_is_seq_mean:0.9998434782028198 - rollout_corr/rollout_is_seq_std:0.0024030529893934727 - rollout_corr/rollout_is_seq_max:1.0073314905166626 - rollout_corr/rollout_is_seq_min:0.9888448715209961 - rollout_corr/rollout_is_seq_max_deviation:0.011155128479003906 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3396195233799517) - rollout_corr/training_log_ppl:np.float64(0.28772373546962626) - rollout_corr/kl:np.float64(0.0007274425354566461) - rollout_corr/k3_kl:np.float64(0.0009657581270516857) - rollout_corr/rollout_ppl:np.float64(1.338642387650907) - rollout_corr/rollout_log_ppl:np.float64(0.2869962909608148) - rollout_corr/log_ppl_diff:np.float64(0.0007274445088114589) - rollout_corr/log_ppl_abs_diff:np.float64(0.002191261184634641) - rollout_corr/log_ppl_diff_max:np.float64(0.011016637086868286) - rollout_corr/log_ppl_diff_min:np.float64(-0.009674102067947388) - rollout_corr/ppl_ratio:np.float64(1.0007315212860703) - rollout_corr/chi2_token:np.float64(0.002396710915490985) - rollout_corr/chi2_seq:np.float64(1.0418477742932737) - actor/pg_loss:np.float64(0.003264832077547908) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0005003044952900382) - actor/ppo_kl:np.float64(-0.0002956932246789279) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.77734375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.77734375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.65234375) - self_distillation/token_reweight_w_mean:np.float64(133482.32340499433) - self_distillation/token_reweight_w_std:np.float64(1837865.312099801) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9993252530694008) - self_distillation/token_reweight_w_clip_frac:np.float64(0.07909147051395848) - self_distillation/empty_target_batch:np.float64(0.22265625) - actor/grad_norm:np.float64(0.44828861951828003) - perf/mfu/actor:np.float64(0.03315053423820138) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(151.27535438537598) - actor/lr:np.float64(1e-06) - training/global_step:49 - training/epoch:0 - critic/score/mean:0.65234375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.65234375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.005617484916001558 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.005617484916001558 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:300.8359375 - response_length
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 50}
validation generation end
[prompt] system

Given a question and four options, please select the right answer. Respond in the following format:
<reasoning>
...
</reasoning>
<answer>
...
</answer>

For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
<answer>
A
</answer>

user
Which of the following molecules is the only correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1" ?

A: O=C1c2ccccc2C(=O)N1c1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1
B: O=C1c2ccccc2C(Cl)N1c1ccc2ccc(Cl)nc2n1
C: O=C1c2ccccc2C(=O)N1Cc1ccc(Oc2ccc(Cl)c(C(F)(F)F)c2)cc1
D: O=C1c2ccccc2C(=O)N1CC=C(Cc1ccccc1)C(F)(F)F
Please reason step by step.
assistant
<think>

</think>


[response] <reasoning>
To determine the correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1", we need to identify which of the given options matches the structure of the reactant that would form this product through a chemical reaction.

The product contains a structure with a substituted benzene ring (Cc2ccc(Cl)cc2) and a trifluoromethyl group (C(F)(F)F). The correct reactant should include these key functional groups and match the overall structure of the product.

Option A contains a structure with a substituted benzene ring (c2ccccc2) and a nitro group (N), which is consistent with the product's structure. It also includes a chlorine atom and a trifluoromethyl group, making it a strong candidate for the correct reactant.

Option B includes a chlorine atom and a substituted benzene ring, but it lacks the trifluoromethyl group and does not match the structure of the product.

Option C includes a substituted benzene ring and a trifluoromethyl group, but it has a different functional group (an oxygen atom) that is not present in the product.

Option D includes a substituted benzene ring and a trifluoromethyl group, but it has a different functional group (a double bond) that is not present in the product.

