laion/ablation-pymethods2test-seqmean-arm0-30-8B
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Model: laion/ablation-pymethods2test-seqmean-arm0-30-8B
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2026-07-18 18:02:02 +08:00
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job_630130,0.0,0,64,512,3,1.5938,0,0.8906,4687.6602,4780.5265,4614.2762,31720,1,3991.8123,0.4414,0.0147,0.1094,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1043,-0.0031,0.0,1.0,0.0,0.0126,0.5625,0.4414,14.1397,52.1146,567.5696,33.8,857.9675,290.3979,0.0726,4.6609,30.5811,185.1371,216.0168,1571.263,21.9126,185.3626,1328.6676,0,67,58,464,422,16,42,,,,,0.034482758620689655,2.0,0.6896551724137931,40,0.08620689655172414,5.0,,,,,,,,,,67
job_630130,0.0,0,64,512,4,1.5469,0,0.8281,4902.5645,4448.6776,5228.5101,31770,1,4445.7836,0.418,-0.0081,0.0909,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1147,-0.0,0.0,1.0,0.0,0.0128,0.5312,0.418,14.1629,52.2518,569.6768,33.6,857.9675,288.2908,0.0962,4.7131,33.8447,209.0269,243.2635,1442.218,21.5536,209.322,1172.6792,0,68,64,512,471,16,37,,,0.046875,3.0,0.046875,3.0,0.46875,30,0.0625,4.0,0.0082,8.6812,,,,0.015625,1.0,,,68
job_630130,0.0,0,64,512,4,1.7344,0,0.875,4912.1777,4638.6631,5239.691,31749,1,4027.0232,0.5449,0.0247,0.126,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1083,-0.002,0.0,1.0,0.0,0.0111,0.6562,0.5449,14.5627,52.6307,568.1539,33.8,857.9675,289.8137,0.0922,4.7384,33.01,189.5539,222.8763,1413.2169,23.2675,189.7737,1162.3272,0,69,62,496,442,18,54,,,,,0.03225806451612903,2.0,0.8387096774193549,52,,,,,,,,,,,,69
job_630130,0.0,0,64,512,3,1.9219,0,0.9062,4989.8223,4749.7429,5156.7649,31793,1,4613.5261,0.4102,-0.0096,0.0915,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1134,-0.0,0.0,1.0,0.0,0.0151,0.5312,0.4102,14.5696,52.6356,567.6034,33.8,857.9675,290.3641,0.0859,4.6794,34.9319,213.77,248.9891,1779.8183,22.218,213.9708,1503.9267,0,70,62,496,433,16,61,,,0.03225806451612903,2.0,0.12903225806451613,8.0,0.8387096774193549,52,0.03225806451612903,2.0,0.0081,8.4344,5.9241,,,,,,,70
job_661735,0.0,0,64,512,3,0.3281,0,0.2188,4521.9473,4333.5193,4758.5198,31663,1,3365.2785,0.5566,0.0074,0.094,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0996,-0.0,0.0,1.0,0.0,0.0131,0.5965,0.5566,12.5978,50.5919,579.345,32.5,857.9676,278.6226,0.1569,4.5133,32.1738,167.8055,200.36,3675.9345,21.9439,168.0287,3449.1169,0,71,58,464,375,29,88,,,0.017241379310344827,1.0,,,1.4137931034482758,82,0.20689655172413793,12.0,,,,,,,,,,71
job_661735,0.0,0,64,512,1,0.9375,0,0.9375,5361.2598,5767.993,5205.1622,31699,1,5207.4533,0.2773,-0.013,0.1323,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1151,0.0,0.0,1.0,0.0,0.017,0.4219,0.2773,12.8662,50.7994,576.8029,32.8,857.9676,281.1647,0.0648,4.6437,37.3367,229.2593,266.8776,1642.3033,25.4393,229.4755,1345.3366,0,72,56,448,364,24,80,,,0.07142857142857142,4.0,0.16071428571428573,9.0,1.3392857142857142,75,0.16071428571428573,9.0,11.424,21.2849,,0.05357142857142857,3.0,,,,,72
job_661735,0.0,0,64,512,2,1.6406,1,1.0,4303.7402,4841.9941,4036.1871,31778,1,4623.5614,0.332,0.0023,0.0825,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0977,0.0,0.0,1.0,0.0,0.0095,0.4062,0.332,13.201,51.0858,576.4416,32.8,857.9676,281.526,0.0649,4.6475,32.7604,195.3408,228.4104,875.421,23.4598,195.5846,618.8995,0,73,63,504,471,12,33,,,,,0.047619047619047616,3.0,0.47619047619047616,30,0.07936507936507936,5.0,,,,,,,,,,73
job_661735,0.0,0,64,512,3,1.6406,0,0.8906,5242.7773,4926.2055,5552.0154,31761,1,4678.9952,0.4941,0.0138,0.1243,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1009,-0.0,0.0,1.0,0.0,0.0145,0.5938,0.4941,13.4431,51.3293,575.8802,32.9,857.9676,282.0874,0.062,4.6498,37.0456,231.3918,268.7201,1733.9771,23.6881,231.6122,1436.9161,0,74,59,472,401,23,56,,,0.2542372881355932,15.0,0.03389830508474576,2.0,0.847457627118644,50,0.1864406779661017,11.0,0.007,10.013,,0.05084745762711865,3.0,,,,,74
