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ModelHub XC f104ce4822 初始化项目,由ModelHub XC社区提供模型
Model: SeongryongJung/Qwen3-8B-Physics-RLSD-TR
Source: Original Platform
2026-08-18 22:17:05 +08:00

950 lines
429 KiB
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wandb: Use W&B Weave for improved LLM call tracing. Install Weave with `pip install weave` then add `import weave` to the top of your script.
wandb: For more information, check out the docs at: https://weave-docs.wandb.ai/
Checkpoint tracker file does not exist: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/physics/qwen3gen-physics-RLSD_TR-Qwen-Qwen3-8B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/latest_checkpointed_iteration.txt
Training from scratch
Training Progress: 9%|▉ | 9/100 [08:34<1:21:18, 53.61s/it]
step:1 - global_seqlen/min:22666 - global_seqlen/max:42570 - global_seqlen/minmax_diff:19904 - global_seqlen/balanced_min:28189 - global_seqlen/balanced_max:28237 - global_seqlen/mean:28213.625 - actor/entropy:0.28336969017982483 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.24118229746818542 - training/rollout_probs_diff_mean:0.003048927756026387 - training/rollout_probs_diff_std:0.008695881813764572 - training/rollout_actor_probs_pearson_corr:0.9994151592254639 - self_distillation/success_group_fraction:0.90625 - self_distillation/success_sample_fraction:0.87890625 - 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:0.87890625 - rollout_corr/rollout_is_mean:1.000014305114746 - rollout_corr/rollout_is_ratio_fraction_high:1.2938869986101054e-05 - rollout_corr/rollout_is_ratio_fraction_low:6.469434993050527e-06 - rollout_corr/rollout_is_max:2.55444073677063 - rollout_corr/rollout_is_min:0.34249886870384216 - rollout_corr/rollout_is_std:0.02812177874147892 - rollout_corr/rollout_is_eff_sample_size:0.9992099095189763 - rollout_corr/rollout_is_seq_mean:1.000120997428894 - rollout_corr/rollout_is_seq_std:0.0019402886973693967 - rollout_corr/rollout_is_seq_max:1.0115716457366943 - rollout_corr/rollout_is_seq_min:0.991597056388855 - rollout_corr/rollout_is_seq_max_deviation:0.011571645736694336 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3158251163549721) - rollout_corr/training_log_ppl:np.float64(0.26047999909496866) - rollout_corr/kl:np.float64(0.0003272895158792366) - rollout_corr/k3_kl:np.float64(0.0004482870451738563) - rollout_corr/rollout_ppl:np.float64(1.3153305416926742) - rollout_corr/rollout_log_ppl:np.float64(0.2601527073420584) - rollout_corr/log_ppl_diff:np.float64(0.0003272917529102415) - rollout_corr/log_ppl_abs_diff:np.float64(0.0012550954415928572) - rollout_corr/log_ppl_diff_max:np.float64(0.009770005941390991) - rollout_corr/log_ppl_diff_min:np.float64(-0.009084314107894897) - rollout_corr/ppl_ratio:np.float64(1.000329083763063) - rollout_corr/chi2_token:np.float64(0.0011600302532315254) - rollout_corr/chi2_seq:np.float64(0.609448739560321) - actor/pg_loss:np.float64(0.001171221025288105) - 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(0.87890625) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.87890625) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.59765625) - self_distillation/token_reweight_w_mean:np.float64(8737.641987556126) - self_distillation/token_reweight_w_std:np.float64(210047.42042971373) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0007171938195825) - self_distillation/token_reweight_w_clip_frac:np.float64(0.0714846991468221) - self_distillation/empty_target_batch:np.float64(0.12109375) - actor/grad_norm:np.float64(0.19178389012813568) - perf/mfu/actor:np.float64(0.04538202850833649) - perf/max_memory_allocated_gb:np.float64(130.98355531692505) - perf/max_memory_reserved_gb:np.float64(142.091796875) - perf/cpu_memory_used_gb:np.float64(204.6600456237793) - actor/lr:np.float64(0.0) - training/global_step:1 - 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:-0.004493831191211939 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.004493831191211939 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:603.80078125 - response_length/max:2605.0 - respon
step:2 - global_seqlen/min:18464 - global_seqlen/max:35339 - global_seqlen/minmax_diff:16875 - global_seqlen/balanced_min:28933 - global_seqlen/balanced_max:29116 - global_seqlen/mean:28971.875 - actor/entropy:0.2833178639411926 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.34144139289855957 - training/rollout_probs_diff_mean:0.0031566398683935404 - training/rollout_probs_diff_std:0.00896163284778595 - training/rollout_actor_probs_pearson_corr:0.9993244409561157 - self_distillation/success_group_fraction:0.8125 - self_distillation/success_sample_fraction:0.80078125 - 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:0.80078125 - rollout_corr/rollout_is_mean:0.9999131560325623 - rollout_corr/rollout_is_ratio_fraction_high:6.127188044047216e-06 - rollout_corr/rollout_is_ratio_fraction_low:6.127188044047216e-06 - rollout_corr/rollout_is_max:2.1165595054626465 - rollout_corr/rollout_is_min:0.2436085045337677 - rollout_corr/rollout_is_std:0.028187407180666924 - rollout_corr/rollout_is_eff_sample_size:0.9992059818416885 - rollout_corr/rollout_is_seq_mean:0.9999592304229736 - rollout_corr/rollout_is_seq_std:0.001781061990186572 - rollout_corr/rollout_is_seq_max:1.0074973106384277 - rollout_corr/rollout_is_seq_min:0.9919640421867371 - rollout_corr/rollout_is_seq_max_deviation:0.00803595781326294 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2919342806562781) - rollout_corr/training_log_ppl:np.float64(0.24691293422074523) - rollout_corr/kl:np.float64(0.0004955373003596719) - rollout_corr/k3_kl:np.float64(0.00044009785870002815) - rollout_corr/rollout_ppl:np.float64(1.2912755133584142) - rollout_corr/rollout_log_ppl:np.float64(0.24641739677463192) - rollout_corr/log_ppl_diff:np.float64(0.0004955374461133033) - rollout_corr/log_ppl_abs_diff:np.float64(0.0012515773705672473) - rollout_corr/log_ppl_diff_max:np.float64(0.014703303575515747) - rollout_corr/log_ppl_diff_min:np.float64(-0.005875945091247559) - rollout_corr/ppl_ratio:np.float64(1.0004974089097232) - rollout_corr/chi2_token:np.float64(0.0007811009418219328) - rollout_corr/chi2_seq:np.float64(0.32094368035905063) - actor/pg_loss:np.float64(0.0027515251422300935) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00013593338758255413) - actor/ppo_kl:np.float64(1.7727121061739126e-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(0.80078125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.80078125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.59375) - self_distillation/token_reweight_w_mean:np.float64(5214.006322633708) - self_distillation/token_reweight_w_std:np.float64(130210.89752940624) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0008459920063615) - self_distillation/token_reweight_w_clip_frac:np.float64(0.05891414263169281) - self_distillation/empty_target_batch:np.float64(0.19921875) - actor/grad_norm:np.float64(0.1757270246744156) - perf/mfu/actor:np.float64(0.06554078384907339) - perf/max_memory_allocated_gb:np.float64(130.98355531692505) - perf/max_memory_reserved_gb:np.float64(142.091796875) - perf/cpu_memory_used_gb:np.float64(197.46673965454102) - actor/lr:np.float64(1e-07) - training/global_step:2 - 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:-0.0016428523231297731 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0016428523231297731 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:637.52734375
step:3 - global_seqlen/min:18057 - global_seqlen/max:40199 - global_seqlen/minmax_diff:22142 - global_seqlen/balanced_min:29274 - global_seqlen/balanced_max:29449 - global_seqlen/mean:29319.0 - actor/entropy:0.31431448459625244 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.29781609773635864 - training/rollout_probs_diff_mean:0.0031885565258562565 - training/rollout_probs_diff_std:0.008787078782916069 - training/rollout_actor_probs_pearson_corr:0.9993847012519836 - self_distillation/success_group_fraction:0.8125 - self_distillation/success_sample_fraction:0.80078125 - self_distillation/correct_sample_fraction:0.546875 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.80078125 - rollout_corr/rollout_is_mean:1.0000873804092407 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:6.065016805223422e-06 - rollout_corr/rollout_is_max:1.7980788946151733 - rollout_corr/rollout_is_min:0.48370787501335144 - rollout_corr/rollout_is_std:0.028644677251577377 - rollout_corr/rollout_is_eff_sample_size:0.9991801551570957 - rollout_corr/rollout_is_seq_mean:1.0000606775283813 - rollout_corr/rollout_is_seq_std:0.0015098260482773185 - rollout_corr/rollout_is_seq_max:1.0075936317443848 - rollout_corr/rollout_is_seq_min:0.9931850433349609 - rollout_corr/rollout_is_seq_max_deviation:0.007593631744384766 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3031094339676201) - rollout_corr/training_log_ppl:np.float64(0.253424293230637) - rollout_corr/kl:np.float64(0.0003963577817209796) - rollout_corr/k3_kl:np.float64(0.00043635186000301474) - rollout_corr/rollout_ppl:np.float64(1.3025936367921531) - rollout_corr/rollout_log_ppl:np.float64(0.253027935323189) - rollout_corr/log_ppl_diff:np.float64(0.00039635790744796395) - rollout_corr/log_ppl_abs_diff:np.float64(0.0011641038581728935) - rollout_corr/log_ppl_diff_max:np.float64(0.007435880601406097) - rollout_corr/log_ppl_diff_min:np.float64(-0.007743999361991882) - rollout_corr/ppl_ratio:np.float64(1.0003978223539889) - rollout_corr/chi2_token:np.float64(0.0009665752295404673) - rollout_corr/chi2_seq:np.float64(0.658361422130838) - actor/pg_loss:np.float64(0.0037338017718866467) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00016303053610045026) - actor/ppo_kl:np.float64(2.6266817123143937e-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(0.80078125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.80078125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.546875) - self_distillation/token_reweight_w_mean:np.float64(11913.431074319175) - self_distillation/token_reweight_w_std:np.float64(266837.11091037485) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0020008522551507) - self_distillation/token_reweight_w_clip_frac:np.float64(0.07840363119612448) - self_distillation/empty_target_batch:np.float64(0.19921875) - actor/grad_norm:np.float64(0.1824294850230217) - perf/mfu/actor:np.float64(0.06291327833080258) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(142.19921875) - perf/cpu_memory_used_gb:np.float64(195.6505241394043) - actor/lr:np.float64(2e-07) - training/global_step:3 - training/epoch:0 - critic/score/mean:0.546875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.546875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.02249893918633461 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.02249893918633461 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:644.0625 - response_length/max:3141.
step:4 - global_seqlen/min:21010 - global_seqlen/max:42148 - global_seqlen/minmax_diff:21138 - global_seqlen/balanced_min:29393 - global_seqlen/balanced_max:29633 - global_seqlen/mean:29431.625 - actor/entropy:0.2992413640022278 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.30160456895828247 - training/rollout_probs_diff_mean:0.003099656431004405 - training/rollout_probs_diff_std:0.008740594610571861 - training/rollout_actor_probs_pearson_corr:0.9994252324104309 - self_distillation/success_group_fraction:0.9375 - self_distillation/success_sample_fraction:0.92578125 - self_distillation/correct_sample_fraction:0.6640625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.92578125 - rollout_corr/rollout_is_mean:0.9998778700828552 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:1.1997528417850845e-05 - rollout_corr/rollout_is_max:1.5912693738937378 - rollout_corr/rollout_is_min:0.3808785080909729 - rollout_corr/rollout_is_std:0.0277505312114954 - rollout_corr/rollout_is_eff_sample_size:0.9992302625231236 - rollout_corr/rollout_is_seq_mean:0.9997988343238831 - rollout_corr/rollout_is_seq_std:0.0016761424485594034 - rollout_corr/rollout_is_seq_max:1.0064064264297485 - rollout_corr/rollout_is_seq_min:0.9922658801078796 - rollout_corr/rollout_is_seq_max_deviation:0.007734119892120361 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3205316569656134) - rollout_corr/training_log_ppl:np.float64(0.2653892019588966) - rollout_corr/kl:np.float64(0.000696332679957834) - rollout_corr/k3_kl:np.float64(0.0004436996242702662) - rollout_corr/rollout_ppl:np.float64(1.3196185776032507) - rollout_corr/rollout_log_ppl:np.float64(0.2646928695321549) - rollout_corr/log_ppl_diff:np.float64(0.0006963324267417192) - rollout_corr/log_ppl_abs_diff:np.float64(0.0012592978891916573) - rollout_corr/log_ppl_diff_max:np.float64(0.008564770221710205) - rollout_corr/log_ppl_diff_min:np.float64(-0.006492063403129578) - rollout_corr/ppl_ratio:np.float64(1.0006980288308114) - rollout_corr/chi2_token:np.float64(0.0003761111292988062) - rollout_corr/chi2_seq:np.float64(0.24852516944520175) - actor/pg_loss:np.float64(0.003571004024706781) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00015154007735418418) - actor/ppo_kl:np.float64(5.8686733657609125e-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(0.92578125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.92578125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.6640625) - self_distillation/token_reweight_w_mean:np.float64(7470.899584434694) - self_distillation/token_reweight_w_std:np.float64(129472.70173502137) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0011637737043202) - self_distillation/token_reweight_w_clip_frac:np.float64(0.07563067157752812) - self_distillation/empty_target_batch:np.float64(0.07421875) - actor/grad_norm:np.float64(0.1861106939613819) - perf/mfu/actor:np.float64(0.06480856921230227) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(142.19921875) - perf/cpu_memory_used_gb:np.float64(193.1844139099121) - actor/lr:np.float64(3e-07) - training/global_step:4 - training/epoch:0 - critic/score/mean:0.6640625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.6640625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.00019945891108363867 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.00019945891108363867 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:651.17578125 - response_lengt
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step:6 - global_seqlen/min:21272 - global_seqlen/max:47200 - global_seqlen/minmax_diff:25928 - global_seqlen/balanced_min:31687 - global_seqlen/balanced_max:32135 - global_seqlen/mean:31758.125 - actor/entropy:0.28650444746017456 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.3583475947380066 - training/rollout_probs_diff_mean:0.002999031450599432 - training/rollout_probs_diff_std:0.008688187226653099 - training/rollout_actor_probs_pearson_corr:0.9994420409202576 - self_distillation/success_group_fraction:0.90625 - self_distillation/success_sample_fraction:0.89453125 - self_distillation/correct_sample_fraction:0.609375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.89453125 - rollout_corr/rollout_is_mean:1.0000171661376953 - rollout_corr/rollout_is_ratio_fraction_high:5.5326563597191125e-06 - rollout_corr/rollout_is_ratio_fraction_low:1.6597969079157338e-05 - rollout_corr/rollout_is_max:2.117224931716919 - rollout_corr/rollout_is_min:0.33814361691474915 - rollout_corr/rollout_is_std:0.027541399002075195 - rollout_corr/rollout_is_eff_sample_size:0.9992420462202907 - rollout_corr/rollout_is_seq_mean:0.999935507774353 - rollout_corr/rollout_is_seq_std:0.0013985304394736886 - rollout_corr/rollout_is_seq_max:1.0040771961212158 - rollout_corr/rollout_is_seq_min:0.9923388957977295 - rollout_corr/rollout_is_seq_max_deviation:0.007661104202270508 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3207847462035716) - rollout_corr/training_log_ppl:np.float64(0.26699533345527016) - rollout_corr/kl:np.float64(0.0005700774368566641) - rollout_corr/k3_kl:np.float64(0.0004324597952631848) - rollout_corr/rollout_ppl:np.float64(1.320036695804447) - rollout_corr/rollout_log_ppl:np.float64(0.2664252534741536) - rollout_corr/log_ppl_diff:np.float64(0.000570079981116578) - rollout_corr/log_ppl_abs_diff:np.float64(0.0011334209411870688) - rollout_corr/log_ppl_diff_max:np.float64(0.008499473333358765) - rollout_corr/log_ppl_diff_min:np.float64(-0.004817083477973938) - rollout_corr/ppl_ratio:np.float64(1.0005713230930269) - rollout_corr/chi2_token:np.float64(0.0005887956358492374) - rollout_corr/chi2_seq:np.float64(0.8971378633286804) - actor/pg_loss:np.float64(0.004096595221199095) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00022358328624250134) - actor/ppo_kl:np.float64(9.311515299970097e-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(0.89453125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.89453125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.609375) - self_distillation/token_reweight_w_mean:np.float64(570.0503067516256) - self_distillation/token_reweight_w_std:np.float64(15856.415823892516) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0010818678420037) - self_distillation/token_reweight_w_clip_frac:np.float64(0.09054125063994434) - self_distillation/empty_target_batch:np.float64(0.10546875) - actor/grad_norm:np.float64(0.19495800137519836) - perf/mfu/actor:np.float64(0.07001562273892631) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(191.4143524169922) - actor/lr:np.float64(5e-07) - training/global_step:6 - training/epoch:0 - critic/score/mean:0.609375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.609375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.010554925538599491 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.010554925538599491 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:706.03515625 -
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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
A charged particle produces an electric field with a magnitude of $2.0 \mathrm{~N} / \mathrm{C}$ at a point that is $50 \mathrm{~cm}$ away from the particle. What is the magnitude of the particle's charge? Recall that the electric field $E$ due to a point charge $q$ at a distance $r$ is given by $E = k\frac{q}{r^2}$, where $k = 8.99 \times 10^9 \mathrm{N} \mathrm{m}^2 / \mathrm{C}^2$.