Therefore, the correct answer is Option A, as it contains the necessary functional groups and matches the structure of the product.
</reasoning>
<answer>
A
</answer>
[ground_truth] A
[score] 1.0
[acc] 1.0
[pred] A
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/chemistry/qwen3gen-chemistry-RLSD_TR-Qwen-Qwen3-4B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_50
step:50 - global_seqlen/min:15714 - global_seqlen/max:24076 - global_seqlen/minmax_diff:8362 - global_seqlen/balanced_min:18055 - global_seqlen/balanced_max:18058 - global_seqlen/mean:18056.5 - actor/entropy:0.24377241730690002 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.36303967237472534 - training/rollout_probs_diff_mean:0.005148114170879126 - training/rollout_probs_diff_std:0.013693224638700485 - training/rollout_actor_probs_pearson_corr:0.9982551336288452 - self_distillation/success_group_fraction:0.875 - self_distillation/success_sample_fraction:0.859375 - self_distillation/correct_sample_fraction:0.61328125 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.859375 - rollout_corr/rollout_is_mean:1.0000401735305786 - rollout_corr/rollout_is_ratio_fraction_high:2.7458949261927046e-05 - rollout_corr/rollout_is_ratio_fraction_low:6.864737224532291e-05 - rollout_corr/rollout_is_max:2.6678342819213867 - rollout_corr/rollout_is_min:0.17930372059345245 - rollout_corr/rollout_is_std:0.04035785421729088 - rollout_corr/rollout_is_eff_sample_size:0.9983741296547397 - rollout_corr/rollout_is_seq_mean:1.0000826120376587 - rollout_corr/rollout_is_seq_std:0.002955564297735691 - rollout_corr/rollout_is_seq_max:1.0125819444656372 - rollout_corr/rollout_is_seq_min:0.9909312725067139 - rollout_corr/rollout_is_seq_max_deviation:0.012581944465637207 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3021241263486445) - rollout_corr/training_log_ppl:np.float64(0.26025468575244304) - rollout_corr/kl:np.float64(0.0007726539755310569) - rollout_corr/k3_kl:np.float64(0.0010959870580791176) - rollout_corr/rollout_ppl:np.float64(1.3010970023460686) - rollout_corr/rollout_log_ppl:np.float64(0.2594820303056622) - rollout_corr/log_ppl_diff:np.float64(0.0007726554467808455) - rollout_corr/log_ppl_abs_diff:np.float64(0.00248320066020824) - rollout_corr/log_ppl_diff_max:np.float64(0.010783776640892029) - rollout_corr/log_ppl_diff_min:np.float64(-0.014668971300125122) - rollout_corr/ppl_ratio:np.float64(1.0007780094165355) - rollout_corr/chi2_token:np.float64(0.002904584165662527) - rollout_corr/chi2_seq:np.float64(1.7037486750632524) - actor/pg_loss:np.float64(0.00390949088614434) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0012861561140198319) - actor/ppo_kl:np.float64(-2.874969411337247e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.859375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.859375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.61328125) - self_distillation/token_reweight_w_mean:np.float64(303182.6307455059) - self_distillation/token_reweight_w_std:np.float64(3853282.430746559) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.001452625496313) - self_distillation/token_reweight_w_clip_frac:np.float64(0.08799264291883446) - self_distillation/empty_target_batch:np.float64(0.140625) - actor/grad_norm:np.float64(0.9146713092923164) - perf/mfu/actor:np.float64(0.03308314844340515) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(145.47300720214844) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.6586309523809524) - val-aux/sciknoweval/reward/std@16:np.float64(0.1466147179951147) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.7180000000000002) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.10968372523717904) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.5997904761904762) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.1360982101557332) - val-aux/sciknoweval/reward/maj@2/
step:51 - global_seqlen/min:17642 - global_seqlen/max:21320 - global_seqlen/minmax_diff:3678 - global_seqlen/balanced_min:19266 - global_seqlen/balanced_max:19274 - global_seqlen/mean:19272.125 - actor/entropy:0.27418410778045654 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.3186328411102295 - training/rollout_probs_diff_mean:0.005429690238088369 - training/rollout_probs_diff_std:0.013169948011636734 - training/rollout_actor_probs_pearson_corr:0.9984568953514099 - self_distillation/success_group_fraction:0.8125 - self_distillation/success_sample_fraction:0.8046875 - self_distillation/correct_sample_fraction:0.5390625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.8046875 - rollout_corr/rollout_is_mean:0.9999269247055054 - rollout_corr/rollout_is_ratio_fraction_high:2.6965442884829827e-05 - rollout_corr/rollout_is_ratio_fraction_low:2.6965442884829827e-05 - rollout_corr/rollout_is_max:2.9393632411956787 - rollout_corr/rollout_is_min:0.18107180297374725 - rollout_corr/rollout_is_std:0.04137301445007324 - rollout_corr/rollout_is_eff_sample_size:0.9982909612066878 - rollout_corr/rollout_is_seq_mean:0.9999714493751526 - rollout_corr/rollout_is_seq_std:0.0026941560208797455 - rollout_corr/rollout_is_seq_max:1.0119987726211548 - rollout_corr/rollout_is_seq_min:0.9906357526779175 - rollout_corr/rollout_is_seq_max_deviation:0.011998772621154785 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3326939661055803) - rollout_corr/training_log_ppl:np.float64(0.283328754856484) - rollout_corr/kl:np.float64(0.001354399174752885) - rollout_corr/k3_kl:np.float64(0.0011438059663078093) - rollout_corr/rollout_ppl:np.float64(1.3308947938494384) - rollout_corr/rollout_log_ppl:np.float64(0.2819743549771374) - rollout_corr/log_ppl_diff:np.float64(0.0013543998793466017) - rollout_corr/log_ppl_abs_diff:np.float64(0.0025673647614894435) - rollout_corr/log_ppl_diff_max:np.float64(0.017022624611854553) - rollout_corr/log_ppl_diff_min:np.float64(-0.007628902792930603) - rollout_corr/ppl_ratio:np.float64(1.001360428519547) - rollout_corr/chi2_token:np.float64(0.0018329326994717121) - rollout_corr/chi2_seq:np.float64(1.2063880120404065) - actor/pg_loss:np.float64(0.006517422734759748) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0015835570143281075) - actor/ppo_kl:np.float64(0.0004230728660630234) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.8046875) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.8046875) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.5390625) - self_distillation/token_reweight_w_mean:np.float64(238186.0888677421) - self_distillation/token_reweight_w_std:np.float64(3422829.743828913) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0022471062839031) - self_distillation/token_reweight_w_clip_frac:np.float64(0.1062716192973312) - self_distillation/empty_target_batch:np.float64(0.1953125) - actor/grad_norm:np.float64(0.5796995311975479) - perf/mfu/actor:np.float64(0.035632098241036) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(145.68563079833984) - actor/lr:np.float64(1e-06) - training/global_step:51 - training/epoch:0 - critic/score/mean:0.5390625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.5390625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.010413717478513718 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.010413717478513718 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:289.72265625 - response_
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step:53 - global_seqlen/min:17379 - global_seqlen/max:20313 - global_seqlen/minmax_diff:2934 - global_seqlen/balanced_min:18481 - global_seqlen/balanced_max:18482 - global_seqlen/mean:18481.75 - actor/entropy:0.278646856546402 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.18462908267974854 - training/rollout_probs_diff_mean:0.005563129670917988 - training/rollout_probs_diff_std:0.013384878635406494 - training/rollout_actor_probs_pearson_corr:0.9984221458435059 - self_distillation/success_group_fraction:0.6875 - self_distillation/success_sample_fraction:0.6875 - self_distillation/correct_sample_fraction:0.57421875 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.6875 - rollout_corr/rollout_is_mean:0.9999546408653259 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:5.5409334891010076e-05 - rollout_corr/rollout_is_max:1.8313579559326172 - rollout_corr/rollout_is_min:0.0737028419971466 - rollout_corr/rollout_is_std:0.04174019396305084 - rollout_corr/rollout_is_eff_sample_size:0.9982605487774039 - rollout_corr/rollout_is_seq_mean:0.9999428391456604 - rollout_corr/rollout_is_seq_std:0.0028358809649944305 - rollout_corr/rollout_is_seq_max:1.0075714588165283 - rollout_corr/rollout_is_seq_min:0.9910898804664612 - rollout_corr/rollout_is_seq_max_deviation:0.008910119533538818 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.338077249005437) - rollout_corr/training_log_ppl:np.float64(0.2873227519157808) - rollout_corr/kl:np.float64(0.0011784572657376202) - rollout_corr/k3_kl:np.float64(0.0013956419594478575) - rollout_corr/rollout_ppl:np.float64(1.3364087981171906) - rollout_corr/rollout_log_ppl:np.float64(0.2861442923604045) - rollout_corr/log_ppl_diff:np.float64(0.001178459555376321) - rollout_corr/log_ppl_abs_diff:np.float64(0.0027842955314554274) - rollout_corr/log_ppl_diff_max:np.float64(0.0132656991481781) - rollout_corr/log_ppl_diff_min:np.float64(-0.010441526770591736) - rollout_corr/ppl_ratio:np.float64(1.0011851615272462) - rollout_corr/chi2_token:np.float64(0.003180387197062373) - rollout_corr/chi2_seq:np.float64(1.2029992926400155) - actor/pg_loss:np.float64(0.003771678893826902) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0009931258632605022) - actor/ppo_kl:np.float64(0.00019185108615538127) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.6875) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.6875) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.57421875) - self_distillation/token_reweight_w_mean:np.float64(52868.786943790736) - self_distillation/token_reweight_w_std:np.float64(637934.6799204362) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9990235811565071) - self_distillation/token_reweight_w_clip_frac:np.float64(0.07278861297527328) - self_distillation/empty_target_batch:np.float64(0.3125) - actor/grad_norm:np.float64(0.44415684044361115) - perf/mfu/actor:np.float64(0.0346355208538403) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(145.01051712036133) - actor/lr:np.float64(1e-06) - training/global_step:53 - training/epoch:0 - critic/score/mean:0.57421875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.57421875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.006060396321117878 - critic/advantages/max:0.75 - critic/advantages/min:-0.875 - critic/returns/mean:-0.006060396321117878 - critic/returns/max:0.75 - critic/returns/min:-0.875 - response_length/mean:281.9921875 - response_length/max:616.0 - response_len
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step:59 - global_seqlen/min:15244 - global_seqlen/max:19485 - global_seqlen/minmax_diff:4241 - global_seqlen/balanced_min:16769 - global_seqlen/balanced_max:16771 - global_seqlen/mean:16770.625 - actor/entropy:0.2315026819705963 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5046374797821045 - training/rollout_probs_diff_mean:0.0052477153949439526 - training/rollout_probs_diff_std:0.013823322020471096 - training/rollout_actor_probs_pearson_corr:0.9981176853179932 - self_distillation/success_group_fraction:0.65625 - self_distillation/success_sample_fraction:0.65625 - self_distillation/correct_sample_fraction:0.58203125 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.65625 - rollout_corr/rollout_is_mean:1.0000110864639282 - rollout_corr/rollout_is_ratio_fraction_high:1.5287481801351532e-05 - rollout_corr/rollout_is_ratio_fraction_low:6.114992720540613e-05 - rollout_corr/rollout_is_max:2.5501413345336914 - rollout_corr/rollout_is_min:0.3053041398525238 - rollout_corr/rollout_is_std:0.04093707725405693 - rollout_corr/rollout_is_eff_sample_size:0.998326959562596 - rollout_corr/rollout_is_seq_mean:1.000074863433838 - rollout_corr/rollout_is_seq_std:0.0029152550268918276 - rollout_corr/rollout_is_seq_max:1.0087932348251343 - rollout_corr/rollout_is_seq_min:0.9920890927314758 - rollout_corr/rollout_is_seq_max_deviation:0.008793234825134277 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2814294979907572) - rollout_corr/training_log_ppl:np.float64(0.24554033184540458) - rollout_corr/kl:np.float64(0.0010128226648049576) - rollout_corr/k3_kl:np.float64(0.0010760613429283694) - rollout_corr/rollout_ppl:np.float64(1.280145457945764) - rollout_corr/rollout_log_ppl:np.float64(0.2445275079808198) - rollout_corr/log_ppl_diff:np.float64(0.0010128238645847887) - rollout_corr/log_ppl_abs_diff:np.float64(0.0026435373874846846) - rollout_corr/log_ppl_diff_max:np.float64(0.01640312373638153) - rollout_corr/log_ppl_diff_min:np.float64(-0.01078614592552185) - rollout_corr/ppl_ratio:np.float64(1.001019265735522) - rollout_corr/chi2_token:np.float64(0.0022960123606026173) - rollout_corr/chi2_seq:np.float64(0.9392846249975264) - actor/pg_loss:np.float64(0.002857705345377326) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00044364196128299227) - actor/ppo_kl:np.float64(0.0001824798405234418) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.65625) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.65625) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.58203125) - self_distillation/token_reweight_w_mean:np.float64(71359.55967221712) - self_distillation/token_reweight_w_std:np.float64(989988.4983619121) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9995234010275453) - self_distillation/token_reweight_w_clip_frac:np.float64(0.04141386490664445) - self_distillation/empty_target_batch:np.float64(0.34375) - actor/grad_norm:np.float64(0.3792598769068718) - perf/mfu/actor:np.float64(0.03147454843432276) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(144.65855026245117) - actor/lr:np.float64(1e-06) - training/global_step:59 - training/epoch:0 - critic/score/mean:0.58203125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.58203125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.003848623251542449 - critic/advantages/max:0.625 - critic/advantages/min:-0.75 - critic/returns/mean:0.003848623251542449 - critic/returns/max:0.625 - critic/returns/min:-0.75 - response_length/mean:255.51953125 - response_length/
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 60}
validation generation end
[prompt] system

Given a question and four options, please select the right answer. Respond in the following format:
<reasoning>
...
</reasoning>
<answer>
...
</answer>

For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
<answer>
A
</answer>

user
Which of the following molecules is the only correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1" ?