A: 50 pC
B: 56 pC
C: 60 pC
D: 64 pC
Please reason step by step.
assistant
<think>
</think>
[response] <reasoning>
We are given the electric field $ E = 2.0 \, \mathrm{N/C} $, the distance $ r = 50 \, \mathrm{cm} = 0.50 \, \mathrm{m} $, and the constant $ k = 8.99 \times 10^9 \, \mathrm{N \cdot m^2/C^2} $. We are to find the magnitude of the charge $ q $ using the formula:
$$
E = k \frac{q}{r^2}
$$
Rearranging to solve for $ q $:
$$
q = \frac{E \cdot r^2}{k}
$$
Substituting the given values:
$$
q = \frac{2.0 \cdot (0.50)^2}{8.99 \times 10^9}
$$
$$
q = \frac{2.0 \cdot 0.25}{8.99 \times 10^9}
$$
$$
q = \frac{0.50}{8.99 \times 10^9} \approx 5.56 \times 10^{-11} \, \mathrm{C}
$$
Converting to picocoulombs (1 pC = $ 10^{-12} $ C):
$$
q \approx 55.6 \, \mathrm{pC}
$$
The closest option is:
<answer>
B
</answer>
[ground_truth] B
[score] 1.0
[acc] 1.0
[pred] B
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/physics/qwen3gen-physics-RLSD_TR-Qwen-Qwen3-8B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_10
step:10 - global_seqlen/min:16491 - global_seqlen/max:30025 - global_seqlen/minmax_diff:13534 - global_seqlen/balanced_min:25337 - global_seqlen/balanced_max:25538 - global_seqlen/mean:25375.0 - actor/entropy:0.31971633434295654 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.2820093035697937 - training/rollout_probs_diff_mean:0.0033090896904468536 - training/rollout_probs_diff_std:0.009006068110466003 - training/rollout_actor_probs_pearson_corr:0.9993484020233154 - self_distillation/success_group_fraction:0.96875 - self_distillation/success_sample_fraction:0.95703125 - self_distillation/correct_sample_fraction:0.6953125 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.95703125 - rollout_corr/rollout_is_mean:0.9999304413795471 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:0.0 - rollout_corr/rollout_is_max:1.7673910856246948 - rollout_corr/rollout_is_min:0.5399474501609802 - rollout_corr/rollout_is_std:0.02919088862836361 - rollout_corr/rollout_is_eff_sample_size:0.9991483794554346 - rollout_corr/rollout_is_seq_mean:0.9999055862426758 - rollout_corr/rollout_is_seq_std:0.0017869374714791775 - rollout_corr/rollout_is_seq_max:1.0064821243286133 - rollout_corr/rollout_is_seq_min:0.9924333095550537 - rollout_corr/rollout_is_seq_max_deviation:0.007566690444946289 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.36662180069834) - rollout_corr/training_log_ppl:np.float64(0.2933628953032894) - rollout_corr/kl:np.float64(0.0005606463353959867) - rollout_corr/k3_kl:np.float64(0.0005264203514343535) - rollout_corr/rollout_ppl:np.float64(1.3658109386451542) - rollout_corr/rollout_log_ppl:np.float64(0.2928022450651042) - rollout_corr/log_ppl_diff:np.float64(0.0005606502381851897) - rollout_corr/log_ppl_abs_diff:np.float64(0.001444778943550773) - rollout_corr/log_ppl_diff_max:np.float64(0.009412601590156555) - rollout_corr/log_ppl_diff_min:np.float64(-0.004387408494949341) - rollout_corr/ppl_ratio:np.float64(1.0005626599304378) - rollout_corr/chi2_token:np.float64(0.0009579714387655258) - rollout_corr/chi2_seq:np.float64(0.6561292943079025) - actor/pg_loss:np.float64(0.0034951333655044436) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0002724248687400177) - actor/ppo_kl:np.float64(6.655702073254943e-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(0.95703125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.95703125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.6953125) - self_distillation/token_reweight_w_mean:np.float64(2924.901734317187) - self_distillation/token_reweight_w_std:np.float64(77176.66680757602) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0011562679428607) - self_distillation/token_reweight_w_clip_frac:np.float64(0.08802842449222226) - self_distillation/empty_target_batch:np.float64(0.04296875) - actor/grad_norm:np.float64(0.22159437276422977) - perf/mfu/actor:np.float64(0.058286523178669794) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(191.5031852722168) - actor/lr:np.float64(9e-07) - val-aux/sciknoweval/reward/mean@16:np.float64(0.58671875) - val-aux/sciknoweval/reward/std@16:np.float64(0.2080057629527512) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.6764374999999999) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.1762086184055891) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.500725) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.17562203990145614) - val-aux/sciknoweval/reward/maj@2/mean:np.float64(0.5888625) - val-aux/scik
step:11 - global_seqlen/min:20882 - global_seqlen/max:36506 - global_seqlen/minmax_diff:15624 - global_seqlen/balanced_min:26779 - global_seqlen/balanced_max:26829 - global_seqlen/mean:26804.75 - actor/entropy:0.2590366303920746 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.3016822338104248 - training/rollout_probs_diff_mean:0.002952962415292859 - training/rollout_probs_diff_std:0.008740789256989956 - training/rollout_actor_probs_pearson_corr:0.9993800520896912 - self_distillation/success_group_fraction:0.8125 - self_distillation/success_sample_fraction:0.8046875 - 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:0.8046875 - rollout_corr/rollout_is_mean:1.0000083446502686 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:6.9364482442324515e-06 - rollout_corr/rollout_is_max:1.9402036666870117 - rollout_corr/rollout_is_min:0.47953054308891296 - rollout_corr/rollout_is_std:0.027369895949959755 - rollout_corr/rollout_is_eff_sample_size:0.999251449571954 - rollout_corr/rollout_is_seq_mean:0.9999634027481079 - rollout_corr/rollout_is_seq_std:0.001723091583698988 - rollout_corr/rollout_is_seq_max:1.0086556673049927 - rollout_corr/rollout_is_seq_min:0.9935302734375 - rollout_corr/rollout_is_seq_max_deviation:0.008655667304992676 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2878905679099262) - rollout_corr/training_log_ppl:np.float64(0.23974193456524517) - rollout_corr/kl:np.float64(0.0006918362495197672) - rollout_corr/k3_kl:np.float64(0.0005159022044267658) - rollout_corr/rollout_ppl:np.float64(1.287003616336733) - rollout_corr/rollout_log_ppl:np.float64(0.2390500977926422) - rollout_corr/log_ppl_diff:np.float64(0.0006918367726029828) - rollout_corr/log_ppl_abs_diff:np.float64(0.0013698859984287992) - rollout_corr/log_ppl_diff_max:np.float64(0.014145970344543457) - rollout_corr/log_ppl_diff_min:np.float64(-0.007170185446739197) - rollout_corr/ppl_ratio:np.float64(1.0006940583698452) - rollout_corr/chi2_token:np.float64(0.0006612862925976515) - rollout_corr/chi2_seq:np.float64(0.25394133082590997) - actor/pg_loss:np.float64(0.0022024653153494) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00030940706426463294) - actor/ppo_kl:np.float64(0.00023035600926712974) - 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(0.640625) - self_distillation/token_reweight_w_mean:np.float64(6060.7103929820005) - self_distillation/token_reweight_w_std:np.float64(178119.12218089768) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9995679485145956) - self_distillation/token_reweight_w_clip_frac:np.float64(0.06338222158956341) - self_distillation/empty_target_batch:np.float64(0.1953125) - actor/grad_norm:np.float64(0.18062633275985718) - perf/mfu/actor:np.float64(0.06158845832096557) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(195.91942977905273) - actor/lr:np.float64(1e-06) - training/global_step:11 - training/epoch:0 - 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:0.010679529048502445 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.010679529048502445 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:563.1484375 - response_length/max:2086.0
step:12 - global_seqlen/min:18709 - global_seqlen/max:30849 - global_seqlen/minmax_diff:12140 - global_seqlen/balanced_min:25947 - global_seqlen/balanced_max:25976 - global_seqlen/mean:25967.5 - actor/entropy:0.2872362732887268 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.19511616230010986 - training/rollout_probs_diff_mean:0.0031433426775038242 - training/rollout_probs_diff_std:0.008930543437600136 - training/rollout_actor_probs_pearson_corr:0.9993438720703125 - self_distillation/success_group_fraction:0.78125 - self_distillation/success_sample_fraction:0.77734375 - self_distillation/correct_sample_fraction:0.5703125 - 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:0.9999904632568359 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:1.423082358087413e-05 - rollout_corr/rollout_is_max:1.6279520988464355 - rollout_corr/rollout_is_min:0.480317085981369 - rollout_corr/rollout_is_std:0.028058120980858803 - rollout_corr/rollout_is_eff_sample_size:0.9992131230960879 - rollout_corr/rollout_is_seq_mean:1.0000054836273193 - rollout_corr/rollout_is_seq_std:0.0013679719995707273 - rollout_corr/rollout_is_seq_max:1.0060700178146362 - rollout_corr/rollout_is_seq_min:0.9948147535324097 - rollout_corr/rollout_is_seq_max_deviation:0.0060700178146362305 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2835775869898498) - rollout_corr/training_log_ppl:np.float64(0.23835550290823448) - rollout_corr/kl:np.float64(0.00044148623862128034) - rollout_corr/k3_kl:np.float64(0.0004740920864492182) - rollout_corr/rollout_ppl:np.float64(1.2829798916354775) - rollout_corr/rollout_log_ppl:np.float64(0.23791401369089726) - rollout_corr/log_ppl_diff:np.float64(0.0004414892173372209) - rollout_corr/log_ppl_abs_diff:np.float64(0.0011379214993212372) - rollout_corr/log_ppl_diff_max:np.float64(0.006191082298755646) - rollout_corr/log_ppl_diff_min:np.float64(-0.00492994487285614) - rollout_corr/ppl_ratio:np.float64(1.0004427630919963) - rollout_corr/chi2_token:np.float64(0.0010108782444149256) - rollout_corr/chi2_seq:np.float64(0.6784807899966836) - actor/pg_loss:np.float64(0.0032307334477081895) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0003089785006977763) - actor/ppo_kl:np.float64(6.130353927158438e-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(0.77734375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.77734375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.5703125) - self_distillation/token_reweight_w_mean:np.float64(11269.828745884588) - self_distillation/token_reweight_w_std:np.float64(256559.5942551297) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0003378372639418) - self_distillation/token_reweight_w_clip_frac:np.float64(0.0678707295737695) - self_distillation/empty_target_batch:np.float64(0.22265625) - actor/grad_norm:np.float64(0.19498711451888084) - perf/mfu/actor:np.float64(0.05924376023749836) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(195.71937561035156) - actor/lr:np.float64(1e-06) - training/global_step:12 - training/epoch:0 - critic/score/mean:0.5703125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.5703125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.006124590989202261 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.006124590989202261 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:548.984375 - response_len
step:13 - global_seqlen/min:22787 - global_seqlen/max:30986 - global_seqlen/minmax_diff:8199 - global_seqlen/balanced_min:26391 - global_seqlen/balanced_max:26417 - global_seqlen/mean:26409.25 - actor/entropy:0.30309635400772095 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.41023290157318115 - training/rollout_probs_diff_mean:0.0032512678299099207 - training/rollout_probs_diff_std:0.00912945345044136 - training/rollout_actor_probs_pearson_corr:0.9993520975112915 - self_distillation/success_group_fraction:0.90625 - self_distillation/success_sample_fraction:0.8828125 - self_distillation/correct_sample_fraction:0.55078125 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.8828125 - rollout_corr/rollout_is_mean:0.9999639391899109 - rollout_corr/rollout_is_ratio_fraction_high:7.1484737418359146e-06 - rollout_corr/rollout_is_ratio_fraction_low:7.1484737418359146e-06 - rollout_corr/rollout_is_max:4.591783046722412 - rollout_corr/rollout_is_min:0.43883800506591797 - rollout_corr/rollout_is_std:0.028721565380692482 - rollout_corr/rollout_is_eff_sample_size:0.9991755136364232 - rollout_corr/rollout_is_seq_mean:0.9999345541000366 - rollout_corr/rollout_is_seq_std:0.001229618676006794 - rollout_corr/rollout_is_seq_max:1.0057193040847778 - rollout_corr/rollout_is_seq_min:0.9962084889411926 - rollout_corr/rollout_is_seq_max_deviation:0.005719304084777832 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3604151918552816) - rollout_corr/training_log_ppl:np.float64(0.28699639250407927) - rollout_corr/kl:np.float64(0.000334256598858218) - rollout_corr/k3_kl:np.float64(0.0004752778168608529) - rollout_corr/rollout_ppl:np.float64(1.3599663516506553) - rollout_corr/rollout_log_ppl:np.float64(0.2866621360881254) - rollout_corr/log_ppl_diff:np.float64(0.0003342564159538597) - rollout_corr/log_ppl_abs_diff:np.float64(0.001109582808567211) - rollout_corr/log_ppl_diff_max:np.float64(0.004641130566596985) - rollout_corr/log_ppl_diff_min:np.float64(-0.003542080521583557) - rollout_corr/ppl_ratio:np.float64(1.0003352970816195) - rollout_corr/chi2_token:np.float64(0.0012653181329369545) - rollout_corr/chi2_seq:np.float64(0.7056709041353315) - actor/pg_loss:np.float64(0.003511187736876309) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0003105056030108244) - actor/ppo_kl:np.float64(-0.0001611898588009808) - 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(0.8828125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.8828125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.55078125) - self_distillation/token_reweight_w_mean:np.float64(4473.108445552643) - self_distillation/token_reweight_w_std:np.float64(105375.92507209204) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0019248176831752) - self_distillation/token_reweight_w_clip_frac:np.float64(0.10184741955890786) - self_distillation/empty_target_batch:np.float64(0.1171875) - actor/grad_norm:np.float64(0.26514898985624313) - perf/mfu/actor:np.float64(0.061133796091133896) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(195.83147811889648) - actor/lr:np.float64(1e-06) - training/global_step:13 - training/epoch:0 - critic/score/mean:0.55078125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.55078125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.009976589120924473 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.009976589120924473 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:546.4453
step:14 - global_seqlen/min:17015 - global_seqlen/max:32433 - global_seqlen/minmax_diff:15418 - global_seqlen/balanced_min:25084 - global_seqlen/balanced_max:25111 - global_seqlen/mean:25101.875 - actor/entropy:0.2703498601913452 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4553069472312927 - training/rollout_probs_diff_mean:0.003260517492890358 - training/rollout_probs_diff_std:0.00941763911396265 - training/rollout_actor_probs_pearson_corr:0.9992024898529053 - self_distillation/success_group_fraction:0.90625 - self_distillation/success_sample_fraction:0.90234375 - self_distillation/correct_sample_fraction:0.6796875 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.90234375 - rollout_corr/rollout_is_mean:1.0000470876693726 - rollout_corr/rollout_is_ratio_fraction_high:7.63831030781148e-06 - rollout_corr/rollout_is_ratio_fraction_low:1.527662061562296e-05 - rollout_corr/rollout_is_max:2.148858070373535 - rollout_corr/rollout_is_min:0.38240405917167664 - rollout_corr/rollout_is_std:0.029475368559360504 - rollout_corr/rollout_is_eff_sample_size:0.9991319568512997 - rollout_corr/rollout_is_seq_mean:1.0000320672988892 - rollout_corr/rollout_is_seq_std:0.0016445777146145701 - rollout_corr/rollout_is_seq_max:1.0072376728057861 - rollout_corr/rollout_is_seq_min:0.9936115741729736 - rollout_corr/rollout_is_seq_max_deviation:0.007237672805786133 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3087067985907197) - rollout_corr/training_log_ppl:np.float64(0.2531808679632377) - rollout_corr/kl:np.float64(0.0006406861673453612) - rollout_corr/k3_kl:np.float64(0.0005106621201207417) - rollout_corr/rollout_ppl:np.float64(1.3078300086781383) - rollout_corr/rollout_log_ppl:np.float64(0.2525401824968867) - rollout_corr/log_ppl_diff:np.float64(0.0006406854663509876) - rollout_corr/log_ppl_abs_diff:np.float64(0.0012924426409881562) - rollout_corr/log_ppl_diff_max:np.float64(0.007752135396003723) - rollout_corr/log_ppl_diff_min:np.float64(-0.005377739667892456) - rollout_corr/ppl_ratio:np.float64(1.0006423369050026) - rollout_corr/chi2_token:np.float64(0.0007580590900033712) - rollout_corr/chi2_seq:np.float64(0.2396695853676647) - actor/pg_loss:np.float64(0.004213686450384557) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00043405349424574524) - actor/ppo_kl:np.float64(0.0002313976682248864) - 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(0.90234375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.90234375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.6796875) - self_distillation/token_reweight_w_mean:np.float64(1120.801469426835) - self_distillation/token_reweight_w_std:np.float64(23381.567357088614) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.000115639762953) - self_distillation/token_reweight_w_clip_frac:np.float64(0.08497079348308034) - self_distillation/empty_target_batch:np.float64(0.09765625) - actor/grad_norm:np.float64(0.2399461343884468) - perf/mfu/actor:np.float64(0.05799008474978051) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(195.85115432739258) - actor/lr:np.float64(1e-06) - training/global_step:14 - training/epoch:0 - critic/score/mean:0.6796875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.6796875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.018892407417297363 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.018892407417297363 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:511.40234375 -
step:15 - global_seqlen/min:15276 - global_seqlen/max:29060 - global_seqlen/minmax_diff:13784 - global_seqlen/balanced_min:23721 - global_seqlen/balanced_max:23925 - global_seqlen/mean:23760.875 - actor/entropy:0.24135680496692657 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.35413694381713867 - training/rollout_probs_diff_mean:0.002892824588343501 - training/rollout_probs_diff_std:0.009023798629641533 - training/rollout_actor_probs_pearson_corr:0.999297022819519 - self_distillation/success_group_fraction:0.875 - self_distillation/success_sample_fraction:0.87109375 - self_distillation/correct_sample_fraction:0.69140625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.87109375 - rollout_corr/rollout_is_mean:0.9999739527702332 - rollout_corr/rollout_is_ratio_fraction_high:8.203243851312436e-06 - rollout_corr/rollout_is_ratio_fraction_low:1.6406487702624872e-05 - rollout_corr/rollout_is_max:2.057389497756958 - rollout_corr/rollout_is_min:0.30289867520332336 - rollout_corr/rollout_is_std:0.02816413715481758 - rollout_corr/rollout_is_eff_sample_size:0.9992072910640203 - rollout_corr/rollout_is_seq_mean:1.0000672340393066 - rollout_corr/rollout_is_seq_std:0.0018630841514095664 - rollout_corr/rollout_is_seq_max:1.0082615613937378 - rollout_corr/rollout_is_seq_min:0.9932234883308411 - rollout_corr/rollout_is_seq_max_deviation:0.008261561393737793 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2723506367765367) - rollout_corr/training_log_ppl:np.float64(0.2237588390125893) - rollout_corr/kl:np.float64(0.00038307747586419083) - rollout_corr/k3_kl:np.float64(0.00043506306940344075) - rollout_corr/rollout_ppl:np.float64(1.271862001158297) - rollout_corr/rollout_log_ppl:np.float64(0.22337575981509872) - rollout_corr/log_ppl_diff:np.float64(0.00038307919749058783) - rollout_corr/log_ppl_abs_diff:np.float64(0.0012621376663446426) - rollout_corr/log_ppl_diff_max:np.float64(0.007576450705528259) - rollout_corr/log_ppl_diff_min:np.float64(-0.006189495325088501) - rollout_corr/ppl_ratio:np.float64(1.00038459058851) - rollout_corr/chi2_token:np.float64(0.0009704220574349165) - rollout_corr/chi2_seq:np.float64(0.41881759371608496) - actor/pg_loss:np.float64(0.0019638556987047195) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0002059341913991375) - actor/ppo_kl:np.float64(2.1355168600578622e-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(0.87109375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.87109375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.69140625) - self_distillation/token_reweight_w_mean:np.float64(14600.623928362038) - self_distillation/token_reweight_w_std:np.float64(243156.56867134484) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0005333223380148) - self_distillation/token_reweight_w_clip_frac:np.float64(0.05767766255303286) - self_distillation/empty_target_batch:np.float64(0.12890625) - actor/grad_norm:np.float64(0.17628217674791813) - perf/mfu/actor:np.float64(0.05489578998408176) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(195.80868911743164) - actor/lr:np.float64(1e-06) - training/global_step:15 - training/epoch:0 - critic/score/mean:0.69140625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.69140625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.008619558066129684 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.008619558066129684 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:476
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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': 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
A charged particle produces an electric field with a magnitude of $2.0 \mathrm{~N} / \mathrm{C}$ at a point that is $50 \mathrm{~cm}$ away from the particle. What is the magnitude of the particle's charge? Recall that the electric field $E$ due to a point charge $q$ at a distance $r$ is given by $E = k\frac{q}{r^2}$, where $k = 8.99 \times 10^9 \mathrm{N} \mathrm{m}^2 / \mathrm{C}^2$.