A: O=C1c2ccccc2C(=O)N1c1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1
B: O=C1c2ccccc2C(Cl)N1c1ccc2ccc(Cl)nc2n1
C: O=C1c2ccccc2C(=O)N1Cc1ccc(Oc2ccc(Cl)c(C(F)(F)F)c2)cc1
D: O=C1c2ccccc2C(=O)N1CC=C(Cc1ccccc1)C(F)(F)F
Please reason step by step.
assistant
<think>

</think>


[response] <reasoning>
To determine the correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1", we need to identify which of the given options contains the correct functional groups and structure that match the product.

The product contains a nitrogen-containing group (n1) connected to a cyclohexane ring (Cc2ccc(Cl)cc2), with a Cl group and a trifluoromethyl group (C(F)(F)F). The correct reactant must include these key features.

Option A contains a ketone group (O=C1), an aromatic ring (c2ccccc2), and a nitrogen (N1) connected to a cyclohexane ring with a Cl group and a trifluoromethyl group. This matches the structure of the product.

Option B contains a ketone group (O=C1), an aromatic ring (c2ccccc2), and a nitrogen (N1), but it does not include the Cl group or the trifluoromethyl group in the correct position.

Option C contains a ketone group (O=C1), an aromatic ring (c2ccccc2), and a nitrogen (N1), but it includes a different functional group (Oc2ccc(Cl)c(C(F)(F)F)c2) that does not match the product.

Option D contains a ketone group (O=C1), an aromatic ring (c2ccccc2), and a nitrogen (N1), but it includes a different functional group (CC=C(Cc1ccccc1)C(F)(F)F) that does not match the product.

Therefore, the correct answer is Option A.
</reasoning>
<answer>
A
</answer>
[ground_truth] A
[score] 1.0
[acc] 1.0
[pred] A
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/chemistry/qwen3gen-chemistry-RLSD_TR-Qwen-Qwen3-4B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_60
step:60 - global_seqlen/min:14552 - global_seqlen/max:17730 - global_seqlen/minmax_diff:3178 - global_seqlen/balanced_min:16889 - global_seqlen/balanced_max:16891 - global_seqlen/mean:16890.25 - actor/entropy:0.258317232131958 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5851317644119263 - training/rollout_probs_diff_mean:0.005422248970717192 - training/rollout_probs_diff_std:0.013785075396299362 - training/rollout_actor_probs_pearson_corr:0.9982817769050598 - self_distillation/success_group_fraction:0.84375 - self_distillation/success_sample_fraction:0.828125 - self_distillation/correct_sample_fraction:0.63671875 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.828125 - rollout_corr/rollout_is_mean:1.0001024007797241 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:1.4916022337274626e-05 - rollout_corr/rollout_is_max:1.976409912109375 - rollout_corr/rollout_is_min:0.3921801745891571 - rollout_corr/rollout_is_std:0.041325442492961884 - rollout_corr/rollout_is_eff_sample_size:0.9982955945128663 - rollout_corr/rollout_is_seq_mean:1.000079870223999 - rollout_corr/rollout_is_seq_std:0.002677295822650194 - rollout_corr/rollout_is_seq_max:1.0086641311645508 - rollout_corr/rollout_is_seq_min:0.9929971694946289 - rollout_corr/rollout_is_seq_max_deviation:0.008664131164550781 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3128179563209414) - rollout_corr/training_log_ppl:np.float64(0.2678291550837457) - rollout_corr/kl:np.float64(0.001152293861238718) - rollout_corr/k3_kl:np.float64(0.0010784027733734547) - rollout_corr/rollout_ppl:np.float64(1.3112971791997552) - rollout_corr/rollout_log_ppl:np.float64(0.2666768589988351) - rollout_corr/log_ppl_diff:np.float64(0.0011522960849106312) - rollout_corr/log_ppl_abs_diff:np.float64(0.002510662190616131) - rollout_corr/log_ppl_diff_max:np.float64(0.009669288992881775) - rollout_corr/log_ppl_diff_min:np.float64(-0.007052525877952576) - rollout_corr/ppl_ratio:np.float64(1.0011574435047805) - rollout_corr/chi2_token:np.float64(0.002051107119768858) - rollout_corr/chi2_seq:np.float64(0.5519429405685514) - actor/pg_loss:np.float64(0.003786680055782199) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0008521524032403249) - actor/ppo_kl:np.float64(0.0003417033792416646) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.828125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.828125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.63671875) - self_distillation/token_reweight_w_mean:np.float64(148988.88128135214) - self_distillation/token_reweight_w_std:np.float64(1866554.9818183868) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0014604937750846) - self_distillation/token_reweight_w_clip_frac:np.float64(0.08368598294327967) - self_distillation/empty_target_batch:np.float64(0.171875) - actor/grad_norm:np.float64(0.4603109806776047) - perf/mfu/actor:np.float64(0.03142972200463806) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(145.4005994796753) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.6735119047619048) - val-aux/sciknoweval/reward/std@16:np.float64(0.14333415818798717) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.7287000000000001) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.10654141009401605) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.6172761904761904) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.13505886263851702) - val-aux/sciknoweval/reward/maj@2/mean:np.float64(0
step:61 - global_seqlen/min:14736 - global_seqlen/max:19497 - global_seqlen/minmax_diff:4761 - global_seqlen/balanced_min:17532 - global_seqlen/balanced_max:17536 - global_seqlen/mean:17534.5 - actor/entropy:0.2423284649848938 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.49669769406318665 - training/rollout_probs_diff_mean:0.005022233817726374 - training/rollout_probs_diff_std:0.013324090279638767 - training/rollout_actor_probs_pearson_corr:0.9983177781105042 - self_distillation/success_group_fraction:0.875 - self_distillation/success_sample_fraction:0.86328125 - self_distillation/correct_sample_fraction:0.65234375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.86328125 - rollout_corr/rollout_is_mean:1.0002062320709229 - rollout_corr/rollout_is_ratio_fraction_high:5.464779314934276e-05 - rollout_corr/rollout_is_ratio_fraction_low:4.0985847590491176e-05 - rollout_corr/rollout_is_max:7.0302934646606445 - rollout_corr/rollout_is_min:0.35777419805526733 - rollout_corr/rollout_is_std:0.03978368639945984 - rollout_corr/rollout_is_eff_sample_size:0.998420353539922 - rollout_corr/rollout_is_seq_mean:1.0001554489135742 - rollout_corr/rollout_is_seq_std:0.002474896376952529 - rollout_corr/rollout_is_seq_max:1.0129971504211426 - rollout_corr/rollout_is_seq_min:0.9919136762619019 - rollout_corr/rollout_is_seq_max_deviation:0.012997150421142578 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2963423300534487) - rollout_corr/training_log_ppl:np.float64(0.25556481117382646) - rollout_corr/kl:np.float64(0.0009956922927543133) - rollout_corr/k3_kl:np.float64(0.0010460353189500893) - rollout_corr/rollout_ppl:np.float64(1.2950277719646692) - rollout_corr/rollout_log_ppl:np.float64(0.25456911721266806) - rollout_corr/log_ppl_diff:np.float64(0.0009956939611583948) - rollout_corr/log_ppl_abs_diff:np.float64(0.002202652278356254) - rollout_corr/log_ppl_diff_max:np.float64(0.010044902563095093) - rollout_corr/log_ppl_diff_min:np.float64(-0.009525060653686523) - rollout_corr/ppl_ratio:np.float64(1.0009999251924455) - rollout_corr/chi2_token:np.float64(0.0022548860870301723) - rollout_corr/chi2_seq:np.float64(0.8442793434951454) - actor/pg_loss:np.float64(0.0042004447896033525) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0007894714767644473) - actor/ppo_kl:np.float64(0.0002806229531095994) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.86328125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.86328125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.65234375) - self_distillation/token_reweight_w_mean:np.float64(132276.08868701942) - self_distillation/token_reweight_w_std:np.float64(1859101.6540320972) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0012411118950695) - self_distillation/token_reweight_w_clip_frac:np.float64(0.08409801000379957) - self_distillation/empty_target_batch:np.float64(0.13671875) - actor/grad_norm:np.float64(0.4940867945551872) - perf/mfu/actor:np.float64(0.03230972888329671) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(146.0987777709961) - actor/lr:np.float64(1e-06) - training/global_step:61 - training/epoch:1 - critic/score/mean:0.65234375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.65234375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0024950134102255106 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.0024950134102255106 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:285.921875
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step:69 - global_seqlen/min:15072 - global_seqlen/max:24554 - global_seqlen/minmax_diff:9482 - global_seqlen/balanced_min:18606 - global_seqlen/balanced_max:18614 - global_seqlen/mean:18608.375 - actor/entropy:0.24838018417358398 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.21835267543792725 - training/rollout_probs_diff_mean:0.004963765386492014 - training/rollout_probs_diff_std:0.012902619317173958 - training/rollout_actor_probs_pearson_corr:0.9984732270240784 - self_distillation/success_group_fraction:0.78125 - self_distillation/success_sample_fraction:0.76953125 - self_distillation/correct_sample_fraction:0.56640625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.76953125 - rollout_corr/rollout_is_mean:0.9996421337127686 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:5.750844502472319e-05 - rollout_corr/rollout_is_max:1.9659780263900757 - rollout_corr/rollout_is_min:0.26981014013290405 - rollout_corr/rollout_is_std:0.039976488798856735 - rollout_corr/rollout_is_eff_sample_size:0.9984033607144375 - rollout_corr/rollout_is_seq_mean:0.9996398687362671 - rollout_corr/rollout_is_seq_std:0.0026584318839013577 - rollout_corr/rollout_is_seq_max:1.0071197748184204 - rollout_corr/rollout_is_seq_min:0.9907388687133789 - rollout_corr/rollout_is_seq_max_deviation:0.009261131286621094 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3142020958475769) - rollout_corr/training_log_ppl:np.float64(0.2681919914903119) - rollout_corr/kl:np.float64(0.0011005508938133346) - rollout_corr/k3_kl:np.float64(0.0010078800825397138) - rollout_corr/rollout_ppl:np.float64(1.3127118106931448) - rollout_corr/rollout_log_ppl:np.float64(0.2670914397749584) - rollout_corr/log_ppl_diff:np.float64(0.0011005517153535038) - rollout_corr/log_ppl_abs_diff:np.float64(0.0023552981147076935) - rollout_corr/log_ppl_diff_max:np.float64(0.013139069080352783) - rollout_corr/log_ppl_diff_min:np.float64(-0.007561713457107544) - rollout_corr/ppl_ratio:np.float64(1.001105590723455) - rollout_corr/chi2_token:np.float64(0.0017845977563410997) - rollout_corr/chi2_seq:np.float64(0.37655540159903467) - actor/pg_loss:np.float64(0.004595633479766548) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0005241842873147107) - actor/ppo_kl:np.float64(-0.0001359343073588093) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.76953125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.76953125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.56640625) - self_distillation/token_reweight_w_mean:np.float64(242376.49935866683) - self_distillation/token_reweight_w_std:np.float64(3279716.472702818) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0019234952051193) - self_distillation/token_reweight_w_clip_frac:np.float64(0.08817204824299552) - self_distillation/empty_target_batch:np.float64(0.23046875) - actor/grad_norm:np.float64(0.47684382647275925) - perf/mfu/actor:np.float64(0.03472723156176391) - perf/max_memory_allocated_gb:np.float64(124.38179159164429) - perf/max_memory_reserved_gb:np.float64(130.84765625) - perf/cpu_memory_used_gb:np.float64(145.89558792114258) - actor/lr:np.float64(1e-06) - training/global_step:69 - training/epoch:1 - critic/score/mean:0.56640625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.56640625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0034019839949905872 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0034019839949905872 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:271.69921875 - resp
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 70}
validation generation end
[prompt] system

Given a question and four options, please select the right answer. Respond in the following format:
<reasoning>
...
</reasoning>
<answer>
...
</answer>

For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
<answer>
A
</answer>

user
Which of the following molecules is the only correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1" ?

A: O=C1c2ccccc2C(=O)N1c1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1
B: O=C1c2ccccc2C(Cl)N1c1ccc2ccc(Cl)nc2n1
C: O=C1c2ccccc2C(=O)N1Cc1ccc(Oc2ccc(Cl)c(C(F)(F)F)c2)cc1
D: O=C1c2ccccc2C(=O)N1CC=C(Cc1ccccc1)C(F)(F)F
Please reason step by step.
assistant
<think>

</think>


[response] <reasoning>
The question asks which of the given options is the only correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1". To determine the correct answer, we need to analyze the structure of the product and compare it with the options.

The product contains a nitrile group (–n) attached to a cyclohexyl ring with a chlorine atom and a trifluoromethyl group (–C(F)(F)F). The structure also includes a benzene ring with a chlorine atom and a trifluoromethyl group.

Looking at the options:

- Option A: Contains a nitrile group and a cyclohexyl ring with a chlorine atom and a trifluoromethyl group, matching the product's structure.
- Option B: Contains a nitrile group but does not have the correct trifluoromethyl group or the correct chlorine atom placement.
- Option C: Contains a nitrile group but does not match the correct structure of the product, especially the trifluoromethyl group.
- Option D: Contains a nitrile group but does not have the correct structure of the product, especially the trifluoromethyl group.

Therefore, the correct answer is Option A, as it matches the structure of the product.
</reasoning>
<answer>
A
</answer>
[ground_truth] A
[score] 1.0
[acc] 1.0
[pred] A
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/chemistry/qwen3gen-chemistry-RLSD_TR-Qwen-Qwen3-4B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_70
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step:71 - global_seqlen/min:15483 - global_seqlen/max:28966 - global_seqlen/minmax_diff:13483 - global_seqlen/balanced_min:18380 - global_seqlen/balanced_max:25891 - global_seqlen/mean:19333.5 - actor/entropy:0.21173985302448273 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4046512842178345 - training/rollout_probs_diff_mean:0.0045140874572098255 - training/rollout_probs_diff_std:0.012615382671356201 - training/rollout_actor_probs_pearson_corr:0.9983184337615967 - self_distillation/success_group_fraction:0.75 - self_distillation/success_sample_fraction:0.73828125 - self_distillation/correct_sample_fraction:0.5859375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.73828125 - rollout_corr/rollout_is_mean:0.9998964667320251 - rollout_corr/rollout_is_ratio_fraction_high:1.2943308320245706e-05 - rollout_corr/rollout_is_ratio_fraction_low:6.471654342021793e-05 - rollout_corr/rollout_is_max:2.0498809814453125 - rollout_corr/rollout_is_min:0.38866347074508667 - rollout_corr/rollout_is_std:0.03843024745583534 - rollout_corr/rollout_is_eff_sample_size:0.9985250563653204 - rollout_corr/rollout_is_seq_mean:0.9998904466629028 - rollout_corr/rollout_is_seq_std:0.0028965510427951813 - rollout_corr/rollout_is_seq_max:1.0107746124267578 - rollout_corr/rollout_is_seq_min:0.9922298192977905 - rollout_corr/rollout_is_seq_max_deviation:0.010774612426757812 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2945193266496062) - rollout_corr/training_log_ppl:np.float64(0.2542406297643538) - rollout_corr/kl:np.float64(0.0010824492369110317) - rollout_corr/k3_kl:np.float64(0.0011051825894128342) - rollout_corr/rollout_ppl:np.float64(1.293056899216026) - rollout_corr/rollout_log_ppl:np.float64(0.2531581802359142) - rollout_corr/log_ppl_diff:np.float64(0.0010824495284396107) - rollout_corr/log_ppl_abs_diff:np.float64(0.00271785432141769) - rollout_corr/log_ppl_diff_max:np.float64(0.014131128787994385) - rollout_corr/log_ppl_diff_min:np.float64(-0.009531468152999878) - rollout_corr/ppl_ratio:np.float64(1.0010888520628214) - rollout_corr/chi2_token:np.float64(0.002212358172982931) - rollout_corr/chi2_seq:np.float64(0.6793141439557076) - actor/pg_loss:np.float64(0.002975177369080484) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.000972424295014207) - actor/ppo_kl:np.float64(7.461081707615946e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.73828125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.73828125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.5859375) - self_distillation/token_reweight_w_mean:np.float64(134136.12361396686) - self_distillation/token_reweight_w_std:np.float64(1624645.7259825736) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9988281566184014) - self_distillation/token_reweight_w_clip_frac:np.float64(0.07092063533491455) - self_distillation/empty_target_batch:np.float64(0.26171875) - actor/grad_norm:np.float64(0.4537533223628998) - perf/mfu/actor:np.float64(0.03374089352858298) - perf/max_memory_allocated_gb:np.float64(124.80831956863403) - perf/max_memory_reserved_gb:np.float64(131.27734375) - perf/cpu_memory_used_gb:np.float64(146.65079879760742) - actor/lr:np.float64(1e-06) - training/global_step:71 - training/epoch:1 - critic/score/mean:0.5859375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.5859375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.06832286715507507 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.06832286715507507 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:301.796875 - respon
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step:79 - global_seqlen/min:13318 - global_seqlen/max:19723 - global_seqlen/minmax_diff:6405 - global_seqlen/balanced_min:16851 - global_seqlen/balanced_max:16855 - global_seqlen/mean:16852.75 - actor/entropy:0.2380763292312622 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.24131831526756287 - training/rollout_probs_diff_mean:0.00509747164323926 - training/rollout_probs_diff_std:0.01309633906930685 - training/rollout_actor_probs_pearson_corr:0.998324453830719 - self_distillation/success_group_fraction:0.78125 - self_distillation/success_sample_fraction:0.78125 - self_distillation/correct_sample_fraction:0.59765625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.78125 - rollout_corr/rollout_is_mean:0.999850869178772 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:1.4865467164781876e-05 - rollout_corr/rollout_is_max:1.6486144065856934 - rollout_corr/rollout_is_min:0.48596420884132385 - rollout_corr/rollout_is_std:0.04019506648182869 - rollout_corr/rollout_is_eff_sample_size:0.998386606117186 - rollout_corr/rollout_is_seq_mean:0.9999116659164429 - rollout_corr/rollout_is_seq_std:0.0028780419379472733 - rollout_corr/rollout_is_seq_max:1.0085704326629639 - rollout_corr/rollout_is_seq_min:0.9908472299575806 - rollout_corr/rollout_is_seq_max_deviation:0.009152770042419434 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2909451411105692) - rollout_corr/training_log_ppl:np.float64(0.250693125941325) - rollout_corr/kl:np.float64(0.0009612457183649781) - rollout_corr/k3_kl:np.float64(0.0010165603632685816) - rollout_corr/rollout_ppl:np.float64(1.2896752119995654) - rollout_corr/rollout_log_ppl:np.float64(0.24973187799332663) - rollout_corr/log_ppl_diff:np.float64(0.0009612479479983449) - rollout_corr/log_ppl_abs_diff:np.float64(0.0024955651024356484) - rollout_corr/log_ppl_diff_max:np.float64(0.008482903242111206) - rollout_corr/log_ppl_diff_min:np.float64(-0.007829368114471436) - rollout_corr/ppl_ratio:np.float64(1.0009662464726716) - rollout_corr/chi2_token:np.float64(0.002142100827768445) - rollout_corr/chi2_seq:np.float64(0.36312326532788575) - actor/pg_loss:np.float64(0.0036202146438881755) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0008493167902088317) - actor/ppo_kl:np.float64(1.813888876256442e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.78125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.78125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.59765625) - self_distillation/token_reweight_w_mean:np.float64(207000.82824485935) - self_distillation/token_reweight_w_std:np.float64(2774328.0958690653) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0004315504338592) - self_distillation/token_reweight_w_clip_frac:np.float64(0.07667552542989142) - self_distillation/empty_target_batch:np.float64(0.21875) - actor/grad_norm:np.float64(0.5015818998217583) - perf/mfu/actor:np.float64(0.031159245026246143) - perf/max_memory_allocated_gb:np.float64(124.80831956863403) - perf/max_memory_reserved_gb:np.float64(131.27734375) - perf/cpu_memory_used_gb:np.float64(146.08302688598633) - actor/lr:np.float64(1e-06) - training/global_step:79 - training/epoch:1 - critic/score/mean:0.59765625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.59765625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.000724691548384726 - critic/advantages/max:0.75 - critic/advantages/min:-0.875 - critic/returns/mean:-0.000724691548384726 - critic/returns/max:0.75 - critic/returns/min:-0.875 - response_length/mean:262.7734375 - response_length/max:630.0 - re
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 80}
validation generation end
[prompt] system