A: 50 pC
B: 56 pC
C: 60 pC
D: 64 pC
Please reason step by step.
assistant
<think>
</think>
[response] <reasoning>
We are given the electric field $ E = 2.0 \, \mathrm{N/C} $, the distance $ r = 50 \, \mathrm{cm} = 0.50 \, \mathrm{m} $, and the constant $ k = 8.99 \times 10^9 \, \mathrm{N \cdot m^2/C^2} $. The electric field due to a point charge is given by:
$$
E = k \frac{q}{r^2}
$$
Solving for $ q $:
$$
q = \frac{E r^2}{k}
$$
Substitute the known values:
$$
q = \frac{2.0 \times (0.50)^2}{8.99 \times 10^9} = \frac{2.0 \times 0.25}{8.99 \times 10^9} = \frac{0.50}{8.99 \times 10^9} \approx 5.56 \times 10^{-11} \, \mathrm{C}
$$
Convert to picocoulombs (1 pC = $ 10^{-12} \, \mathrm{C} $):
$$
q \approx 55.6 \, \mathrm{pC}
$$
The closest answer is **B: 56 pC**.
</reasoning>
<answer>
B
</answer>
[ground_truth] B
[score] 1.0
[acc] 1.0
[pred] B
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/physics/qwen3gen-physics-RLSD_TR-Qwen-Qwen3-8B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_20
step:20 - global_seqlen/min:17811 - global_seqlen/max:27757 - global_seqlen/minmax_diff:9946 - global_seqlen/balanced_min:22789 - global_seqlen/balanced_max:22795 - global_seqlen/mean:22792.875 - actor/entropy:0.25308850407600403 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.31527847051620483 - training/rollout_probs_diff_mean:0.0031136958859860897 - training/rollout_probs_diff_std:0.009490901604294777 - training/rollout_actor_probs_pearson_corr:0.9991628527641296 - self_distillation/success_group_fraction:0.90625 - self_distillation/success_sample_fraction:0.90234375 - self_distillation/correct_sample_fraction:0.67578125 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.90234375 - rollout_corr/rollout_is_mean:1.0000277757644653 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:0.0 - rollout_corr/rollout_is_max:1.6279141902923584 - rollout_corr/rollout_is_min:0.5579100847244263 - rollout_corr/rollout_is_std:0.028953060507774353 - rollout_corr/rollout_is_eff_sample_size:0.9991623033905332 - rollout_corr/rollout_is_seq_mean:1.000030755996704 - rollout_corr/rollout_is_seq_std:0.001790462527424097 - rollout_corr/rollout_is_seq_max:1.0065312385559082 - rollout_corr/rollout_is_seq_min:0.9912646412849426 - rollout_corr/rollout_is_seq_max_deviation:0.008735358715057373 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2623859508894384) - rollout_corr/training_log_ppl:np.float64(0.22125808593409602) - rollout_corr/kl:np.float64(0.0004030627003750453) - rollout_corr/k3_kl:np.float64(0.000487179084075251) - rollout_corr/rollout_ppl:np.float64(1.2618781537748873) - rollout_corr/rollout_log_ppl:np.float64(0.22085502157278825) - rollout_corr/log_ppl_diff:np.float64(0.00040306436130777) - rollout_corr/log_ppl_abs_diff:np.float64(0.0013739361602347344) - rollout_corr/log_ppl_diff_max:np.float64(0.009082533419132233) - rollout_corr/log_ppl_diff_min:np.float64(-0.005283474922180176) - rollout_corr/ppl_ratio:np.float64(1.0004048922564834) - rollout_corr/chi2_token:np.float64(0.0011564446613192558) - rollout_corr/chi2_seq:np.float64(1.532239300897345) - actor/pg_loss:np.float64(0.003527254913933575) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0003930750553990947) - actor/ppo_kl:np.float64(-8.912188441456692e-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(0.90234375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.90234375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.67578125) - self_distillation/token_reweight_w_mean:np.float64(4924.831674827263) - self_distillation/token_reweight_w_std:np.float64(105272.75272310019) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0003256590571254) - self_distillation/token_reweight_w_clip_frac:np.float64(0.07200192401069216) - self_distillation/empty_target_batch:np.float64(0.09765625) - actor/grad_norm:np.float64(0.2361677922308445) - perf/mfu/actor:np.float64(0.0536922197326441) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(195.8451690673828) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.6171875) - val-aux/sciknoweval/reward/std@16:np.float64(0.202710008221792) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.7003625) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.17668100954882657) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.5318375) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.16688353844816986) - val-aux/sciknoweval/reward/maj@2/mean:np.float64(0.6167999999999999) - val-aux/sc
step:21 - global_seqlen/min:21441 - global_seqlen/max:27978 - global_seqlen/minmax_diff:6537 - global_seqlen/balanced_min:23375 - global_seqlen/balanced_max:23403 - global_seqlen/mean:23390.75 - actor/entropy:0.21263273060321808 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4400324523448944 - training/rollout_probs_diff_mean:0.002692604437470436 - training/rollout_probs_diff_std:0.009109113365411758 - training/rollout_actor_probs_pearson_corr:0.9992377758026123 - self_distillation/success_group_fraction:0.8125 - self_distillation/success_sample_fraction:0.80859375 - self_distillation/correct_sample_fraction:0.66015625 - 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:0.9999504089355469 - rollout_corr/rollout_is_ratio_fraction_high:1.6875073924893513e-05 - rollout_corr/rollout_is_ratio_fraction_low:3.375014784978703e-05 - rollout_corr/rollout_is_max:2.1655259132385254 - rollout_corr/rollout_is_min:0.2829708158969879 - rollout_corr/rollout_is_std:0.0275435633957386 - rollout_corr/rollout_is_eff_sample_size:0.9992418081630519 - rollout_corr/rollout_is_seq_mean:0.9999712109565735 - rollout_corr/rollout_is_seq_std:0.0014922807458788157 - rollout_corr/rollout_is_seq_max:1.0057662725448608 - rollout_corr/rollout_is_seq_min:0.9951524138450623 - rollout_corr/rollout_is_seq_max_deviation:0.00576627254486084 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2243655044585466) - rollout_corr/training_log_ppl:np.float64(0.191109212799347) - rollout_corr/kl:np.float64(0.00025866517576123016) - rollout_corr/k3_kl:np.float64(0.00041524350728394666) - rollout_corr/rollout_ppl:np.float64(1.2240168727003038) - rollout_corr/rollout_log_ppl:np.float64(0.19085054672905244) - rollout_corr/log_ppl_diff:np.float64(0.00025866607029456645) - rollout_corr/log_ppl_abs_diff:np.float64(0.001202312865643762) - rollout_corr/log_ppl_diff_max:np.float64(0.005112379789352417) - rollout_corr/log_ppl_diff_min:np.float64(-0.00403188169002533) - rollout_corr/ppl_ratio:np.float64(1.0002599137369543) - rollout_corr/chi2_token:np.float64(0.0011958186514675617) - rollout_corr/chi2_seq:np.float64(0.7327827827539295) - actor/pg_loss:np.float64(0.0018519839504733682) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00023439306892214518) - actor/ppo_kl:np.float64(-0.00015845946509696063) - 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(0.66015625) - self_distillation/token_reweight_w_mean:np.float64(232.10363201983273) - self_distillation/token_reweight_w_std:np.float64(5613.1256408341) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.000109274405986) - self_distillation/token_reweight_w_clip_frac:np.float64(0.04587709561747033) - self_distillation/empty_target_batch:np.float64(0.19140625) - actor/grad_norm:np.float64(0.1534450314939022) - perf/mfu/actor:np.float64(0.05609792420550409) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(196.3541603088379) - actor/lr:np.float64(1e-06) - training/global_step:21 - training/epoch:0 - critic/score/mean:0.66015625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.66015625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.004018377047032118 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.004018377047032118 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:462.9609375
step:22 - global_seqlen/min:16968 - global_seqlen/max:30809 - global_seqlen/minmax_diff:13841 - global_seqlen/balanced_min:23449 - global_seqlen/balanced_max:23463 - global_seqlen/mean:23457.625 - actor/entropy:0.22844623029232025 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.768605649471283 - training/rollout_probs_diff_mean:0.0029645978938788176 - training/rollout_probs_diff_std:0.009484783746302128 - training/rollout_actor_probs_pearson_corr:0.9990792870521545 - self_distillation/success_group_fraction:0.84375 - self_distillation/success_sample_fraction:0.82421875 - 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:0.82421875 - rollout_corr/rollout_is_mean:0.9999969601631165 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:2.4725342882447876e-05 - rollout_corr/rollout_is_max:1.8854188919067383 - rollout_corr/rollout_is_min:0.12654437124729156 - rollout_corr/rollout_is_std:0.02832241728901863 - rollout_corr/rollout_is_eff_sample_size:0.9991984836344271 - rollout_corr/rollout_is_seq_mean:1.0000041723251343 - rollout_corr/rollout_is_seq_std:0.0015170971164479852 - rollout_corr/rollout_is_seq_max:1.0070810317993164 - rollout_corr/rollout_is_seq_min:0.993159294128418 - rollout_corr/rollout_is_seq_max_deviation:0.007081031799316406 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2414707052521408) - rollout_corr/training_log_ppl:np.float64(0.20471240562619641) - rollout_corr/kl:np.float64(0.00047142372690922585) - rollout_corr/k3_kl:np.float64(0.0006191272363480493) - rollout_corr/rollout_ppl:np.float64(1.2409044564701617) - rollout_corr/rollout_log_ppl:np.float64(0.20424098065996077) - rollout_corr/log_ppl_diff:np.float64(0.0004714249662356451) - rollout_corr/log_ppl_abs_diff:np.float64(0.00149485188012477) - rollout_corr/log_ppl_diff_max:np.float64(0.007620379328727722) - rollout_corr/log_ppl_diff_min:np.float64(-0.0099639892578125) - rollout_corr/ppl_ratio:np.float64(1.000473550753668) - rollout_corr/chi2_token:np.float64(0.001530948095023632) - rollout_corr/chi2_seq:np.float64(1.3715695906430483) - actor/pg_loss:np.float64(0.0013342974707484245) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0005119512775308976) - actor/ppo_kl:np.float64(4.771902877465095e-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(0.82421875) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.82421875) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.640625) - self_distillation/token_reweight_w_mean:np.float64(48177.57957301638) - self_distillation/token_reweight_w_std:np.float64(715592.1982030283) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.001572305103764) - self_distillation/token_reweight_w_clip_frac:np.float64(0.04621635359944776) - self_distillation/empty_target_batch:np.float64(0.17578125) - actor/grad_norm:np.float64(0.26206739246845245) - perf/mfu/actor:np.float64(0.05585179811843127) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(196.36561012268066) - actor/lr:np.float64(1e-06) - training/global_step:22 - training/epoch:0 - 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:0.0010570083977654576 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.0010570083977654576 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:473.95703125 - response_length/max
step:23 - global_seqlen/min:17017 - global_seqlen/max:34235 - global_seqlen/minmax_diff:17218 - global_seqlen/balanced_min:25934 - global_seqlen/balanced_max:25946 - global_seqlen/mean:25942.125 - actor/entropy:0.26053303480148315 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.3661079704761505 - training/rollout_probs_diff_mean:0.0031567697878926992 - training/rollout_probs_diff_std:0.009550051763653755 - training/rollout_actor_probs_pearson_corr:0.9991575479507446 - self_distillation/success_group_fraction:0.875 - self_distillation/success_sample_fraction:0.8515625 - self_distillation/correct_sample_fraction:0.4453125 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.8515625 - rollout_corr/rollout_is_mean:1.0000665187835693 - rollout_corr/rollout_is_ratio_fraction_high:1.4496010408038273e-05 - rollout_corr/rollout_is_ratio_fraction_low:7.248005204019137e-06 - rollout_corr/rollout_is_max:2.1038994789123535 - rollout_corr/rollout_is_min:0.38240915536880493 - rollout_corr/rollout_is_std:0.02985311858355999 - rollout_corr/rollout_is_eff_sample_size:0.9991097038940658 - rollout_corr/rollout_is_seq_mean:1.0001295804977417 - rollout_corr/rollout_is_seq_std:0.0018321149982511997 - rollout_corr/rollout_is_seq_max:1.0110899209976196 - rollout_corr/rollout_is_seq_min:0.9960669875144958 - rollout_corr/rollout_is_seq_max_deviation:0.011089920997619629 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.29484834196046) - rollout_corr/training_log_ppl:np.float64(0.2494393489760114) - rollout_corr/kl:np.float64(0.00033169940679478316) - rollout_corr/k3_kl:np.float64(0.0005022480274305963) - rollout_corr/rollout_ppl:np.float64(1.2943815663456917) - rollout_corr/rollout_log_ppl:np.float64(0.24910764716332778) - rollout_corr/log_ppl_diff:np.float64(0.00033170181268360466) - rollout_corr/log_ppl_abs_diff:np.float64(0.0013077733310637996) - rollout_corr/log_ppl_diff_max:np.float64(0.010803669691085815) - rollout_corr/log_ppl_diff_min:np.float64(-0.011415451765060425) - rollout_corr/ppl_ratio:np.float64(1.000333657488227) - rollout_corr/chi2_token:np.float64(0.0013864929787814617) - rollout_corr/chi2_seq:np.float64(0.9093728845473379) - actor/pg_loss:np.float64(0.0041787896770983934) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00038857600884512067) - actor/ppo_kl:np.float64(-1.400662002115638e-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(0.8515625) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.8515625) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.4453125) - self_distillation/token_reweight_w_mean:np.float64(9336.005591196474) - self_distillation/token_reweight_w_std:np.float64(221650.8600916579) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.002693643560633) - self_distillation/token_reweight_w_clip_frac:np.float64(0.09581344586331397) - self_distillation/empty_target_batch:np.float64(0.1484375) - actor/grad_norm:np.float64(0.29776711761951447) - perf/mfu/actor:np.float64(0.060611924379589) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(197.15872192382812) - actor/lr:np.float64(1e-06) - training/global_step:23 - training/epoch:1 - critic/score/mean:0.4453125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.4453125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0002980742137879133 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0002980742137879133 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:538.94140625
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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': 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
A charged particle produces an electric field with a magnitude of $2.0 \mathrm{~N} / \mathrm{C}$ at a point that is $50 \mathrm{~cm}$ away from the particle. What is the magnitude of the particle's charge? Recall that the electric field $E$ due to a point charge $q$ at a distance $r$ is given by $E = k\frac{q}{r^2}$, where $k = 8.99 \times 10^9 \mathrm{N} \mathrm{m}^2 / \mathrm{C}^2$.