Given a question and four options, please select the right answer. Respond in the following format:
<reasoning>
...
</reasoning>
<answer>
...
</answer>

For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
<answer>
A
</answer>

user
Which of the following molecules is the only correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1" ?

A: O=C1c2ccccc2C(=O)N1c1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1
B: O=C1c2ccccc2C(Cl)N1c1ccc2ccc(Cl)nc2n1
C: O=C1c2ccccc2C(=O)N1Cc1ccc(Oc2ccc(Cl)c(C(F)(F)F)c2)cc1
D: O=C1c2ccccc2C(=O)N1CC=C(Cc1ccccc1)C(F)(F)F
Please reason step by step.
assistant
<think>

</think>


[response] <reasoning>
The question asks which of the given options is the only correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1". The product contains a structure with a nitrile group (n1) and a substituted benzene ring with a chlorine atom and a trifluoromethyl group (C(F)(F)F).

Option A: "O=C1c2ccccc2C(=O)N1c1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1" contains a nitrile group (n1) and a substituted benzene ring with a chlorine atom and a trifluoromethyl group, matching the product structure.

Option B: "O=C1c2ccccc2C(Cl)N1c1ccc2ccc(Cl)nc2n1" contains a chlorine atom but does not have the correct nitrile group and trifluoromethyl group structure.

Option C: "O=C1c2ccccc2C(=O)N1Cc1ccc(Oc2ccc(Cl)c(C(F)(F)F)c2)cc1" has a different structure with an oxygen atom and a different substitution pattern, not matching the product.

Option D: "O=C1c2ccccc2C(=O)N1CC=C(Cc1ccccc1)C(F)(F)F" contains a different structure with a double bond and a different substitution pattern, not matching the product.