A: 50 pC
B: 56 pC
C: 60 pC
D: 64 pC
Please reason step by step.
assistant
<think>
</think>
[response] <reasoning>
We are given the electric field $ E = 2.0 \, \mathrm{N/C} $, the distance $ r = 50 \, \mathrm{cm} = 0.50 \, \mathrm{m} $, and the constant $ k = 8.99 \times 10^9 \, \mathrm{N \cdot m^2 / C^2} $. The formula for the electric field due to a point charge is:
$$
E = k \frac{q}{r^2}
$$
We solve for $ q $:
$$
q = \frac{E r^2}{k}
$$
Substitute the known values:
$$
q = \frac{2.0 \times (0.50)^2}{8.99 \times 10^9}
$$
$$
q = \frac{2.0 \times 0.25}{8.99 \times 10^9}
$$
$$
q = \frac{0.5}{8.99 \times 10^9}
$$
$$
q \approx 5.56 \times 10^{-11} \, \mathrm{C}
$$
Convert to picocoulombs ($ 1 \, \mathrm{pC} = 10^{-12} \, \mathrm{C} $):
$$
q \approx 55.6 \, \mathrm{pC}
$$
The closest option is **B: 56 pC**.
</reasoning>
<answer>
B
</answer>
[ground_truth] B
[score] 1.0
[acc] 1.0
[pred] B
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/physics/qwen3gen-physics-RLSD_TR-Qwen-Qwen3-8B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_30
step:30 - global_seqlen/min:17742 - global_seqlen/max:26480 - global_seqlen/minmax_diff:8738 - global_seqlen/balanced_min:22366 - global_seqlen/balanced_max:22378 - global_seqlen/mean:22373.5 - actor/entropy:0.24863006174564362 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.24456164240837097 - training/rollout_probs_diff_mean:0.0031601106747984886 - training/rollout_probs_diff_std:0.009502153843641281 - training/rollout_actor_probs_pearson_corr:0.9991329312324524 - self_distillation/success_group_fraction:0.875 - self_distillation/success_sample_fraction:0.87109375 - self_distillation/correct_sample_fraction:0.671875 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.87109375 - rollout_corr/rollout_is_mean:1.0000206232070923 - rollout_corr/rollout_is_ratio_fraction_high:1.776640783646144e-05 - rollout_corr/rollout_is_ratio_fraction_low:2.664961175469216e-05 - rollout_corr/rollout_is_max:3.497854709625244 - rollout_corr/rollout_is_min:0.16539886593818665 - rollout_corr/rollout_is_std:0.029274486005306244 - rollout_corr/rollout_is_eff_sample_size:0.9991437382299739 - rollout_corr/rollout_is_seq_mean:0.9998601078987122 - rollout_corr/rollout_is_seq_std:0.0016287954058498144 - rollout_corr/rollout_is_seq_max:1.0044320821762085 - rollout_corr/rollout_is_seq_min:0.992756724357605 - rollout_corr/rollout_is_seq_max_deviation:0.0072432756423950195 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2682397873140872) - rollout_corr/training_log_ppl:np.float64(0.22362850421632174) - rollout_corr/kl:np.float64(0.00048620960521006396) - rollout_corr/k3_kl:np.float64(0.0004756366115827859) - rollout_corr/rollout_ppl:np.float64(1.2676585195586085) - rollout_corr/rollout_log_ppl:np.float64(0.22314229208859615) - rollout_corr/log_ppl_diff:np.float64(0.00048621212772559375) - rollout_corr/log_ppl_abs_diff:np.float64(0.0014107342140050605) - rollout_corr/log_ppl_diff_max:np.float64(0.007874712347984314) - rollout_corr/log_ppl_diff_min:np.float64(-0.010280773043632507) - rollout_corr/ppl_ratio:np.float64(1.0004882055800408) - rollout_corr/chi2_token:np.float64(0.0009464134927839041) - rollout_corr/chi2_seq:np.float64(0.9949460891075432) - actor/pg_loss:np.float64(0.002644557738676667) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00018046644299829495) - actor/ppo_kl:np.float64(-0.00010434456421570815) - 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(0.87109375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.87109375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.671875) - self_distillation/token_reweight_w_mean:np.float64(15509.348625806859) - self_distillation/token_reweight_w_std:np.float64(335266.9792876573) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0003502645995468) - self_distillation/token_reweight_w_clip_frac:np.float64(0.06214348939829506) - self_distillation/empty_target_batch:np.float64(0.12890625) - actor/grad_norm:np.float64(0.1956712994724512) - perf/mfu/actor:np.float64(0.05303688677384744) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(197.29561233520508) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.6140625) - val-aux/sciknoweval/reward/std@16:np.float64(0.20064917766957618) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.6982125) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.17558868106714795) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.528725) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.1636992413789501) - val-aux/sciknoweval/reward/maj@2/mean:np.
step:31 - global_seqlen/min:19933 - global_seqlen/max:31808 - global_seqlen/minmax_diff:11875 - global_seqlen/balanced_min:24800 - global_seqlen/balanced_max:24806 - global_seqlen/mean:24803.625 - actor/entropy:0.23857657611370087 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.21513324975967407 - training/rollout_probs_diff_mean:0.0027538202702999115 - training/rollout_probs_diff_std:0.008704227395355701 - training/rollout_actor_probs_pearson_corr:0.9992588758468628 - self_distillation/success_group_fraction:0.875 - self_distillation/success_sample_fraction:0.859375 - 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:0.859375 - rollout_corr/rollout_is_mean:0.9999880194664001 - rollout_corr/rollout_is_ratio_fraction_high:7.856385309423786e-06 - rollout_corr/rollout_is_ratio_fraction_low:1.571277061884757e-05 - rollout_corr/rollout_is_max:2.55385684967041 - rollout_corr/rollout_is_min:0.49398577213287354 - rollout_corr/rollout_is_std:0.027300119400024414 - rollout_corr/rollout_is_eff_sample_size:0.9992551395431086 - rollout_corr/rollout_is_seq_mean:0.9999855756759644 - rollout_corr/rollout_is_seq_std:0.0014757115859538317 - rollout_corr/rollout_is_seq_max:1.0052125453948975 - rollout_corr/rollout_is_seq_min:0.995438277721405 - rollout_corr/rollout_is_seq_max_deviation:0.005212545394897461 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2466215244494379) - rollout_corr/training_log_ppl:np.float64(0.20910465411725454) - rollout_corr/kl:np.float64(0.0004072134899462121) - rollout_corr/k3_kl:np.float64(0.0004494452254277803) - rollout_corr/rollout_ppl:np.float64(1.2461073002777994) - rollout_corr/rollout_log_ppl:np.float64(0.20869743956427556) - rollout_corr/log_ppl_diff:np.float64(0.000407214552978985) - rollout_corr/log_ppl_abs_diff:np.float64(0.0012124801141908392) - rollout_corr/log_ppl_diff_max:np.float64(0.006325840950012207) - rollout_corr/log_ppl_diff_min:np.float64(-0.004628986120223999) - rollout_corr/ppl_ratio:np.float64(1.0004085870459676) - rollout_corr/chi2_token:np.float64(0.0010155059862881899) - rollout_corr/chi2_seq:np.float64(0.6279427350964397) - actor/pg_loss:np.float64(0.002768305013887584) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00030953091891205986) - actor/ppo_kl:np.float64(2.230859727170298e-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(0.625) - self_distillation/token_reweight_w_mean:np.float64(27233.19396411348) - self_distillation/token_reweight_w_std:np.float64(526200.2407925605) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0011748706456274) - self_distillation/token_reweight_w_clip_frac:np.float64(0.06611918151611462) - self_distillation/empty_target_batch:np.float64(0.140625) - actor/grad_norm:np.float64(0.22732961922883987) - perf/mfu/actor:np.float64(0.057831701660071295) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(199.57726669311523) - actor/lr:np.float64(1e-06) - training/global_step:31 - 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:0.0005538751720450819 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.0005538751720450819 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:497.20703125 - response_length/max
step:32 - global_seqlen/min:14922 - global_seqlen/max:26458 - global_seqlen/minmax_diff:11536 - global_seqlen/balanced_min:21089 - global_seqlen/balanced_max:21197 - global_seqlen/mean:21116.75 - actor/entropy:0.23724991083145142 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.22528886795043945 - training/rollout_probs_diff_mean:0.003095978172495961 - training/rollout_probs_diff_std:0.00945594534277916 - training/rollout_actor_probs_pearson_corr:0.9991330504417419 - self_distillation/success_group_fraction:0.90625 - self_distillation/success_sample_fraction:0.90234375 - self_distillation/correct_sample_fraction:0.74609375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.90234375 - rollout_corr/rollout_is_mean:1.000195860862732 - rollout_corr/rollout_is_ratio_fraction_high:9.644503734307364e-06 - rollout_corr/rollout_is_ratio_fraction_low:1.9289007468614727e-05 - rollout_corr/rollout_is_max:2.3271644115448 - rollout_corr/rollout_is_min:0.296479195356369 - rollout_corr/rollout_is_std:0.029066067188978195 - rollout_corr/rollout_is_eff_sample_size:0.9991562339352135 - rollout_corr/rollout_is_seq_mean:1.0002284049987793 - rollout_corr/rollout_is_seq_std:0.0022042470518499613 - rollout_corr/rollout_is_seq_max:1.0126055479049683 - rollout_corr/rollout_is_seq_min:0.9936482906341553 - rollout_corr/rollout_is_seq_max_deviation:0.012605547904968262 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.261983500327915) - rollout_corr/training_log_ppl:np.float64(0.21683665785531048) - rollout_corr/kl:np.float64(0.0002809870581792495) - rollout_corr/k3_kl:np.float64(0.00047995293701319497) - rollout_corr/rollout_ppl:np.float64(1.261621960438788) - rollout_corr/rollout_log_ppl:np.float64(0.2165556696272688) - rollout_corr/log_ppl_diff:np.float64(0.00028098822804167867) - rollout_corr/log_ppl_abs_diff:np.float64(0.0015070391818881035) - rollout_corr/log_ppl_diff_max:np.float64(0.007703110575675964) - rollout_corr/log_ppl_diff_min:np.float64(-0.010310009121894836) - rollout_corr/ppl_ratio:np.float64(1.0002832827158272) - rollout_corr/chi2_token:np.float64(0.0013595439959317446) - rollout_corr/chi2_seq:np.float64(0.5350547896232456) - actor/pg_loss:np.float64(0.001982162822969258) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00023478754496863985) - actor/ppo_kl:np.float64(4.076835085786712e-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(0.90234375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.90234375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.74609375) - self_distillation/token_reweight_w_mean:np.float64(17187.49791721138) - self_distillation/token_reweight_w_std:np.float64(332695.3507974972) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0003862450830638) - self_distillation/token_reweight_w_clip_frac:np.float64(0.05358828179305419) - self_distillation/empty_target_batch:np.float64(0.09765625) - actor/grad_norm:np.float64(0.1963564045727253) - perf/mfu/actor:np.float64(0.05060214812294124) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(197.50678253173828) - actor/lr:np.float64(1e-06) - training/global_step:32 - training/epoch:1 - critic/score/mean:0.74609375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.74609375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.010506480932235718 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.010506480932235718 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:405.02343
step:33 - global_seqlen/min:20278 - global_seqlen/max:32793 - global_seqlen/minmax_diff:12515 - global_seqlen/balanced_min:25854 - global_seqlen/balanced_max:25862 - global_seqlen/mean:25858.5 - actor/entropy:0.2247491031885147 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.24133732914924622 - training/rollout_probs_diff_mean:0.0028703457210212946 - training/rollout_probs_diff_std:0.008939353749155998 - training/rollout_actor_probs_pearson_corr:0.9992457628250122 - self_distillation/success_group_fraction:0.9375 - self_distillation/success_sample_fraction:0.92578125 - self_distillation/correct_sample_fraction:0.74609375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.92578125 - rollout_corr/rollout_is_mean:0.9999353885650635 - rollout_corr/rollout_is_ratio_fraction_high:7.54580287321005e-06 - rollout_corr/rollout_is_ratio_fraction_low:7.54580287321005e-06 - rollout_corr/rollout_is_max:2.0470011234283447 - rollout_corr/rollout_is_min:0.4843989908695221 - rollout_corr/rollout_is_std:0.02728046104311943 - rollout_corr/rollout_is_eff_sample_size:0.9992563298621977 - rollout_corr/rollout_is_seq_mean:0.9998895525932312 - rollout_corr/rollout_is_seq_std:0.001413932885043323 - rollout_corr/rollout_is_seq_max:1.0037660598754883 - rollout_corr/rollout_is_seq_min:0.9910454750061035 - rollout_corr/rollout_is_seq_max_deviation:0.008954524993896484 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2669287519529462) - rollout_corr/training_log_ppl:np.float64(0.22308755599078722) - rollout_corr/kl:np.float64(0.0005338981650639951) - rollout_corr/k3_kl:np.float64(0.0004518400677682166) - rollout_corr/rollout_ppl:np.float64(1.2662203731015325) - rollout_corr/rollout_log_ppl:np.float64(0.22255365665478166) - rollout_corr/log_ppl_diff:np.float64(0.000533899336005561) - rollout_corr/log_ppl_abs_diff:np.float64(0.0012277777277631685) - rollout_corr/log_ppl_diff_max:np.float64(0.01045304536819458) - rollout_corr/log_ppl_diff_min:np.float64(-0.0037618353962898254) - rollout_corr/ppl_ratio:np.float64(1.0005353440064937) - rollout_corr/chi2_token:np.float64(0.0007296854164451361) - rollout_corr/chi2_seq:np.float64(0.41097239311784506) - actor/pg_loss:np.float64(0.0023052702890709043) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00027347075024408696) - actor/ppo_kl:np.float64(1.4708585448275358e-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(0.92578125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.92578125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.74609375) - self_distillation/token_reweight_w_mean:np.float64(3411.1585964083206) - self_distillation/token_reweight_w_std:np.float64(86631.71416301752) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.000493316212669) - self_distillation/token_reweight_w_clip_frac:np.float64(0.05668039701413363) - self_distillation/empty_target_batch:np.float64(0.07421875) - actor/grad_norm:np.float64(0.19899238646030426) - perf/mfu/actor:np.float64(0.06038801604738149) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(197.45315170288086) - actor/lr:np.float64(1e-06) - training/global_step:33 - training/epoch:1 - critic/score/mean:0.74609375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.74609375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.006789336446672678 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.006789336446672678 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:517.67
step:34 - global_seqlen/min:18809 - global_seqlen/max:30541 - global_seqlen/minmax_diff:11732 - global_seqlen/balanced_min:22984 - global_seqlen/balanced_max:23001 - global_seqlen/mean:22996.375 - actor/entropy:0.2210918515920639 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4279317259788513 - training/rollout_probs_diff_mean:0.002838705899193883 - training/rollout_probs_diff_std:0.009284661151468754 - training/rollout_actor_probs_pearson_corr:0.9991373419761658 - self_distillation/success_group_fraction:0.875 - self_distillation/success_sample_fraction:0.86328125 - self_distillation/correct_sample_fraction:0.68359375 - 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:1.0000059604644775 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:8.49451680551283e-06 - rollout_corr/rollout_is_max:1.964918613433838 - rollout_corr/rollout_is_min:0.022180255502462387 - rollout_corr/rollout_is_std:0.027658019214868546 - rollout_corr/rollout_is_eff_sample_size:0.9992357377417861 - rollout_corr/rollout_is_seq_mean:1.000097632408142 - rollout_corr/rollout_is_seq_std:0.0018793637864291668 - rollout_corr/rollout_is_seq_max:1.0091444253921509 - rollout_corr/rollout_is_seq_min:0.9919560551643372 - rollout_corr/rollout_is_seq_max_deviation:0.009144425392150879 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2141821277327836) - rollout_corr/training_log_ppl:np.float64(0.18632135271036532) - rollout_corr/kl:np.float64(0.00037837233885004706) - rollout_corr/k3_kl:np.float64(0.0005182297692556403) - rollout_corr/rollout_ppl:np.float64(1.2136791995726526) - rollout_corr/rollout_log_ppl:np.float64(0.18594297835079487) - rollout_corr/log_ppl_diff:np.float64(0.00037837435957044363) - rollout_corr/log_ppl_abs_diff:np.float64(0.001449274888727814) - rollout_corr/log_ppl_diff_max:np.float64(0.010157078504562378) - rollout_corr/log_ppl_diff_min:np.float64(-0.007487893104553223) - rollout_corr/ppl_ratio:np.float64(1.0003805679734796) - rollout_corr/chi2_token:np.float64(0.0012797676026821136) - rollout_corr/chi2_seq:np.float64(0.4169660920742899) - actor/pg_loss:np.float64(0.0021550224628299475) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00045285703208719497) - actor/ppo_kl:np.float64(4.1904223541777696e-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(0.86328125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.86328125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.68359375) - self_distillation/token_reweight_w_mean:np.float64(5599.005817859666) - self_distillation/token_reweight_w_std:np.float64(112004.81754589331) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0004518062341958) - self_distillation/token_reweight_w_clip_frac:np.float64(0.057579226355301216) - self_distillation/empty_target_batch:np.float64(0.13671875) - actor/grad_norm:np.float64(0.2537267468869686) - perf/mfu/actor:np.float64(0.05430294950212631) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(197.41295623779297) - actor/lr:np.float64(1e-06) - training/global_step:34 - training/epoch:1 - critic/score/mean:0.68359375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.68359375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.006035353988409042 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.006035353988409042 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:459.85546875 - respo