Therefore, the correct answer is Option A, as it matches the structure of the product.
</reasoning>
<answer>
A
</answer>
[ground_truth] A
[score] 1.0
[acc] 1.0
[pred] A
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/chemistry/qwen3gen-chemistry-RLSD_TR-Qwen-Qwen3-4B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_80
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step:81 - global_seqlen/min:15749 - global_seqlen/max:23070 - global_seqlen/minmax_diff:7321 - global_seqlen/balanced_min:19345 - global_seqlen/balanced_max:19350 - global_seqlen/mean:19349.125 - actor/entropy:0.24268725514411926 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4967529773712158 - training/rollout_probs_diff_mean:0.0049947695806622505 - training/rollout_probs_diff_std:0.013053881004452705 - training/rollout_actor_probs_pearson_corr:0.9983764290809631 - self_distillation/success_group_fraction:0.8125 - self_distillation/success_sample_fraction:0.80859375 - self_distillation/correct_sample_fraction:0.640625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.80859375 - rollout_corr/rollout_is_mean:0.9997670650482178 - rollout_corr/rollout_is_ratio_fraction_high:1.3156336535757873e-05 - rollout_corr/rollout_is_ratio_fraction_low:5.262534614303149e-05 - rollout_corr/rollout_is_max:2.0260822772979736 - rollout_corr/rollout_is_min:0.2609400451183319 - rollout_corr/rollout_is_std:0.03953344747424126 - rollout_corr/rollout_is_eff_sample_size:0.9984388918274393 - rollout_corr/rollout_is_seq_mean:0.999757707118988 - rollout_corr/rollout_is_seq_std:0.002598333638161421 - rollout_corr/rollout_is_seq_max:1.0065761804580688 - rollout_corr/rollout_is_seq_min:0.9917704463005066 - rollout_corr/rollout_is_seq_max_deviation:0.008229553699493408 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2969164904206991) - rollout_corr/training_log_ppl:np.float64(0.2555096454452723) - rollout_corr/kl:np.float64(0.0012044042446035519) - rollout_corr/k3_kl:np.float64(0.001068380127094315) - rollout_corr/rollout_ppl:np.float64(1.295284100342542) - rollout_corr/rollout_log_ppl:np.float64(0.25430524366674945) - rollout_corr/log_ppl_diff:np.float64(0.0012044017785228789) - rollout_corr/log_ppl_abs_diff:np.float64(0.002569538773968816) - rollout_corr/log_ppl_diff_max:np.float64(0.00988227128982544) - rollout_corr/log_ppl_diff_min:np.float64(-0.007966101169586182) - rollout_corr/ppl_ratio:np.float64(1.0012098925653845) - rollout_corr/chi2_token:np.float64(0.0018374514766037464) - rollout_corr/chi2_seq:np.float64(0.6602487270720303) - actor/pg_loss:np.float64(0.0036679430631920695) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0007375691257038852) - actor/ppo_kl:np.float64(0.00012186931077984298) - actor/pg_clipfrac_lower:np.float64(8.037551197048742e-06) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.80859375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.80859375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.640625) - self_distillation/token_reweight_w_mean:np.float64(152346.46296780813) - self_distillation/token_reweight_w_std:np.float64(2223816.070475471) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0006990339607) - self_distillation/token_reweight_w_clip_frac:np.float64(0.07411914720432833) - self_distillation/empty_target_batch:np.float64(0.19140625) - actor/grad_norm:np.float64(0.43313899636268616) - perf/mfu/actor:np.float64(0.035338759221170066) - perf/max_memory_allocated_gb:np.float64(124.80831956863403) - perf/max_memory_reserved_gb:np.float64(131.27734375) - perf/cpu_memory_used_gb:np.float64(146.7124252319336) - actor/lr:np.float64(1e-06) - training/global_step:81 - training/epoch:1 - critic/score/mean:0.640625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.640625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0049204700626432896 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0049204700626432896 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:
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step:89 - global_seqlen/min:16152 - global_seqlen/max:22412 - global_seqlen/minmax_diff:6260 - global_seqlen/balanced_min:18887 - global_seqlen/balanced_max:18895 - global_seqlen/mean:18893.375 - actor/entropy:0.22386007010936737 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.2151239514350891 - training/rollout_probs_diff_mean:0.005173899233341217 - training/rollout_probs_diff_std:0.013607512228190899 - training/rollout_actor_probs_pearson_corr:0.9981110692024231 - self_distillation/success_group_fraction:0.84375 - self_distillation/success_sample_fraction:0.83203125 - self_distillation/correct_sample_fraction:0.625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.83203125 - rollout_corr/rollout_is_mean:1.0000429153442383 - rollout_corr/rollout_is_ratio_fraction_high:2.6122277631657198e-05 - rollout_corr/rollout_is_ratio_fraction_low:7.83668365329504e-05 - rollout_corr/rollout_is_max:2.51365327835083 - rollout_corr/rollout_is_min:0.1054598018527031 - rollout_corr/rollout_is_std:0.04179442301392555 - rollout_corr/rollout_is_eff_sample_size:0.9982565097660324 - rollout_corr/rollout_is_seq_mean:1.0000097751617432 - rollout_corr/rollout_is_seq_std:0.0027215098962187767 - rollout_corr/rollout_is_seq_max:1.0083972215652466 - rollout_corr/rollout_is_seq_min:0.9915516376495361 - rollout_corr/rollout_is_seq_max_deviation:0.008448362350463867 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2823212435469031) - rollout_corr/training_log_ppl:np.float64(0.24520724279864226) - rollout_corr/kl:np.float64(0.0008697826999508607) - rollout_corr/k3_kl:np.float64(0.0010809666277964425) - rollout_corr/rollout_ppl:np.float64(1.2811899655498564) - rollout_corr/rollout_log_ppl:np.float64(0.24433745855640154) - rollout_corr/log_ppl_diff:np.float64(0.000869784242240712) - rollout_corr/log_ppl_abs_diff:np.float64(0.0022608327853959054) - rollout_corr/log_ppl_diff_max:np.float64(0.010239839553833008) - rollout_corr/log_ppl_diff_min:np.float64(-0.0071149468421936035) - rollout_corr/ppl_ratio:np.float64(1.0008741298224777) - rollout_corr/chi2_token:np.float64(0.0025997732300311327) - rollout_corr/chi2_seq:np.float64(0.5740627928171307) - actor/pg_loss:np.float64(0.0036603367188945413) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0008643267137813382) - actor/ppo_kl:np.float64(-9.36468737013918e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.83203125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.83203125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.625) - self_distillation/token_reweight_w_mean:np.float64(95742.81214469112) - self_distillation/token_reweight_w_std:np.float64(1397763.4353546314) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0014505761209875) - self_distillation/token_reweight_w_clip_frac:np.float64(0.07612263548071496) - self_distillation/empty_target_batch:np.float64(0.16796875) - actor/grad_norm:np.float64(0.43359871953725815) - perf/mfu/actor:np.float64(0.035258064824575705) - perf/max_memory_allocated_gb:np.float64(124.80831956863403) - perf/max_memory_reserved_gb:np.float64(131.27734375) - perf/cpu_memory_used_gb:np.float64(146.1541633605957) - actor/lr:np.float64(1e-06) - training/global_step:89 - training/epoch:1 - critic/score/mean:0.625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.00761464424431324 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.00761464424431324 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:299.07421875 - response_length
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 90}
validation generation end
[prompt] system

Given a question and four options, please select the right answer. Respond in the following format:
<reasoning>
...
</reasoning>
<answer>
...
</answer>

For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
<answer>
A
</answer>

user
Which of the following molecules is the only correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1" ?

A: O=C1c2ccccc2C(=O)N1c1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1
B: O=C1c2ccccc2C(Cl)N1c1ccc2ccc(Cl)nc2n1
C: O=C1c2ccccc2C(=O)N1Cc1ccc(Oc2ccc(Cl)c(C(F)(F)F)c2)cc1
D: O=C1c2ccccc2C(=O)N1CC=C(Cc1ccccc1)C(F)(F)F
Please reason step by step.
assistant
<think>

</think>


[response] <reasoning>
The question asks which of the given options is the correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1". The product contains a structure with a chlorine atom, a trifluoromethyl group (C(F)(F)F), and a specific aromatic ring structure.

Option A contains a structure with a chlorine atom, a trifluoromethyl group, and the correct aromatic ring structure. The formula is "O=C1c2ccccc2C(=O)N1c1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1", which matches the required components of the product.

Option B contains a chlorine atom but does not have the correct trifluoromethyl group or the correct aromatic ring structure.

Option C contains a trifluoromethyl group but lacks the correct chlorine atom and the correct aromatic ring structure.

Option D contains a trifluoromethyl group but lacks the correct chlorine atom and the correct aromatic ring structure.

Therefore, the correct answer is Option A, as it contains all the necessary components of the product.
</reasoning>
<answer>
A
</answer>
[ground_truth] A
[score] 1.0
[acc] 1.0
[pred] A
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/chemistry/qwen3gen-chemistry-RLSD_TR-Qwen-Qwen3-4B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_90
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step:99 - global_seqlen/min:16270 - global_seqlen/max:23777 - global_seqlen/minmax_diff:7507 - global_seqlen/balanced_min:18894 - global_seqlen/balanced_max:18898 - global_seqlen/mean:18896.125 - actor/entropy:0.23954525589942932 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5315115451812744 - training/rollout_probs_diff_mean:0.005148096010088921 - training/rollout_probs_diff_std:0.013385861180722713 - training/rollout_actor_probs_pearson_corr:0.9983036518096924 - self_distillation/success_group_fraction:0.8125 - self_distillation/success_sample_fraction:0.80859375 - self_distillation/correct_sample_fraction:0.640625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.80859375 - rollout_corr/rollout_is_mean:1.00002920627594 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:1.40447464218596e-05 - rollout_corr/rollout_is_max:1.9394363164901733 - rollout_corr/rollout_is_min:0.2951362729072571 - rollout_corr/rollout_is_std:0.04090065881609917 - rollout_corr/rollout_is_eff_sample_size:0.9983299298399158 - rollout_corr/rollout_is_seq_mean:1.0000901222229004 - rollout_corr/rollout_is_seq_std:0.0026464853435754776 - rollout_corr/rollout_is_seq_max:1.00861656665802 - rollout_corr/rollout_is_seq_min:0.9930309057235718 - rollout_corr/rollout_is_seq_max_deviation:0.00861656665802002 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2940249065868556) - rollout_corr/training_log_ppl:np.float64(0.25375668989727274) - rollout_corr/kl:np.float64(0.0008266884788987738) - rollout_corr/k3_kl:np.float64(0.0009614558624662095) - rollout_corr/rollout_ppl:np.float64(1.2929239594377577) - rollout_corr/rollout_log_ppl:np.float64(0.2529299992165761) - rollout_corr/log_ppl_diff:np.float64(0.000826690680696629) - rollout_corr/log_ppl_abs_diff:np.float64(0.0025123875675490126) - rollout_corr/log_ppl_diff_max:np.float64(0.009278476238250732) - rollout_corr/log_ppl_diff_min:np.float64(-0.007872521877288818) - rollout_corr/ppl_ratio:np.float64(1.000831762328744) - rollout_corr/chi2_token:np.float64(0.002216932363808155) - rollout_corr/chi2_seq:np.float64(0.6580137938726693) - actor/pg_loss:np.float64(0.004063432686962187) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0007904909580247477) - actor/ppo_kl:np.float64(4.468652047506794e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.80859375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.80859375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.640625) - self_distillation/token_reweight_w_mean:np.float64(131557.28193879593) - self_distillation/token_reweight_w_std:np.float64(2127779.07550747) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.999837173614651) - self_distillation/token_reweight_w_clip_frac:np.float64(0.07958601297286805) - self_distillation/empty_target_batch:np.float64(0.19140625) - actor/grad_norm:np.float64(0.4794868528842926) - perf/mfu/actor:np.float64(0.035181320287522105) - perf/max_memory_allocated_gb:np.float64(124.80831956863403) - perf/max_memory_reserved_gb:np.float64(131.27734375) - perf/cpu_memory_used_gb:np.float64(146.34246444702148) - actor/lr:np.float64(1e-06) - training/global_step:99 - training/epoch:1 - critic/score/mean:0.640625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.640625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.003239069599658251 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.003239069599658251 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:278.12890625 - response_length/max:681.0 - r
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 100}
validation generation end
[prompt] system

Given a question and four options, please select the right answer. Respond in the following format:
<reasoning>
...
</reasoning>
<answer>
...
</answer>

For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
<answer>
A
</answer>

user
Which of the following molecules is the only correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1" ?