step:35 - global_seqlen/min:18781 - global_seqlen/max:27491 - global_seqlen/minmax_diff:8710 - global_seqlen/balanced_min:22623 - global_seqlen/balanced_max:22626 - global_seqlen/mean:22624.75 - actor/entropy:0.23807327449321747 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.18412302434444427 - training/rollout_probs_diff_mean:0.003115108236670494 - training/rollout_probs_diff_std:0.00949728861451149 - training/rollout_actor_probs_pearson_corr:0.999127209186554 - self_distillation/success_group_fraction:0.90625 - self_distillation/success_sample_fraction:0.89453125 - self_distillation/correct_sample_fraction:0.71875 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.89453125 - rollout_corr/rollout_is_mean:0.9999211430549622 - rollout_corr/rollout_is_ratio_fraction_high:1.743040957080666e-05 - rollout_corr/rollout_is_ratio_fraction_low:2.6145613446715288e-05 - rollout_corr/rollout_is_max:2.6255035400390625 - rollout_corr/rollout_is_min:0.4158304035663605 - rollout_corr/rollout_is_std:0.0292867012321949 - rollout_corr/rollout_is_eff_sample_size:0.9991427861890552 - rollout_corr/rollout_is_seq_mean:0.9998403787612915 - rollout_corr/rollout_is_seq_std:0.001774416770786047 - rollout_corr/rollout_is_seq_max:1.0043466091156006 - rollout_corr/rollout_is_seq_min:0.9918447732925415 - rollout_corr/rollout_is_seq_max_deviation:0.008155226707458496 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.265632627531886) - rollout_corr/training_log_ppl:np.float64(0.22240729215263855) - rollout_corr/kl:np.float64(0.000700322022321842) - rollout_corr/k3_kl:np.float64(0.0004940029620996711) - rollout_corr/rollout_ppl:np.float64(1.2647189851850271) - rollout_corr/rollout_log_ppl:np.float64(0.22170696874673013) - rollout_corr/log_ppl_diff:np.float64(0.0007003234059084207) - rollout_corr/log_ppl_abs_diff:np.float64(0.0015176253218669444) - rollout_corr/log_ppl_diff_max:np.float64(0.008863285183906555) - rollout_corr/log_ppl_diff_min:np.float64(-0.003641173243522644) - rollout_corr/ppl_ratio:np.float64(1.0007026130333543) - rollout_corr/chi2_token:np.float64(0.0005808144342154264) - rollout_corr/chi2_seq:np.float64(0.4950171331875026) - actor/pg_loss:np.float64(0.0020264311460778117) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00021731189508500393) - actor/ppo_kl:np.float64(7.550312483939337e-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(0.89453125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.89453125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.71875) - self_distillation/token_reweight_w_mean:np.float64(530.5515484747011) - self_distillation/token_reweight_w_std:np.float64(11889.211997900158) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0006914176046848) - self_distillation/token_reweight_w_clip_frac:np.float64(0.046933838588302024) - self_distillation/empty_target_batch:np.float64(0.10546875) - actor/grad_norm:np.float64(0.15660720132291317) - perf/mfu/actor:np.float64(0.0544778590588236) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(197.24555206298828) - actor/lr:np.float64(1e-06) - training/global_step:35 - training/epoch:1 - critic/score/mean:0.71875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.71875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.003924021031707525 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.003924021031707525 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:448.2109375 - respons
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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': 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
A charged particle produces an electric field with a magnitude of $2.0 \mathrm{~N} / \mathrm{C}$ at a point that is $50 \mathrm{~cm}$ away from the particle. What is the magnitude of the particle's charge? Recall that the electric field $E$ due to a point charge $q$ at a distance $r$ is given by $E = k\frac{q}{r^2}$, where $k = 8.99 \times 10^9 \mathrm{N} \mathrm{m}^2 / \mathrm{C}^2$.
A: 50 pC
B: 56 pC
C: 60 pC
D: 64 pC
Please reason step by step.
assistant
<think>
</think>
[response] <reasoning>
We are given the electric field $ E = 2.0 \, \mathrm{N/C} $, the distance $ r = 50 \, \mathrm{cm} = 0.50 \, \mathrm{m} $, and the constant $ k = 8.99 \times 10^9 \, \mathrm{N \cdot m^2/C^2} $. The formula for the electric field due to a point charge is:
$$
E = k \frac{q}{r^2}
$$
We solve for $ q $:
$$
q = \frac{E \cdot r^2}{k}
$$
Substituting the known values:
$$
q = \frac{2.0 \cdot (0.50)^2}{8.99 \times 10^9} = \frac{2.0 \cdot 0.25}{8.99 \times 10^9} = \frac{0.50}{8.99 \times 10^9} \approx 5.56 \times 10^{-11} \, \mathrm{C}
$$
Converting to picocoulombs (1 pC = $ 10^{-12} \, \mathrm{C} $):
$$
q \approx 55.6 \, \mathrm{pC}
$$
This is closest to option B: 56 pC.
</reasoning>
<answer>
B
</answer>
[ground_truth] B
[score] 1.0
[acc] 1.0
[pred] B
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/physics/qwen3gen-physics-RLSD_TR-Qwen-Qwen3-8B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_40
step:40 - global_seqlen/min:17964 - global_seqlen/max:33806 - global_seqlen/minmax_diff:15842 - global_seqlen/balanced_min:23957 - global_seqlen/balanced_max:24000 - global_seqlen/mean:23991.125 - actor/entropy:0.17409266531467438 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.22586679458618164 - training/rollout_probs_diff_mean:0.002714834176003933 - training/rollout_probs_diff_std:0.009270383976399899 - training/rollout_actor_probs_pearson_corr:0.9989473819732666 - self_distillation/success_group_fraction:0.9375 - self_distillation/success_sample_fraction:0.93359375 - self_distillation/correct_sample_fraction:0.77734375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.93359375 - rollout_corr/rollout_is_mean:1.0000334978103638 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:2.398139076831285e-05 - rollout_corr/rollout_is_max:1.8032424449920654 - rollout_corr/rollout_is_min:0.3792487382888794 - rollout_corr/rollout_is_std:0.027413414791226387 - rollout_corr/rollout_is_eff_sample_size:0.9992491879902002 - rollout_corr/rollout_is_seq_mean:0.9999297857284546 - rollout_corr/rollout_is_seq_std:0.0016750209033489227 - rollout_corr/rollout_is_seq_max:1.0049023628234863 - rollout_corr/rollout_is_seq_min:0.9892888069152832 - rollout_corr/rollout_is_seq_max_deviation:0.010711193084716797 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.1875572656281292) - rollout_corr/training_log_ppl:np.float64(0.16661910359107424) - rollout_corr/kl:np.float64(0.0007166074137661127) - rollout_corr/k3_kl:np.float64(0.0006648261616248874) - rollout_corr/rollout_ppl:np.float64(1.1866890429519117) - rollout_corr/rollout_log_ppl:np.float64(0.16590249516593758) - rollout_corr/log_ppl_diff:np.float64(0.0007166084251366556) - rollout_corr/log_ppl_abs_diff:np.float64(0.001578556781169027) - rollout_corr/log_ppl_diff_max:np.float64(0.07116454839706421) - rollout_corr/log_ppl_diff_min:np.float64(-0.004071809351444244) - rollout_corr/ppl_ratio:np.float64(1.0007289675995708) - rollout_corr/chi2_token:np.float64(0.000788895646110177) - rollout_corr/chi2_seq:np.float64(1.0485429209657013) - actor/pg_loss:np.float64(0.0022394302068278193) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00032143645762516826) - actor/ppo_kl:np.float64(0.0002396634859533897) - 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(0.93359375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.93359375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.77734375) - self_distillation/token_reweight_w_mean:np.float64(14596.109324033838) - self_distillation/token_reweight_w_std:np.float64(170215.50741613266) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9997718355152756) - self_distillation/token_reweight_w_clip_frac:np.float64(0.045137047200114466) - self_distillation/empty_target_batch:np.float64(0.06640625) - actor/grad_norm:np.float64(0.2175825722515583) - perf/mfu/actor:np.float64(0.056676871566027895) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(197.3233880996704) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.61796875) - val-aux/sciknoweval/reward/std@16:np.float64(0.20523842662574854) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.705825) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.18368841387292015) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.5308499999999999) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.16680965099369396) - val-aux/sciknoweval/reward/maj@2/mean:np.floa
step:41 - global_seqlen/min:21172 - global_seqlen/max:28257 - global_seqlen/minmax_diff:7085 - global_seqlen/balanced_min:24104 - global_seqlen/balanced_max:24111 - global_seqlen/mean:24108.25 - actor/entropy:0.19510897994041443 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.34874776005744934 - training/rollout_probs_diff_mean:0.00296596996486187 - training/rollout_probs_diff_std:0.009650228545069695 - training/rollout_actor_probs_pearson_corr:0.999030590057373 - self_distillation/success_group_fraction:0.96875 - self_distillation/success_sample_fraction:0.9609375 - self_distillation/correct_sample_fraction:0.7734375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.9609375 - rollout_corr/rollout_is_mean:1.0000007152557373 - rollout_corr/rollout_is_ratio_fraction_high:8.208967301470693e-06 - rollout_corr/rollout_is_ratio_fraction_low:8.208967301470693e-06 - rollout_corr/rollout_is_max:3.2528834342956543 - rollout_corr/rollout_is_min:0.25628554821014404 - rollout_corr/rollout_is_std:0.02881893701851368 - rollout_corr/rollout_is_eff_sample_size:0.9991700390777238 - rollout_corr/rollout_is_seq_mean:0.9999620914459229 - rollout_corr/rollout_is_seq_std:0.001639653230085969 - rollout_corr/rollout_is_seq_max:1.0059510469436646 - rollout_corr/rollout_is_seq_min:0.99149489402771 - rollout_corr/rollout_is_seq_max_deviation:0.008505105972290039 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.217791025992483) - rollout_corr/training_log_ppl:np.float64(0.18964533759572078) - rollout_corr/kl:np.float64(0.0005734493415801012) - rollout_corr/k3_kl:np.float64(0.00044943573641376133) - rollout_corr/rollout_ppl:np.float64(1.2171180993318558) - rollout_corr/rollout_log_ppl:np.float64(0.18907188744924497) - rollout_corr/log_ppl_diff:np.float64(0.0005734501464758068) - rollout_corr/log_ppl_abs_diff:np.float64(0.0012757474614772946) - rollout_corr/log_ppl_diff_max:np.float64(0.010674156248569489) - rollout_corr/log_ppl_diff_min:np.float64(-0.005041897296905518) - rollout_corr/ppl_ratio:np.float64(1.0005749089177698) - rollout_corr/chi2_token:np.float64(0.0006430486682802439) - rollout_corr/chi2_seq:np.float64(0.34916975046508014) - actor/pg_loss:np.float64(0.0028609149158000946) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00037430567363117007) - actor/ppo_kl:np.float64(0.00010280042299903869) - 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(0.9609375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.9609375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.7734375) - self_distillation/token_reweight_w_mean:np.float64(15439.003869137494) - self_distillation/token_reweight_w_std:np.float64(381955.13341238984) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.000298652332276) - self_distillation/token_reweight_w_clip_frac:np.float64(0.05494706741592381) - self_distillation/empty_target_batch:np.float64(0.0390625) - actor/grad_norm:np.float64(0.19181200489401817) - perf/mfu/actor:np.float64(0.05644916039033881) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(197.62611770629883) - actor/lr:np.float64(1e-06) - training/global_step:41 - training/epoch:1 - critic/score/mean:0.7734375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.7734375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0020902082324028015 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.0020902082324028015 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:475.8515625 -
step:42 - global_seqlen/min:22569 - global_seqlen/max:27311 - global_seqlen/minmax_diff:4742 - global_seqlen/balanced_min:25038 - global_seqlen/balanced_max:25054 - global_seqlen/mean:25047.0 - actor/entropy:0.24892261624336243 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.670967161655426 - training/rollout_probs_diff_mean:0.003025430254638195 - training/rollout_probs_diff_std:0.009795612655580044 - training/rollout_actor_probs_pearson_corr:0.9991313219070435 - self_distillation/success_group_fraction:0.875 - self_distillation/success_sample_fraction:0.86328125 - 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:0.86328125 - rollout_corr/rollout_is_mean:0.9998930096626282 - rollout_corr/rollout_is_ratio_fraction_high:1.5133171473280527e-05 - rollout_corr/rollout_is_ratio_fraction_low:3.783293141168542e-05 - rollout_corr/rollout_is_max:4.227712631225586 - rollout_corr/rollout_is_min:0.18747776746749878 - rollout_corr/rollout_is_std:0.029035290703177452 - rollout_corr/rollout_is_eff_sample_size:0.9991574240186801 - rollout_corr/rollout_is_seq_mean:0.9998325109481812 - rollout_corr/rollout_is_seq_std:0.0015463787131011486 - rollout_corr/rollout_is_seq_max:1.0083459615707397 - rollout_corr/rollout_is_seq_min:0.9951817393302917 - rollout_corr/rollout_is_seq_max_deviation:0.008345961570739746 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2542899283580482) - rollout_corr/training_log_ppl:np.float64(0.2118087612761883) - rollout_corr/kl:np.float64(0.0006046219645430284) - rollout_corr/k3_kl:np.float64(0.0004428104627720586) - rollout_corr/rollout_ppl:np.float64(1.2534998757764697) - rollout_corr/rollout_log_ppl:np.float64(0.21120413720200304) - rollout_corr/log_ppl_diff:np.float64(0.0006046240741852671) - rollout_corr/log_ppl_abs_diff:np.float64(0.0012860278657171875) - rollout_corr/log_ppl_diff_max:np.float64(0.005592525005340576) - rollout_corr/log_ppl_diff_min:np.float64(-0.007412515580654144) - rollout_corr/ppl_ratio:np.float64(1.0006060795858502) - rollout_corr/chi2_token:np.float64(0.0005524898879230022) - rollout_corr/chi2_seq:np.float64(0.7299846305977553) - actor/pg_loss:np.float64(0.004190075560472906) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0002905324188304803) - actor/ppo_kl:np.float64(3.560879972663855e-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(0.86328125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.86328125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.6171875) - self_distillation/token_reweight_w_mean:np.float64(3159.014352656668) - self_distillation/token_reweight_w_std:np.float64(83420.70022474515) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0017929573077708) - self_distillation/token_reweight_w_clip_frac:np.float64(0.06845499108021613) - self_distillation/empty_target_batch:np.float64(0.13671875) - actor/grad_norm:np.float64(0.227945476770401) - perf/mfu/actor:np.float64(0.057657091310341184) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(197.51451110839844) - actor/lr:np.float64(1e-06) - training/global_step:42 - training/epoch:1 - critic/score/mean:0.6171875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.6171875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.014856046065688133 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.014856046065688133 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:516.25 - respons
step:43 - global_seqlen/min:19052 - global_seqlen/max:31919 - global_seqlen/minmax_diff:12867 - global_seqlen/balanced_min:24552 - global_seqlen/balanced_max:24917 - global_seqlen/mean:24612.5 - actor/entropy:0.23190994560718536 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5026711821556091 - training/rollout_probs_diff_mean:0.003001613076776266 - training/rollout_probs_diff_std:0.00961999874562025 - training/rollout_actor_probs_pearson_corr:0.9990864396095276 - self_distillation/success_group_fraction:0.90625 - self_distillation/success_sample_fraction:0.90234375 - self_distillation/correct_sample_fraction:0.671875 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.90234375 - rollout_corr/rollout_is_mean:0.9999968409538269 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:1.564602462167386e-05 - rollout_corr/rollout_is_max:1.974767804145813 - rollout_corr/rollout_is_min:0.15729260444641113 - rollout_corr/rollout_is_std:0.02876925654709339 - rollout_corr/rollout_is_eff_sample_size:0.9991730143739226 - rollout_corr/rollout_is_seq_mean:1.0000637769699097 - rollout_corr/rollout_is_seq_std:0.001507977838627994 - rollout_corr/rollout_is_seq_max:1.007026195526123 - rollout_corr/rollout_is_seq_min:0.9949943423271179 - rollout_corr/rollout_is_seq_max_deviation:0.007026195526123047 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2377484519965947) - rollout_corr/training_log_ppl:np.float64(0.2034379402466584) - rollout_corr/kl:np.float64(0.0003022583822458458) - rollout_corr/k3_kl:np.float64(0.0004391857282328715) - rollout_corr/rollout_ppl:np.float64(1.2373604252934456) - rollout_corr/rollout_log_ppl:np.float64(0.20313568067649612) - rollout_corr/log_ppl_diff:np.float64(0.00030225957016227767) - rollout_corr/log_ppl_abs_diff:np.float64(0.0011025687199435197) - rollout_corr/log_ppl_diff_max:np.float64(0.003672093152999878) - rollout_corr/log_ppl_diff_min:np.float64(-0.00567355751991272) - rollout_corr/ppl_ratio:np.float64(1.0003033550456166) - rollout_corr/chi2_token:np.float64(0.001162565080448985) - rollout_corr/chi2_seq:np.float64(0.39001374156214297) - actor/pg_loss:np.float64(0.004258588422089815) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00024049899820965948) - actor/ppo_kl:np.float64(-5.5626800181229896e-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(0.90234375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.90234375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.671875) - self_distillation/token_reweight_w_mean:np.float64(2705.9410314837005) - self_distillation/token_reweight_w_std:np.float64(74205.18795861094) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0006196503527462) - self_distillation/token_reweight_w_clip_frac:np.float64(0.06989276569220237) - self_distillation/empty_target_batch:np.float64(0.09765625) - actor/grad_norm:np.float64(0.19171869941055775) - perf/mfu/actor:np.float64(0.05718318820002838) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(197.54368352890015) - actor/lr:np.float64(1e-06) - training/global_step:43 - training/epoch:1 - critic/score/mean:0.671875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.671875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.008528061211109161 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.008528061211109161 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:499.328125 - response_length/max:2
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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': 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
A charged particle produces an electric field with a magnitude of $2.0 \mathrm{~N} / \mathrm{C}$ at a point that is $50 \mathrm{~cm}$ away from the particle. What is the magnitude of the particle's charge? Recall that the electric field $E$ due to a point charge $q$ at a distance $r$ is given by $E = k\frac{q}{r^2}$, where $k = 8.99 \times 10^9 \mathrm{N} \mathrm{m}^2 / \mathrm{C}^2$.