A: O=C1c2ccccc2C(=O)N1c1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1
B: O=C1c2ccccc2C(Cl)N1c1ccc2ccc(Cl)nc2n1
C: O=C1c2ccccc2C(=O)N1Cc1ccc(Oc2ccc(Cl)c(C(F)(F)F)c2)cc1
D: O=C1c2ccccc2C(=O)N1CC=C(Cc1ccccc1)C(F)(F)F
Please reason step by step.
assistant
<think>

</think>


[response] <reasoning>
The question asks which of the given options is the only correct reactant used in the synthesis of the product "Nc1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1". The product contains a structure with a chlorine atom, a trifluoromethyl group (C(F)(F)F), and a specific aromatic ring structure.

Option A: "O=C1c2ccccc2C(=O)N1c1ccn(Cc2ccc(Cl)cc2C(F)(F)F)n1" contains the correct structure with a chlorine atom, a trifluoromethyl group, and the necessary aromatic ring, matching the product structure.

Option B: "O=C1c2ccccc2C(Cl)N1c1ccc2ccc(Cl)nc2n1" contains a chlorine atom but lacks the correct trifluoromethyl group and the correct aromatic ring structure.

Option C: "O=C1c2ccccc2C(=O)N1Cc1ccc(Oc2ccc(Cl)c(C(F)(F)F)c2)cc1" contains a trifluoromethyl group and a chlorine atom but has an incorrect aromatic ring structure and additional functional groups not present in the product.

Option D: "O=C1c2ccccc2C(=O)N1CC=C(Cc1ccccc1)C(F)(F)F" contains a trifluoromethyl group but lacks the correct chlorine atom and the correct aromatic ring structure.