A: 50 pC
B: 56 pC
C: 60 pC
D: 64 pC
Please reason step by step.
assistant
<think>
</think>
[response] <reasoning>
We are given the electric field $ E = 2.0 \, \mathrm{N/C} $, the distance $ r = 50 \, \mathrm{cm} = 0.50 \, \mathrm{m} $, and the constant $ k = 8.99 \times 10^9 \, \mathrm{N \cdot m^2/C^2} $. The formula for the electric field due to a point charge is:
$$
E = k \frac{q}{r^2}
$$
We solve for $ q $:
$$
q = \frac{E \cdot r^2}{k}
$$
Substituting the known values:
$$
q = \frac{2.0 \cdot (0.50)^2}{8.99 \times 10^9} = \frac{2.0 \cdot 0.25}{8.99 \times 10^9} = \frac{0.50}{8.99 \times 10^9}
$$
$$
q \approx 5.56 \times 10^{-11} \, \mathrm{C}
$$
Converting to picocoulombs (1 pC = $ 10^{-12} $ C):
$$
q \approx 55.6 \, \mathrm{pC}
$$
The closest option is **B: 56 pC**.
</reasoning>
<answer>
B
</answer>
[ground_truth] B
[score] 1.0
[acc] 1.0
[pred] B
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/physics/qwen3gen-physics-RLSD_TR-Qwen-Qwen3-8B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_50
step:50 - global_seqlen/min:19168 - global_seqlen/max:29440 - global_seqlen/minmax_diff:10272 - global_seqlen/balanced_min:25436 - global_seqlen/balanced_max:25450 - global_seqlen/mean:25439.375 - actor/entropy:0.27149584889411926 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.37974900007247925 - training/rollout_probs_diff_mean:0.0030482823494821787 - training/rollout_probs_diff_std:0.009097245521843433 - training/rollout_actor_probs_pearson_corr:0.999318540096283 - self_distillation/success_group_fraction:0.9375 - self_distillation/success_sample_fraction:0.93359375 - self_distillation/correct_sample_fraction:0.68359375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.93359375 - rollout_corr/rollout_is_mean:0.9999427199363708 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:1.4786446627113037e-05 - rollout_corr/rollout_is_max:1.8260700702667236 - rollout_corr/rollout_is_min:0.42270684242248535 - rollout_corr/rollout_is_std:0.02846306934952736 - rollout_corr/rollout_is_eff_sample_size:0.9991903904576372 - rollout_corr/rollout_is_seq_mean:0.9999755024909973 - rollout_corr/rollout_is_seq_std:0.0014398901257663965 - rollout_corr/rollout_is_seq_max:1.0053409337997437 - rollout_corr/rollout_is_seq_min:0.994831383228302 - rollout_corr/rollout_is_seq_max_deviation:0.005340933799743652 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.3109961580485106) - rollout_corr/training_log_ppl:np.float64(0.253154604928568) - rollout_corr/kl:np.float64(0.00036529192135503763) - rollout_corr/k3_kl:np.float64(0.0004534678223535593) - rollout_corr/rollout_ppl:np.float64(1.3104890743270516) - rollout_corr/rollout_log_ppl:np.float64(0.2527893086516997) - rollout_corr/log_ppl_diff:np.float64(0.000365296276868321) - rollout_corr/log_ppl_abs_diff:np.float64(0.0012172957794973627) - rollout_corr/log_ppl_diff_max:np.float64(0.006820358335971832) - rollout_corr/log_ppl_diff_min:np.float64(-0.006113961338996887) - rollout_corr/ppl_ratio:np.float64(1.0003666609991342) - rollout_corr/chi2_token:np.float64(0.0010919254273176193) - rollout_corr/chi2_seq:np.float64(0.44652247754856944) - actor/pg_loss:np.float64(0.004591187578625977) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0002630960186706943) - actor/ppo_kl:np.float64(-8.892219416978264e-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(0.93359375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.93359375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.68359375) - self_distillation/token_reweight_w_mean:np.float64(3386.0691014186013) - self_distillation/token_reweight_w_std:np.float64(81954.25167127652) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9989137353841215) - self_distillation/token_reweight_w_clip_frac:np.float64(0.09482813796785194) - self_distillation/empty_target_batch:np.float64(0.06640625) - actor/grad_norm:np.float64(0.2807828411459923) - perf/mfu/actor:np.float64(0.05904541053648982) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(197.66108226776123) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.6421875) - val-aux/sciknoweval/reward/std@16:np.float64(0.20277213467419983) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.7293499999999999) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.17546086487058532) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.5562374999999999) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.16899377189330053) - val-aux/sciknoweval/reward/maj@2/mean:
step:51 - global_seqlen/min:17511 - global_seqlen/max:28028 - global_seqlen/minmax_diff:10517 - global_seqlen/balanced_min:23155 - global_seqlen/balanced_max:23188 - global_seqlen/mean:23179.125 - actor/entropy:0.2698791027069092 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.38078969717025757 - training/rollout_probs_diff_mean:0.0030010524205863476 - training/rollout_probs_diff_std:0.00926926452666521 - training/rollout_actor_probs_pearson_corr:0.99923175573349 - self_distillation/success_group_fraction:0.875 - self_distillation/success_sample_fraction:0.86328125 - self_distillation/correct_sample_fraction:0.6328125 - 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:1.0001506805419922 - rollout_corr/rollout_is_ratio_fraction_high:8.544598131265957e-06 - rollout_corr/rollout_is_ratio_fraction_low:8.544598131265957e-06 - rollout_corr/rollout_is_max:2.1633248329162598 - rollout_corr/rollout_is_min:0.3055838942527771 - rollout_corr/rollout_is_std:0.028341351076960564 - rollout_corr/rollout_is_eff_sample_size:0.999197769525319 - rollout_corr/rollout_is_seq_mean:1.0000841617584229 - rollout_corr/rollout_is_seq_std:0.0014276247238740325 - rollout_corr/rollout_is_seq_max:1.0039843320846558 - rollout_corr/rollout_is_seq_min:0.9958688020706177 - rollout_corr/rollout_is_seq_max_deviation:0.004131197929382324 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.283448894508183) - rollout_corr/training_log_ppl:np.float64(0.23242870725516696) - rollout_corr/kl:np.float64(0.00039944934866742443) - rollout_corr/k3_kl:np.float64(0.0004781505269306763) - rollout_corr/rollout_ppl:np.float64(1.2829442485235631) - rollout_corr/rollout_log_ppl:np.float64(0.23202925745863467) - rollout_corr/log_ppl_diff:np.float64(0.00039944979653228074) - rollout_corr/log_ppl_abs_diff:np.float64(0.0011975742381764576) - rollout_corr/log_ppl_diff_max:np.float64(0.005612224340438843) - rollout_corr/log_ppl_diff_min:np.float64(-0.0040902793407440186) - rollout_corr/ppl_ratio:np.float64(1.000400707591325) - rollout_corr/chi2_token:np.float64(0.0011282062623649836) - rollout_corr/chi2_seq:np.float64(0.39218471315689385) - actor/pg_loss:np.float64(0.002458873437717557) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00036319168407317193) - actor/ppo_kl:np.float64(6.448495334332449e-05) - actor/pg_clipfrac_lower:np.float64(7.689468475291505e-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(0.86328125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.86328125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.6328125) - self_distillation/token_reweight_w_mean:np.float64(5380.610399987083) - self_distillation/token_reweight_w_std:np.float64(106550.12923576194) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0000015466939658) - self_distillation/token_reweight_w_clip_frac:np.float64(0.06583685430814512) - self_distillation/empty_target_batch:np.float64(0.13671875) - actor/grad_norm:np.float64(0.19366929307579994) - perf/mfu/actor:np.float64(0.05463014221907142) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(197.95783233642578) - actor/lr:np.float64(1e-06) - training/global_step:51 - training/epoch:2 - critic/score/mean:0.6328125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.6328125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.001417335239239037 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.001417335239239037 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_le
step:52 - global_seqlen/min:20249 - global_seqlen/max:26904 - global_seqlen/minmax_diff:6655 - global_seqlen/balanced_min:23741 - global_seqlen/balanced_max:23754 - global_seqlen/mean:23748.875 - actor/entropy:0.26206788420677185 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.2897759675979614 - training/rollout_probs_diff_mean:0.0031796968542039394 - training/rollout_probs_diff_std:0.009452592581510544 - training/rollout_actor_probs_pearson_corr:0.9992661476135254 - self_distillation/success_group_fraction:0.90625 - self_distillation/success_sample_fraction:0.90234375 - self_distillation/correct_sample_fraction:0.6875 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.90234375 - rollout_corr/rollout_is_mean:0.9998950362205505 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:8.323414476762991e-06 - rollout_corr/rollout_is_max:1.6328537464141846 - rollout_corr/rollout_is_min:0.2245272547006607 - rollout_corr/rollout_is_std:0.02913775108754635 - rollout_corr/rollout_is_eff_sample_size:0.9991514736296966 - rollout_corr/rollout_is_seq_mean:0.9998642206192017 - rollout_corr/rollout_is_seq_std:0.0018541476456448436 - rollout_corr/rollout_is_seq_max:1.0078346729278564 - rollout_corr/rollout_is_seq_min:0.990766167640686 - rollout_corr/rollout_is_seq_max_deviation:0.009233832359313965 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2924986188299954) - rollout_corr/training_log_ppl:np.float64(0.24121209807344712) - rollout_corr/kl:np.float64(0.0005627371857137575) - rollout_corr/k3_kl:np.float64(0.000526310548963238) - rollout_corr/rollout_ppl:np.float64(1.2917516590096056) - rollout_corr/rollout_log_ppl:np.float64(0.24064936087233946) - rollout_corr/log_ppl_diff:np.float64(0.0005627372011076659) - rollout_corr/log_ppl_abs_diff:np.float64(0.001493871764978394) - rollout_corr/log_ppl_diff_max:np.float64(0.008751854300498962) - rollout_corr/log_ppl_diff_min:np.float64(-0.008186154067516327) - rollout_corr/ppl_ratio:np.float64(1.000564940739423) - rollout_corr/chi2_token:np.float64(0.0010216198861598969) - rollout_corr/chi2_seq:np.float64(0.5899208602495492) - actor/pg_loss:np.float64(0.0034945248626172543) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00027937310051129316) - actor/ppo_kl:np.float64(-5.135034418657369e-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(0.90234375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.90234375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.6875) - self_distillation/token_reweight_w_mean:np.float64(15624.9816659051) - self_distillation/token_reweight_w_std:np.float64(329907.70011061645) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0006199525669217) - self_distillation/token_reweight_w_clip_frac:np.float64(0.06881534481362905) - self_distillation/empty_target_batch:np.float64(0.09765625) - actor/grad_norm:np.float64(0.2124406099319458) - perf/mfu/actor:np.float64(0.05564996634226216) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(197.88951110839844) - actor/lr:np.float64(1e-06) - training/global_step:52 - training/epoch:2 - critic/score/mean:0.6875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.6875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0004192920168861747 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0004192920168861747 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:469.30859375 - response_length/max:138
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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': 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
A charged particle produces an electric field with a magnitude of $2.0 \mathrm{~N} / \mathrm{C}$ at a point that is $50 \mathrm{~cm}$ away from the particle. What is the magnitude of the particle's charge? Recall that the electric field $E$ due to a point charge $q$ at a distance $r$ is given by $E = k\frac{q}{r^2}$, where $k = 8.99 \times 10^9 \mathrm{N} \mathrm{m}^2 / \mathrm{C}^2$.
A: 50 pC
B: 56 pC
C: 60 pC
D: 64 pC
Please reason step by step.
assistant
<think>
</think>
[response] <reasoning>
We are given the electric field $ E = 2.0 \, \mathrm{N/C} $, the distance $ r = 50 \, \mathrm{cm} = 0.50 \, \mathrm{m} $, and the constant $ k = 8.99 \times 10^9 \, \mathrm{N \cdot m^2/C^2} $. The formula for the electric field due to a point charge is:
$$
E = k \frac{q}{r^2}
$$
Solving for $ q $:
$$
q = \frac{E \cdot r^2}{k}
$$
Substitute the known values:
$$
q = \frac{2.0 \cdot (0.50)^2}{8.99 \times 10^9} = \frac{2.0 \cdot 0.25}{8.99 \times 10^9} = \frac{0.50}{8.99 \times 10^9}
$$
$$
q \approx 5.56 \times 10^{-11} \, \mathrm{C}
$$
Convert to picocoulombs (1 pC = $ 10^{-12} \, \mathrm{C} $):
$$
q \approx 55.6 \, \mathrm{pC}
$$
Rounding to the nearest whole number, the magnitude of the charge is approximately $ 56 \, \mathrm{pC} $.
</reasoning>
<answer>
B
</answer>
[ground_truth] B
[score] 1.0
[acc] 1.0
[pred] B
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/physics/qwen3gen-physics-RLSD_TR-Qwen-Qwen3-8B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_60
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step:61 - global_seqlen/min:19183 - global_seqlen/max:30554 - global_seqlen/minmax_diff:11371 - global_seqlen/balanced_min:24395 - global_seqlen/balanced_max:24418 - global_seqlen/mean:24411.25 - actor/entropy:0.20756813883781433 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.3475205600261688 - training/rollout_probs_diff_mean:0.0026950256433337927 - training/rollout_probs_diff_std:0.009178821928799152 - training/rollout_actor_probs_pearson_corr:0.9992281794548035 - self_distillation/success_group_fraction:0.9375 - self_distillation/success_sample_fraction:0.93359375 - self_distillation/correct_sample_fraction:0.74609375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.93359375 - rollout_corr/rollout_is_mean:0.9999772906303406 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:1.5400490156025626e-05 - rollout_corr/rollout_is_max:1.9424793720245361 - rollout_corr/rollout_is_min:0.32020506262779236 - rollout_corr/rollout_is_std:0.02756519615650177 - rollout_corr/rollout_is_eff_sample_size:0.9992406178785591 - rollout_corr/rollout_is_seq_mean:0.9998874664306641 - rollout_corr/rollout_is_seq_std:0.0018777569057419896 - rollout_corr/rollout_is_seq_max:1.0054404735565186 - rollout_corr/rollout_is_seq_min:0.9923277497291565 - rollout_corr/rollout_is_seq_max_deviation:0.007672250270843506 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2361338967457414) - rollout_corr/training_log_ppl:np.float64(0.19852098800765816) - rollout_corr/kl:np.float64(0.0005635680740212479) - rollout_corr/k3_kl:np.float64(0.00048129173163147243) - rollout_corr/rollout_ppl:np.float64(1.2354488540440798) - rollout_corr/rollout_log_ppl:np.float64(0.1979574196448084) - rollout_corr/log_ppl_diff:np.float64(0.0005635683628497645) - rollout_corr/log_ppl_abs_diff:np.float64(0.0013617147196782753) - rollout_corr/log_ppl_diff_max:np.float64(0.009035363793373108) - rollout_corr/log_ppl_diff_min:np.float64(-0.0046346187591552734) - rollout_corr/ppl_ratio:np.float64(1.0005656315479428) - rollout_corr/chi2_token:np.float64(0.0008184912148863077) - rollout_corr/chi2_seq:np.float64(0.38796538999304175) - actor/pg_loss:np.float64(0.0034785300958901644) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0003513928604661487) - actor/ppo_kl:np.float64(2.1584473852698238e-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(0.93359375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.93359375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.74609375) - self_distillation/token_reweight_w_mean:np.float64(21164.804104407784) - self_distillation/token_reweight_w_std:np.float64(310615.7949758964) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9992343427147716) - self_distillation/token_reweight_w_clip_frac:np.float64(0.06176384340506047) - self_distillation/empty_target_batch:np.float64(0.06640625) - actor/grad_norm:np.float64(0.20081432536244392) - perf/mfu/actor:np.float64(0.056794247237666955) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(198.04122829437256) - actor/lr:np.float64(1e-06) - training/global_step:61 - training/epoch:2 - critic/score/mean:0.74609375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.74609375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.004993608687072992 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.004993608687072992 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:507.2890625 - r
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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': 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
A charged particle produces an electric field with a magnitude of $2.0 \mathrm{~N} / \mathrm{C}$ at a point that is $50 \mathrm{~cm}$ away from the particle. What is the magnitude of the particle's charge? Recall that the electric field $E$ due to a point charge $q$ at a distance $r$ is given by $E = k\frac{q}{r^2}$, where $k = 8.99 \times 10^9 \mathrm{N} \mathrm{m}^2 / \mathrm{C}^2$.
A: 50 pC
B: 56 pC
C: 60 pC
D: 64 pC
Please reason step by step.
assistant
<think>
</think>
[response] <reasoning>
We are given the electric field $ E = 2.0 \, \mathrm{N/C} $, the distance $ r = 50 \, \mathrm{cm} = 0.50 \, \mathrm{m} $, and the constant $ k = 8.99 \times 10^9 \, \mathrm{N \cdot m^2/C^2} $. The formula for the electric field due to a point charge is:
$$
E = k \frac{q}{r^2}
$$
Solving for $ q $:
$$
q = \frac{E \cdot r^2}{k}
$$
Substitute the known values:
$$
q = \frac{2.0 \cdot (0.50)^2}{8.99 \times 10^9} = \frac{2.0 \cdot 0.25}{8.99 \times 10^9} = \frac{0.5}{8.99 \times 10^9} \approx 5.56 \times 10^{-11} \, \mathrm{C}
$$
Convert to picocoulombs ($1 \, \mathrm{pC} = 10^{-12} \, \mathrm{C}$):
$$
q \approx 55.6 \, \mathrm{pC}
$$
The closest option is:
</reasoning>
<answer>
B
</answer>
[ground_truth] B
[score] 1.0
[acc] 1.0
[pred] B
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/physics/qwen3gen-physics-RLSD_TR-Qwen-Qwen3-8B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_70
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step:71 - global_seqlen/min:19647 - global_seqlen/max:25487 - global_seqlen/minmax_diff:5840 - global_seqlen/balanced_min:22565 - global_seqlen/balanced_max:22577 - global_seqlen/mean:22573.375 - actor/entropy:0.23593924939632416 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.2151264250278473 - training/rollout_probs_diff_mean:0.0029731541872024536 - training/rollout_probs_diff_std:0.009116576053202152 - training/rollout_actor_probs_pearson_corr:0.9992273449897766 - self_distillation/success_group_fraction:0.90625 - self_distillation/success_sample_fraction:0.90625 - self_distillation/correct_sample_fraction:0.79296875 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.90625 - rollout_corr/rollout_is_mean:0.9999300241470337 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:0.0 - rollout_corr/rollout_is_max:1.9040335416793823 - rollout_corr/rollout_is_min:0.5837352871894836 - rollout_corr/rollout_is_std:0.028094211593270302 - rollout_corr/rollout_is_eff_sample_size:0.9992112187516006 - rollout_corr/rollout_is_seq_mean:0.9998959302902222 - rollout_corr/rollout_is_seq_std:0.0014871498569846153 - rollout_corr/rollout_is_seq_max:1.0080996751785278 - rollout_corr/rollout_is_seq_min:0.9946392774581909 - rollout_corr/rollout_is_seq_max_deviation:0.008099675178527832 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2749516679905355) - rollout_corr/training_log_ppl:np.float64(0.22600234394485597) - rollout_corr/kl:np.float64(0.0004519108627860646) - rollout_corr/k3_kl:np.float64(0.00046148597355966103) - rollout_corr/rollout_ppl:np.float64(1.274333464447409) - rollout_corr/rollout_log_ppl:np.float64(0.22555043052852852) - rollout_corr/log_ppl_diff:np.float64(0.000451913416327443) - rollout_corr/log_ppl_abs_diff:np.float64(0.0013323303937795572) - rollout_corr/log_ppl_diff_max:np.float64(0.00794076919555664) - rollout_corr/log_ppl_diff_min:np.float64(-0.004279732704162598) - rollout_corr/ppl_ratio:np.float64(1.0004535210318863) - rollout_corr/chi2_token:np.float64(0.0009360732510685921) - rollout_corr/chi2_seq:np.float64(0.4728632946498692) - actor/pg_loss:np.float64(0.002302838722243905) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00025980098098443705) - actor/ppo_kl:np.float64(-5.338420736222815e-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(0.90625) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.90625) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.79296875) - self_distillation/token_reweight_w_mean:np.float64(32.36409391206689) - self_distillation/token_reweight_w_std:np.float64(696.1186733208597) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9998391503468156) - self_distillation/token_reweight_w_clip_frac:np.float64(0.045971906249178573) - self_distillation/empty_target_batch:np.float64(0.09375) - actor/grad_norm:np.float64(0.19924570620059967) - perf/mfu/actor:np.float64(0.053960876631776955) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(198.2897071838379) - actor/lr:np.float64(1e-06) - training/global_step:71 - training/epoch:3 - critic/score/mean:0.79296875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.79296875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.003918695729225874 - critic/advantages/max:0.75 - critic/advantages/min:-0.875 - critic/returns/mean:-0.003918695729225874 - critic/returns/max:0.75 - critic/returns/min:-0.875 - response_length/mean:427.88671875 - response_length/max:1067.0 - response_le
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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': 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
A charged particle produces an electric field with a magnitude of $2.0 \mathrm{~N} / \mathrm{C}$ at a point that is $50 \mathrm{~cm}$ away from the particle. What is the magnitude of the particle's charge? Recall that the electric field $E$ due to a point charge $q$ at a distance $r$ is given by $E = k\frac{q}{r^2}$, where $k = 8.99 \times 10^9 \mathrm{N} \mathrm{m}^2 / \mathrm{C}^2$.
A: 50 pC
B: 56 pC
C: 60 pC
D: 64 pC
Please reason step by step.
assistant
<think>
</think>
[response] <reasoning>
We are given the electric field $ E = 2.0 \, \mathrm{N/C} $, the distance $ r = 50 \, \mathrm{cm} = 0.50 \, \mathrm{m} $, and the constant $ k = 8.99 \times 10^9 \, \mathrm{N \cdot m^2/C^2} $. Using the formula for the electric field due to a point charge:
$$
E = k \frac{q}{r^2}
$$
Rearranging to solve for $ q $:
$$
q = \frac{E \cdot r^2}{k}
$$
Substituting the given values:
$$
q = \frac{2.0 \cdot (0.50)^2}{8.99 \times 10^9} = \frac{2.0 \cdot 0.25}{8.99 \times 10^9} = \frac{0.50}{8.99 \times 10^9} \approx 5.56 \times 10^{-11} \, \mathrm{C}
$$
Converting to picocoulombs ($ 1 \, \mathrm{pC} = 10^{-12} \, \mathrm{C} $):
$$
q \approx 55.6 \, \mathrm{pC}
$$
This value is closest to option **B: 56 pC**.
</reasoning>
<answer>
B
</answer>
[ground_truth] B
[score] 1.0
[acc] 1.0
[pred] B
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/physics/qwen3gen-physics-RLSD_TR-Qwen-Qwen3-8B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_80
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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': 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
A charged particle produces an electric field with a magnitude of $2.0 \mathrm{~N} / \mathrm{C}$ at a point that is $50 \mathrm{~cm}$ away from the particle. What is the magnitude of the particle's charge? Recall that the electric field $E$ due to a point charge $q$ at a distance $r$ is given by $E = k\frac{q}{r^2}$, where $k = 8.99 \times 10^9 \mathrm{N} \mathrm{m}^2 / \mathrm{C}^2$.
A: 50 pC
B: 56 pC
C: 60 pC
D: 64 pC
Please reason step by step.
assistant
<think>
</think>
[response] <reasoning>
We are given the electric field $ E = 2.0 \, \mathrm{N/C} $, the distance $ r = 50 \, \mathrm{cm} = 0.50 \, \mathrm{m} $, and the constant $ k = 8.99 \times 10^9 \, \mathrm{N \cdot m^2/C^2} $. The formula for the electric field due to a point charge is:
$$
E = k \frac{q}{r^2}
$$
Rearranging to solve for $ q $:
$$
q = \frac{E \cdot r^2}{k}
$$
Substituting the given values:
$$
q = \frac{2.0 \cdot (0.50)^2}{8.99 \times 10^9}
$$
$$
q = \frac{2.0 \cdot 0.25}{8.99 \times 10^9}
$$
$$
q = \frac{0.5}{8.99 \times 10^9} \approx 5.56 \times 10^{-11} \, \mathrm{C}
$$
Converting to picocoulombs (1 pC = $ 10^{-12} $ C):
$$
q \approx 55.6 \, \mathrm{pC}
$$
The closest option is B: 56 pC.
</reasoning>
<answer>
B
</answer>
[ground_truth] B
[score] 1.0
[acc] 1.0
[pred] B
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/physics/qwen3gen-physics-RLSD_TR-Qwen-Qwen3-8B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_90
step:90 - global_seqlen/min:17689 - global_seqlen/max:24738 - global_seqlen/minmax_diff:7049 - global_seqlen/balanced_min:20971 - global_seqlen/balanced_max:20992 - global_seqlen/mean:20984.875 - actor/entropy:0.21077261865139008 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.3020694851875305 - training/rollout_probs_diff_mean:0.002769892103970051 - training/rollout_probs_diff_std:0.008872252888977528 - training/rollout_actor_probs_pearson_corr:0.9991670846939087 - self_distillation/success_group_fraction:0.84375 - self_distillation/success_sample_fraction:0.83984375 - self_distillation/correct_sample_fraction:0.77734375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.83984375 - rollout_corr/rollout_is_mean:0.9999796748161316 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:0.0 - rollout_corr/rollout_is_max:1.8738949298858643 - rollout_corr/rollout_is_min:0.609788715839386 - rollout_corr/rollout_is_std:0.026957370340824127 - rollout_corr/rollout_is_eff_sample_size:0.9992737088438486 - rollout_corr/rollout_is_seq_mean:0.9999539852142334 - rollout_corr/rollout_is_seq_std:0.0014758005272597075 - rollout_corr/rollout_is_seq_max:1.004751205444336 - rollout_corr/rollout_is_seq_min:0.9945812821388245 - rollout_corr/rollout_is_seq_max_deviation:0.005418717861175537 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2639609524048865) - rollout_corr/training_log_ppl:np.float64(0.20912245583895128) - rollout_corr/kl:np.float64(0.0004431889581955062) - rollout_corr/k3_kl:np.float64(0.0004347639480215548) - rollout_corr/rollout_ppl:np.float64(1.2633680049329996) - rollout_corr/rollout_log_ppl:np.float64(0.20867926441133022) - rollout_corr/log_ppl_diff:np.float64(0.0004431914276210591) - rollout_corr/log_ppl_abs_diff:np.float64(0.001261206591152586) - rollout_corr/log_ppl_diff_max:np.float64(0.006049171090126038) - rollout_corr/log_ppl_diff_min:np.float64(-0.005435943603515625) - rollout_corr/ppl_ratio:np.float64(1.0004446292296052) - rollout_corr/chi2_token:np.float64(0.0008622340392321348) - rollout_corr/chi2_seq:np.float64(0.27305450290441513) - actor/pg_loss:np.float64(0.0014611287042498589) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00015134929981286405) - actor/ppo_kl:np.float64(2.253385616413084e-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(0.83984375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.83984375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.77734375) - self_distillation/token_reweight_w_mean:np.float64(232.24152618390508) - self_distillation/token_reweight_w_std:np.float64(5283.819025855686) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9993226558435708) - self_distillation/token_reweight_w_clip_frac:np.float64(0.045578876917716116) - self_distillation/empty_target_batch:np.float64(0.16015625) - actor/grad_norm:np.float64(0.14182636328041553) - perf/mfu/actor:np.float64(0.05110420901267789) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(197.68716478347778) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.68046875) - val-aux/sciknoweval/reward/std@16:np.float64(0.17636502357475656) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.7504125) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.13927109847218053) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.6064499999999999) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.1588835992693667) - val-aux/sciknoweval/reward/maj@2/mean:np.float64(0.67705) - val
step:91 - global_seqlen/min:18599 - global_seqlen/max:26740 - global_seqlen/minmax_diff:8141 - global_seqlen/balanced_min:21857 - global_seqlen/balanced_max:21878 - global_seqlen/mean:21869.625 - actor/entropy:0.18502238392829895 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.3016291558742523 - training/rollout_probs_diff_mean:0.002582877641543746 - training/rollout_probs_diff_std:0.008864011615514755 - training/rollout_actor_probs_pearson_corr:0.9991196990013123 - self_distillation/success_group_fraction:0.96875 - self_distillation/success_sample_fraction:0.96484375 - self_distillation/correct_sample_fraction:0.859375 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.96484375 - rollout_corr/rollout_is_mean:1.0000965595245361 - rollout_corr/rollout_is_ratio_fraction_high:9.062814569915645e-06 - rollout_corr/rollout_is_ratio_fraction_low:0.0 - rollout_corr/rollout_is_max:2.2347850799560547 - rollout_corr/rollout_is_min:0.5558784604072571 - rollout_corr/rollout_is_std:0.02634231001138687 - rollout_corr/rollout_is_eff_sample_size:0.9993068020008989 - rollout_corr/rollout_is_seq_mean:1.0000598430633545 - rollout_corr/rollout_is_seq_std:0.0019468516111373901 - rollout_corr/rollout_is_seq_max:1.01114022731781 - rollout_corr/rollout_is_seq_min:0.9909047484397888 - rollout_corr/rollout_is_seq_max_deviation:0.011140227317810059 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.1936893849633634) - rollout_corr/training_log_ppl:np.float64(0.1685559979378013) - rollout_corr/kl:np.float64(0.00032212701280531775) - rollout_corr/k3_kl:np.float64(0.0004202743424741584) - rollout_corr/rollout_ppl:np.float64(1.1933098202571273) - rollout_corr/rollout_log_ppl:np.float64(0.1682338698883541) - rollout_corr/log_ppl_diff:np.float64(0.0003221280494472012) - rollout_corr/log_ppl_abs_diff:np.float64(0.0013454183208523318) - rollout_corr/log_ppl_diff_max:np.float64(0.010432571172714233) - rollout_corr/log_ppl_diff_min:np.float64(-0.004743427038192749) - rollout_corr/ppl_ratio:np.float64(1.0003239274956286) - rollout_corr/chi2_token:np.float64(0.0010666304733604193) - rollout_corr/chi2_seq:np.float64(0.7431910112500191) - actor/pg_loss:np.float64(0.0014502984704449773) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0001065377177837945) - actor/ppo_kl:np.float64(9.484854068375626e-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(0.96484375) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.96484375) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.859375) - self_distillation/token_reweight_w_mean:np.float64(88.4975810085889) - self_distillation/token_reweight_w_std:np.float64(2492.829599480203) - self_distillation/token_reweight_w_clipped_mean:np.float64(0.9999885968863964) - self_distillation/token_reweight_w_clip_frac:np.float64(0.037433789286296815) - self_distillation/empty_target_batch:np.float64(0.03515625) - actor/grad_norm:np.float64(0.14290286786854267) - perf/mfu/actor:np.float64(0.04989908695015073) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(198.37800979614258) - actor/lr:np.float64(1e-06) - training/global_step:91 - training/epoch:4 - critic/score/mean:0.859375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.859375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.003633055603131652 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.003633055603131652 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:431.01953125 - response_length/ma
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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': 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
A charged particle produces an electric field with a magnitude of $2.0 \mathrm{~N} / \mathrm{C}$ at a point that is $50 \mathrm{~cm}$ away from the particle. What is the magnitude of the particle's charge? Recall that the electric field $E$ due to a point charge $q$ at a distance $r$ is given by $E = k\frac{q}{r^2}$, where $k = 8.99 \times 10^9 \mathrm{N} \mathrm{m}^2 / \mathrm{C}^2$.