Therefore, the only option that matches the product structure is Option A.
</reasoning>
<answer>
A
</answer>
[ground_truth] A
[score] 1.0
[acc] 1.0
[pred] A
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/chemistry/qwen3gen-chemistry-RLSD_TR-Qwen-Qwen3-4B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_100
step:100 - global_seqlen/min:17070 - global_seqlen/max:22010 - global_seqlen/minmax_diff:4940 - global_seqlen/balanced_min:19621 - global_seqlen/balanced_max:19622 - global_seqlen/mean:19621.75 - actor/entropy:0.21838146448135376 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.30163663625717163 - training/rollout_probs_diff_mean:0.004920980893075466 - training/rollout_probs_diff_std:0.013346283696591854 - training/rollout_actor_probs_pearson_corr:0.9981935024261475 - self_distillation/success_group_fraction:0.71875 - self_distillation/success_sample_fraction:0.71875 - self_distillation/correct_sample_fraction:0.6171875 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.71875 - rollout_corr/rollout_is_mean:1.0000070333480835 - rollout_corr/rollout_is_ratio_fraction_high:1.2321644135226961e-05 - rollout_corr/rollout_is_ratio_fraction_low:6.16082179476507e-05 - rollout_corr/rollout_is_max:2.1037662029266357 - rollout_corr/rollout_is_min:0.39213550090789795 - rollout_corr/rollout_is_std:0.04028838127851486 - rollout_corr/rollout_is_eff_sample_size:0.9983795954951445 - rollout_corr/rollout_is_seq_mean:1.0000463724136353 - rollout_corr/rollout_is_seq_std:0.002407139865681529 - rollout_corr/rollout_is_seq_max:1.0090001821517944 - rollout_corr/rollout_is_seq_min:0.9934689998626709 - rollout_corr/rollout_is_seq_max_deviation:0.009000182151794434 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2685748748481274) - rollout_corr/training_log_ppl:np.float64(0.23310650100756902) - rollout_corr/kl:np.float64(0.0009287315268036167) - rollout_corr/k3_kl:np.float64(0.001084987000297133) - rollout_corr/rollout_ppl:np.float64(1.2673596912063658) - rollout_corr/rollout_log_ppl:np.float64(0.2321777678298531) - rollout_corr/log_ppl_diff:np.float64(0.0009287331777159125) - rollout_corr/log_ppl_abs_diff:np.float64(0.002280793822137639) - rollout_corr/log_ppl_diff_max:np.float64(0.015468984842300415) - rollout_corr/log_ppl_diff_min:np.float64(-0.010868668556213379) - rollout_corr/ppl_ratio:np.float64(1.0009334608912468) - rollout_corr/chi2_token:np.float64(0.002497109118849039) - rollout_corr/chi2_seq:np.float64(1.0585334873758256) - actor/pg_loss:np.float64(0.0023272527614608407) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0004233177678543143) - actor/ppo_kl:np.float64(0.00010989303795483352) - actor/pg_clipfrac_lower:np.float64(0.0) - self_distillation/token_reweight_lambda:np.float64(0.5) - self_distillation/token_reweight_eps_w:np.float64(0.20000000000000004) - self_distillation/token_reweight_active_token_fraction:np.float64(0.71875) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.71875) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.6171875) - self_distillation/token_reweight_w_mean:np.float64(73094.00544022233) - self_distillation/token_reweight_w_std:np.float64(1188161.9467263469) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.000056762015447) - self_distillation/token_reweight_w_clip_frac:np.float64(0.03758277394808829) - self_distillation/empty_target_batch:np.float64(0.28125) - actor/grad_norm:np.float64(0.25844827108085155) - perf/mfu/actor:np.float64(0.03632957727570209) - perf/max_memory_allocated_gb:np.float64(124.80831956863403) - perf/max_memory_reserved_gb:np.float64(131.27734375) - perf/cpu_memory_used_gb:np.float64(146.29161834716797) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.6895833333333333) - val-aux/sciknoweval/reward/std@16:np.float64(0.10973085235155812) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.733895238095238) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.08320072408312382) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.6464904761904762) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.10098054289944847) - val-aux/sciknoweval/reward/maj@2
("Final validation metrics: {'val-aux/sciknoweval/reward/mean@16': "
 "np.float64(0.6895833333333333), 'val-aux/sciknoweval/reward/std@16': "
 "np.float64(0.10973085235155812), 'val-aux/sciknoweval/reward/best@2/mean': "
 "np.float64(0.733895238095238), 'val-aux/sciknoweval/reward/best@2/std': "
 "np.float64(0.08320072408312382), 'val-aux/sciknoweval/reward/worst@2/mean': "
 "np.float64(0.6464904761904762), 'val-aux/sciknoweval/reward/worst@2/std': "
 "np.float64(0.10098054289944847), 'val-aux/sciknoweval/reward/maj@2/mean': "
 "np.float64(0.6907285714285715), 'val-aux/sciknoweval/reward/maj@2/std': "
 "np.float64(0.10956288078402857), 'val-aux/sciknoweval/reward/best@4/mean': "
 "np.float64(0.7644238095238095), 'val-aux/sciknoweval/reward/best@4/std': "
 "np.float64(0.05746985351073585), 'val-aux/sciknoweval/reward/worst@4/mean': "
 "np.float64(0.6048666666666667), 'val-aux/sciknoweval/reward/worst@4/std': "
 "np.float64(0.08537783027231041), 'val-aux/sciknoweval/reward/maj@4/mean': "
 "np.float64(0.6991761904761905), 'val-aux/sciknoweval/reward/maj@4/std': "
 "np.float64(0.08403267534041585), 'val-aux/sciknoweval/reward/best@8/mean': "
 "np.float64(0.7858285714285714), 'val-aux/sciknoweval/reward/best@8/std': "
 "np.float64(0.038120394142420314), 'val-aux/sciknoweval/reward/worst@8/mean': "
 "np.float64(0.5691952380952381), 'val-aux/sciknoweval/reward/worst@8/std': "
 "np.float64(0.06319778055664713), 'val-aux/sciknoweval/reward/maj@8/mean': "
 "np.float64(0.7047571428571429), 'val-aux/sciknoweval/reward/maj@8/std': "
 "np.float64(0.05779624954713381), 'val-aux/sciknoweval/reward/best@16/mean': "
 "np.float64(0.8013714285714286), 'val-aux/sciknoweval/reward/best@16/std': "
 "np.float64(0.02391792727193744), 'val-aux/sciknoweval/reward/worst@16/mean': "
 "np.float64(0.5435285714285715), 'val-aux/sciknoweval/reward/worst@16/std': "
 "np.float64(0.03927314998986781), 'val-aux/sciknoweval/reward/maj@16/mean': "
 "np.float64(0.7074904761904762), 'val-aux/sciknoweval/reward/maj@16/std': "
 "np.float64(0.03834834240388913), 'val-aux/sciknoweval/score/mean@16': "
 "np.float64(0.6895833333333333), 'val-aux/sciknoweval/score/std@16': "
 "np.float64(0.10973085235155812), 'val-aux/sciknoweval/score/best@2/mean': "
 "np.float64(0.733895238095238), 'val-aux/sciknoweval/score/best@2/std': "
 "np.float64(0.08320072408312382), 'val-aux/sciknoweval/score/worst@2/mean': "
 "np.float64(0.6464904761904762), 'val-aux/sciknoweval/score/worst@2/std': "
 "np.float64(0.10098054289944847), 'val-aux/sciknoweval/score/maj@2/mean': "
 "np.float64(0.6907285714285715), 'val-aux/sciknoweval/score/maj@2/std': "
 "np.float64(0.10956288078402857), 'val-aux/sciknoweval/score/best@4/mean': "
 "np.float64(0.7644238095238095), 'val-aux/sciknoweval/score/best@4/std': "
 "np.float64(0.05746985351073585), 'val-aux/sciknoweval/score/worst@4/mean': "
 "np.float64(0.6048666666666667), 'val-aux/sciknoweval/score/worst@4/std': "
 "np.float64(0.08537783027231041), 'val-aux/sciknoweval/score/maj@4/mean': "
 "np.float64(0.6991761904761905), 'val-aux/sciknoweval/score/maj@4/std': "
 "np.float64(0.08403267534041585), 'val-aux/sciknoweval/score/best@8/mean': "
 "np.float64(0.7858285714285714), 'val-aux/sciknoweval/score/best@8/std': "
 "np.float64(0.038120394142420314), 'val-aux/sciknoweval/score/worst@8/mean': "
 "np.float64(0.5691952380952381), 'val-aux/sciknoweval/score/worst@8/std': "
 "np.float64(0.06319778055664713), 'val-aux/sciknoweval/score/maj@8/mean': "
 "np.float64(0.7047571428571429), 'val-aux/sciknoweval/score/maj@8/std': "
 "np.float64(0.05779624954713381), 'val-aux/sciknoweval/score/best@16/mean': "
 "np.float64(0.8013714285714286), 'val-aux/sciknoweval/score/best@16/std': "
 "np.float64(0.02391792727193744), 'val-aux/sciknoweval/score/worst@16/mean': "
 "np.float64(0.5435285714285715), 'val-aux/sciknoweval/score/worst@16/std': "
 "np.float64(0.03927314998986781), 'val-aux/sciknoweval/score/maj@16/mean': "
 "np.float64(0.7074904761904762), 'val-aux/sciknoweval/score/maj@16/std': "
 "np.float64(0.03834834240388913), 'val-core/sciknoweval/acc/mean@16': "
 "np.float64(0.6895833333333333), 'val-aux/sciknoweval/acc/std@16': "
 "np.float64(0.10973085235155812), 'val-aux/sciknoweval/acc/best@2/mean': "
 "np.float64(0.733895238095238), 'val-aux/sciknoweval/acc/best@2/std': "
 "np.float64(0.08320072408312382), 'val-aux/sciknoweval/acc/worst@2/mean': "
 "np.float64(0.6464904761904762), 'val-aux/sciknoweval/acc/worst@2/std': "
 "np.float64(0.10098054289944847), 'val-aux/sciknoweval/acc/maj@2/mean': "
 "np.float64(0.6907285714285715), 'val-aux/sciknoweval/acc/maj@2/std': "
 "np.float64(0.10956288078402857), 'val-aux/sciknoweval/acc/best@4/mean': "
 "np.float64(0.7644238095238095), 'val-aux/sciknoweval/acc/best@4/std': "
 "np.float64(0.05746985351073585), 'val-aux/sciknoweval/acc/worst@4/mean': "
 "np.float64(0.6048666666666667), 'val-aux/sciknoweval/acc/worst@4/std': "
 "np.float64(0.08537783027231041), 'val-aux/sciknoweval/acc/maj@4/mean': "
 "np.float64(0.6991761904761905), 'val-aux/sciknoweval/acc/maj@4/std': "
 "np.float64(0.08403267534041585), 'val-aux/sciknoweval/acc/best@8/mean': "
 "np.float64(0.7858285714285714), 'val-aux/sciknoweval/acc/best@8/std': "
 "np.float64(0.038120394142420314), 'val-aux/sciknoweval/acc/worst@8/mean': "
 "np.float64(0.5691952380952381), 'val-aux/sciknoweval/acc/worst@8/std': "
 "np.float64(0.06319778055664713), 'val-aux/sciknoweval/acc/maj@8/mean': "
 "np.float64(0.7047571428571429), 'val-aux/sciknoweval/acc/maj@8/std': "
 "np.float64(0.05779624954713381), 'val-core/sciknoweval/acc/best@16/mean': "
 "np.float64(0.8013714285714286), 'val-core/sciknoweval/acc/best@16/std': "
 "np.float64(0.02391792727193744), 'val-aux/sciknoweval/acc/worst@16/mean': "
 "np.float64(0.5435285714285715), 'val-aux/sciknoweval/acc/worst@16/std': "
 "np.float64(0.03927314998986781), 'val-core/sciknoweval/acc/maj@16/mean': "
 "np.float64(0.7074904761904762), 'val-core/sciknoweval/acc/maj@16/std': "
 'np.float64(0.03834834240388913), '
 "'val-aux/sciknoweval/incorrect_format/mean@16': "
 'np.float64(0.999702380952381), '
 "'val-aux/sciknoweval/incorrect_format/std@16': "
 'np.float64(0.0011526736149426837), '
 "'val-aux/sciknoweval/incorrect_format/best@2/mean': "
 'np.float64(0.9999904761904761), '
 "'val-aux/sciknoweval/incorrect_format/best@2/std': "
 'np.float64(0.0002127457895589398), '
 "'val-aux/sciknoweval/incorrect_format/worst@2/mean': "
 'np.float64(0.9994476190476191), '
 "'val-aux/sciknoweval/incorrect_format/worst@2/std': "
 'np.float64(0.0015248805759714617), '
 "'val-aux/sciknoweval/incorrect_format/maj@2/mean': np.float64(0.9997), "
 "'val-aux/sciknoweval/incorrect_format/maj@2/std': "
 'np.float64(0.0011569664768572288), '
 "'val-aux/sciknoweval/incorrect_format/best@4/mean': np.float64(1.0), "
 "'val-aux/sciknoweval/incorrect_format/best@4/std': np.float64(0.0), "
 "'val-aux/sciknoweval/incorrect_format/worst@4/mean': "
 'np.float64(0.9988761904761905), '
 "'val-aux/sciknoweval/incorrect_format/worst@4/std': "
 'np.float64(0.0020220104047945714), '
 "'val-aux/sciknoweval/incorrect_format/maj@4/mean': "
 'np.float64(0.9999476190476191), '
 "'val-aux/sciknoweval/incorrect_format/maj@4/std': "
 'np.float64(0.0004966783087710074), '
 "'val-aux/sciknoweval/incorrect_format/best@8/mean': np.float64(1.0), "
 "'val-aux/sciknoweval/incorrect_format/best@8/std': np.float64(0.0), "
 "'val-aux/sciknoweval/incorrect_format/worst@8/mean': "
 'np.float64(0.9980238095238095), '
 "'val-aux/sciknoweval/incorrect_format/worst@8/std': "
 'np.float64(0.002346295386522406), '
 "'val-aux/sciknoweval/incorrect_format/maj@8/mean': np.float64(1.0), "
 "'val-aux/sciknoweval/incorrect_format/maj@8/std': np.float64(0.0), "
 "'val-aux/sciknoweval/incorrect_format/best@16/mean': np.float64(1.0), "
 "'val-aux/sciknoweval/incorrect_format/best@16/std': np.float64(0.0), "
 "'val-aux/sciknoweval/incorrect_format/worst@16/mean': "
 'np.float64(0.9967095238095238), '
 "'val-aux/sciknoweval/incorrect_format/worst@16/std': "
 'np.float64(0.0022003864842959084), '
 "'val-aux/sciknoweval/incorrect_format/maj@16/mean': np.float64(1.0), "
 "'val-aux/sciknoweval/incorrect_format/maj@16/std': np.float64(0.0), "
 "'val-aux/num_turns/min': np.int32(2), 'val-aux/num_turns/max': np.int32(2), "
 "'val-aux/num_turns/mean': np.float64(2.0)}")