A: 50 pC
B: 56 pC
C: 60 pC
D: 64 pC
Please reason step by step.
assistant
<think>
</think>
[response] <reasoning>
We are given the electric field $ E = 2.0 \, \mathrm{N/C} $, the distance $ r = 50 \, \mathrm{cm} = 0.50 \, \mathrm{m} $, and the constant $ k = 8.99 \times 10^9 \, \mathrm{N \cdot m^2 / C^2} $. Using the formula for the electric field due to a point charge:
$$
E = k \frac{q}{r^2}
$$
Solving for $ q $:
$$
q = \frac{E \cdot r^2}{k}
$$
Substituting the values:
$$
q = \frac{2.0 \cdot (0.50)^2}{8.99 \times 10^9} = \frac{2.0 \cdot 0.25}{8.99 \times 10^9} = \frac{0.50}{8.99 \times 10^9} \approx 5.56 \times 10^{-11} \, \mathrm{C}
$$
Converting to picocoulombs ($ 1 \, \mathrm{pC} = 10^{-12} \, \mathrm{C} $):
$$
q \approx 55.6 \, \mathrm{pC}
$$
The closest option is:
</reasoning>
<answer>
B
</answer>
[ground_truth] B
[score] 1.0
[acc] 1.0
[pred] B
[incorrect_format] 1
[feedback]
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/physics/qwen3gen-physics-RLSD_TR-Qwen-Qwen3-8B-mbs8-decay0-tr0.1-train32-rollout8-lr1e-6-vllm0.8/global_step_100
step:100 - global_seqlen/min:15293 - global_seqlen/max:27160 - global_seqlen/minmax_diff:11867 - global_seqlen/balanced_min:22042 - global_seqlen/balanced_max:22077 - global_seqlen/mean:22062.125 - actor/entropy:0.2097870260477066 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4133709967136383 - training/rollout_probs_diff_mean:0.0028145588003098965 - training/rollout_probs_diff_std:0.009487012401223183 - training/rollout_actor_probs_pearson_corr:0.9991060495376587 - self_distillation/success_group_fraction:0.96875 - self_distillation/success_sample_fraction:0.953125 - self_distillation/correct_sample_fraction:0.75390625 - self_distillation/feedback_available_fraction:0.0 - self_distillation/feedback_used_fraction:0.0 - self_distillation/reprompt_sample_fraction:0.953125 - rollout_corr/rollout_is_mean:0.9999947547912598 - rollout_corr/rollout_is_ratio_fraction_high:1.8594100765767507e-05 - rollout_corr/rollout_is_ratio_fraction_low:2.789115023915656e-05 - rollout_corr/rollout_is_max:4.497957706451416 - rollout_corr/rollout_is_min:0.3550756275653839 - rollout_corr/rollout_is_std:0.028181063011288643 - rollout_corr/rollout_is_eff_sample_size:0.9992064579221395 - rollout_corr/rollout_is_seq_mean:0.9999136328697205 - rollout_corr/rollout_is_seq_std:0.0020781357306987047 - rollout_corr/rollout_is_seq_max:1.0099788904190063 - rollout_corr/rollout_is_seq_min:0.9891766309738159 - rollout_corr/rollout_is_seq_max_deviation:0.010823369026184082 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.2158178966492414) - rollout_corr/training_log_ppl:np.float64(0.185322040655592) - rollout_corr/kl:np.float64(0.0004785535343856395) - rollout_corr/k3_kl:np.float64(0.0005256261923278771) - rollout_corr/rollout_ppl:np.float64(1.2151897735893726) - rollout_corr/rollout_log_ppl:np.float64(0.18484348608762957) - rollout_corr/log_ppl_diff:np.float64(0.00047855456796241924) - rollout_corr/log_ppl_abs_diff:np.float64(0.0015097330397111364) - rollout_corr/log_ppl_diff_max:np.float64(0.011803552508354187) - rollout_corr/log_ppl_diff_min:np.float64(-0.010602578520774841) - rollout_corr/ppl_ratio:np.float64(1.0004810797981918) - rollout_corr/chi2_token:np.float64(0.0010942460503429174) - rollout_corr/chi2_seq:np.float64(0.5077934148721397) - actor/pg_loss:np.float64(0.0021155468421056867) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00039214472985804605) - actor/ppo_kl:np.float64(-6.8683105657108e-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(0.953125) - self_distillation/token_reweight_context_sample_fraction:np.float64(0.953125) - self_distillation/token_reweight_correct_sample_fraction:np.float64(0.75390625) - self_distillation/token_reweight_w_mean:np.float64(395.0223485589959) - self_distillation/token_reweight_w_std:np.float64(8410.495676852704) - self_distillation/token_reweight_w_clipped_mean:np.float64(1.0012438350822777) - self_distillation/token_reweight_w_clip_frac:np.float64(0.05156318433000706) - self_distillation/empty_target_batch:np.float64(0.046875) - actor/grad_norm:np.float64(0.16905477456748486) - perf/mfu/actor:np.float64(0.05262459257753069) - perf/max_memory_allocated_gb:np.float64(131.24971342086792) - perf/max_memory_reserved_gb:np.float64(143.283203125) - perf/cpu_memory_used_gb:np.float64(198.11225509643555) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.6578125) - val-aux/sciknoweval/reward/std@16:np.float64(0.1791601964104201) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.72985) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.14243945466552344) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.5846375) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.16119285610681686) - val-aux/sciknoweval/reward/maj@2/mean:np.float64(
("Final validation metrics: {'val-aux/sciknoweval/reward/mean@16': "
"np.float64(0.6578125), 'val-aux/sciknoweval/reward/std@16': "
"np.float64(0.1791601964104201), 'val-aux/sciknoweval/reward/best@2/mean': "
"np.float64(0.72985), 'val-aux/sciknoweval/reward/best@2/std': "
"np.float64(0.14243945466552344), 'val-aux/sciknoweval/reward/worst@2/mean': "
"np.float64(0.5846375), 'val-aux/sciknoweval/reward/worst@2/std': "
"np.float64(0.16119285610681686), 'val-aux/sciknoweval/reward/maj@2/mean': "
"np.float64(0.657775), 'val-aux/sciknoweval/reward/maj@2/std': "
"np.float64(0.17855468574283387), 'val-aux/sciknoweval/reward/best@4/mean': "
"np.float64(0.7821), 'val-aux/sciknoweval/reward/best@4/std': "
"np.float64(0.09939721158640422), 'val-aux/sciknoweval/reward/worst@4/mean': "
"np.float64(0.5175124999999999), 'val-aux/sciknoweval/reward/worst@4/std': "
"np.float64(0.12756100353900784), 'val-aux/sciknoweval/reward/maj@4/mean': "
"np.float64(0.6794749999999998), 'val-aux/sciknoweval/reward/maj@4/std': "
"np.float64(0.13936384594983817), 'val-aux/sciknoweval/reward/best@8/mean': "
"np.float64(0.8189875000000001), 'val-aux/sciknoweval/reward/best@8/std': "
"np.float64(0.06830858426455963), 'val-aux/sciknoweval/reward/worst@8/mean': "
"np.float64(0.4656625), 'val-aux/sciknoweval/reward/worst@8/std': "
"np.float64(0.08893811125770881), 'val-aux/sciknoweval/reward/maj@8/mean': "
"np.float64(0.6921250000000001), 'val-aux/sciknoweval/reward/maj@8/std': "
"np.float64(0.09885195998023369), 'val-aux/sciknoweval/reward/best@16/mean': "
"np.float64(0.8481500000000001), 'val-aux/sciknoweval/reward/best@16/std': "
"np.float64(0.04638693035505402), 'val-aux/sciknoweval/reward/worst@16/mean': "
"np.float64(0.4310375000000001), 'val-aux/sciknoweval/reward/worst@16/std': "
"np.float64(0.04764229560029223), 'val-aux/sciknoweval/reward/maj@16/mean': "
"np.float64(0.70175), 'val-aux/sciknoweval/reward/maj@16/std': "
"np.float64(0.06840959900793887), 'val-aux/sciknoweval/score/mean@16': "
"np.float64(0.6578125), 'val-aux/sciknoweval/score/std@16': "
"np.float64(0.1791601964104201), 'val-aux/sciknoweval/score/best@2/mean': "
"np.float64(0.72985), 'val-aux/sciknoweval/score/best@2/std': "
"np.float64(0.14243945466552344), 'val-aux/sciknoweval/score/worst@2/mean': "
"np.float64(0.5846375), 'val-aux/sciknoweval/score/worst@2/std': "
"np.float64(0.16119285610681686), 'val-aux/sciknoweval/score/maj@2/mean': "
"np.float64(0.657775), 'val-aux/sciknoweval/score/maj@2/std': "
"np.float64(0.17855468574283387), 'val-aux/sciknoweval/score/best@4/mean': "
"np.float64(0.7821), 'val-aux/sciknoweval/score/best@4/std': "
"np.float64(0.09939721158640422), 'val-aux/sciknoweval/score/worst@4/mean': "
"np.float64(0.5175124999999999), 'val-aux/sciknoweval/score/worst@4/std': "
"np.float64(0.12756100353900784), 'val-aux/sciknoweval/score/maj@4/mean': "
"np.float64(0.6794749999999998), 'val-aux/sciknoweval/score/maj@4/std': "
"np.float64(0.13936384594983817), 'val-aux/sciknoweval/score/best@8/mean': "
"np.float64(0.8189875000000001), 'val-aux/sciknoweval/score/best@8/std': "
"np.float64(0.06830858426455963), 'val-aux/sciknoweval/score/worst@8/mean': "
"np.float64(0.4656625), 'val-aux/sciknoweval/score/worst@8/std': "
"np.float64(0.08893811125770881), 'val-aux/sciknoweval/score/maj@8/mean': "
"np.float64(0.6921250000000001), 'val-aux/sciknoweval/score/maj@8/std': "
"np.float64(0.09885195998023369), 'val-aux/sciknoweval/score/best@16/mean': "
"np.float64(0.8481500000000001), 'val-aux/sciknoweval/score/best@16/std': "
"np.float64(0.04638693035505402), 'val-aux/sciknoweval/score/worst@16/mean': "
"np.float64(0.4310375000000001), 'val-aux/sciknoweval/score/worst@16/std': "
"np.float64(0.04764229560029223), 'val-aux/sciknoweval/score/maj@16/mean': "
"np.float64(0.70175), 'val-aux/sciknoweval/score/maj@16/std': "
"np.float64(0.06840959900793887), 'val-core/sciknoweval/acc/mean@16': "
"np.float64(0.6578125), 'val-aux/sciknoweval/acc/std@16': "
"np.float64(0.1791601964104201), 'val-aux/sciknoweval/acc/best@2/mean': "
"np.float64(0.72985), 'val-aux/sciknoweval/acc/best@2/std': "
"np.float64(0.14243945466552344), 'val-aux/sciknoweval/acc/worst@2/mean': "
"np.float64(0.5846375), 'val-aux/sciknoweval/acc/worst@2/std': "
"np.float64(0.16119285610681686), 'val-aux/sciknoweval/acc/maj@2/mean': "
"np.float64(0.657775), 'val-aux/sciknoweval/acc/maj@2/std': "
"np.float64(0.17855468574283387), 'val-aux/sciknoweval/acc/best@4/mean': "
"np.float64(0.7821), 'val-aux/sciknoweval/acc/best@4/std': "
"np.float64(0.09939721158640422), 'val-aux/sciknoweval/acc/worst@4/mean': "
"np.float64(0.5175124999999999), 'val-aux/sciknoweval/acc/worst@4/std': "
"np.float64(0.12756100353900784), 'val-aux/sciknoweval/acc/maj@4/mean': "
"np.float64(0.6794749999999998), 'val-aux/sciknoweval/acc/maj@4/std': "
"np.float64(0.13936384594983817), 'val-aux/sciknoweval/acc/best@8/mean': "
"np.float64(0.8189875000000001), 'val-aux/sciknoweval/acc/best@8/std': "
"np.float64(0.06830858426455963), 'val-aux/sciknoweval/acc/worst@8/mean': "
"np.float64(0.4656625), 'val-aux/sciknoweval/acc/worst@8/std': "
"np.float64(0.08893811125770881), 'val-aux/sciknoweval/acc/maj@8/mean': "
"np.float64(0.6921250000000001), 'val-aux/sciknoweval/acc/maj@8/std': "
"np.float64(0.09885195998023369), 'val-core/sciknoweval/acc/best@16/mean': "
"np.float64(0.8481500000000001), 'val-core/sciknoweval/acc/best@16/std': "
"np.float64(0.04638693035505402), 'val-aux/sciknoweval/acc/worst@16/mean': "
"np.float64(0.4310375000000001), 'val-aux/sciknoweval/acc/worst@16/std': "
"np.float64(0.04764229560029223), 'val-core/sciknoweval/acc/maj@16/mean': "
"np.float64(0.70175), 'val-core/sciknoweval/acc/maj@16/std': "
'np.float64(0.06840959900793887), '
"'val-aux/sciknoweval/incorrect_format/mean@16': np.float64(0.98125), "
"'val-aux/sciknoweval/incorrect_format/std@16': "
'np.float64(0.036863588899184146), '
"'val-aux/sciknoweval/incorrect_format/best@2/mean': "
'np.float64(0.9937625000000001), '
"'val-aux/sciknoweval/incorrect_format/best@2/std': "
'np.float64(0.018150023927969855), '
"'val-aux/sciknoweval/incorrect_format/worst@2/mean': "
'np.float64(0.9683875000000001), '
"'val-aux/sciknoweval/incorrect_format/worst@2/std': "
'np.float64(0.04360969010040857), '
"'val-aux/sciknoweval/incorrect_format/maj@2/mean': "
'np.float64(0.9808749999999999), '
"'val-aux/sciknoweval/incorrect_format/maj@2/std': "
'np.float64(0.03671858855568414), '
"'val-aux/sciknoweval/incorrect_format/best@4/mean': "
'np.float64(0.9987124999999999), '
"'val-aux/sciknoweval/incorrect_format/best@4/std': "
'np.float64(0.005042814272451763), '
"'val-aux/sciknoweval/incorrect_format/worst@4/mean': "
'np.float64(0.9510124999999998), '
"'val-aux/sciknoweval/incorrect_format/worst@4/std': "
'np.float64(0.047638230389618993), '
"'val-aux/sciknoweval/incorrect_format/maj@4/mean': np.float64(0.990175), "
"'val-aux/sciknoweval/incorrect_format/maj@4/std': "
'np.float64(0.024837100384058737), '
"'val-aux/sciknoweval/incorrect_format/best@8/mean': np.float64(0.9999375), "
"'val-aux/sciknoweval/incorrect_format/best@8/std': "
'np.float64(0.0008816709987291178), '
"'val-aux/sciknoweval/incorrect_format/worst@8/mean': np.float64(0.9298375), "
"'val-aux/sciknoweval/incorrect_format/worst@8/std': "
'np.float64(0.04533008795714807), '
"'val-aux/sciknoweval/incorrect_format/maj@8/mean': np.float64(0.9957125), "
"'val-aux/sciknoweval/incorrect_format/maj@8/std': "
'np.float64(0.013499621923874276), '
"'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(0.90865), "
"'val-aux/sciknoweval/incorrect_format/worst@16/std': "
'np.float64(0.03526981610931457), '
"'val-aux/sciknoweval/incorrect_format/maj@16/mean': "
'np.float64(0.9989250000000002), '
"'val-aux/sciknoweval/incorrect_format/maj@16/std': "
"np.float64(0.004970325714929565), '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)}')