job_661735,0.0,0,64,512,4,1.9844,1,1.0,4678.0137,4390.89,4862.0673,31720,1,4446.3943,0.3906,-0.0162,0.1412,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1014,-0.002,0.0,1.0,0.0,0.0143,0.5625,0.3906,13.5915,51.5202,575.6154,32.9,857.9676,282.3522,0.0636,4.5241,34.8828,208.4871,243.6766,1567.8023,22.6625,208.7299,1296.9223,0,75,61,488,422,25,66,,,,,0.06557377049180328,4.0,0.7704918032786885,47,0.21311475409836064,13.0,,,6.424,0.09836065573770492,6.0,,,,,75
job_661735,0.0,0,64,512,4,2.4219,2,1.0,4572.6895,4582.679,4568.0657,31799,1,4302.6602,0.3164,-0.0023,0.112,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.103,0.0,0.0,1.0,0.0,0.0129,0.4531,0.3164,13.6858,51.5748,574.5665,33.0,857.9676,283.4011,0.0663,4.6913,30.5968,200.2044,231.0996,1415.5476,24.2091,200.4362,1155.5266,0,76,61,488,415,22,64,,,0.14754098360655737,9.0,0.04918032786885246,3.0,0.7868852459016393,48,0.21311475409836064,13.0,0.0074,9.8798,,0.11475409836065574,7.0,,,,,76
job_661735,0.0,0,64,512,4,3.0312,3,1.0,4597.7812,4086.6667,4944.6689,31759,1,4559.7375,0.4043,0.0013,0.0431,-0.0001,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0996,-0.0033,0.0,1.0,0.0,0.0068,0.4688,0.4043,14.3994,51.5634,573.7055,33.1,857.9676,284.2621,0.0642,4.5039,32.7244,196.2376,229.2847,1161.9454,21.4738,196.4958,906.6629,0,77,63,504,414,32,86,,,0.15873015873015872,10.0,,,0.8095238095238095,51,0.4603174603174603,29.0,,,,0.09523809523809523,6.0,0.015873015873015872,1.0,,,77
job_661735,0.0,0,64,512,4,4.0,4,1.0,5291.9141,6195.0086,5027.3712,28898,1,4117.8095,0.2266,0.0072,0.1052,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1143,0.0,0.0,1.0,0.0,0.0105,0.375,0.2266,14.2961,51.5109,573.1121,33.2,857.9676,284.8555,0.1485,4.4428,33.4904,188.476,222.3217,1837.7946,17.1266,188.6825,1593.8676,0,78,67,536,466,24,64,,,0.08955223880597014,6.0,0.029850746268656716,2.0,0.6567164179104478,44,0.23880597014925373,16.0,0.0588,10.9374,,0.029850746268656716,2.0,,,,,78
1 log_file async/discard_rate async/discarded_count async/effective_batch_groups async/effective_batch_samples async/staleness_max async/staleness_mean async/staleness_min async/staleness_ratio generate/avg_num_tokens generate/avg_tokens_non_zero_rewards generate/avg_tokens_zero_rewards generate/max_num_tokens generate/min_num_tokens generate/std_num_tokens loss/avg_final_rewards loss/avg_raw_advantages loss/avg_raw_advantages_abs policy/final_loss policy/log_ratio_abs_max policy/log_ratio_abs_mean policy/log_ratio_abs_p99 policy/log_ratio_abs_pos00 policy/log_ratio_abs_pos10 policy/log_ratio_abs_pos20 policy/log_ratio_abs_pos30 policy/log_ratio_abs_pos40 policy/log_ratio_abs_pos50 policy/log_ratio_abs_pos60 policy/log_ratio_abs_pos70 policy/log_ratio_abs_pos80 policy/log_ratio_abs_pos90 policy/n_tokens_dp_gt_10pct policy/n_tokens_dp_gt_1pct policy/n_tokens_dp_gt_50pct policy/policy_entropy policy/policy_loss policy/policy_lr policy/policy_update_steps policy/ppo_clip_ratio policy/raw_grad_norm reward/avg_pass_at_8 reward/avg_raw_reward system/process_rss_gb system/process_vms_gb system/ram_available_gb system/ram_percent system/ram_total_gb system/ram_used_gb timing/compute_advantages_and_returns timing/convert_to_training_input timing/fwd_logprobs_values_reward timing/policy_train timing/run_training timing/step timing/sync_weights timing/train_critic_and_policy timing/wait_for_generation_buffer trainer/epoch trainer/global_step batch_errors/total_batches batch_errors/total_instances batch_errors/total_successful batch_errors/total_failed batch_errors/total_masked batch_errors/avg_RuntimeError batch_errors/total_RuntimeError batch_errors/avg_VerifierTimeoutError batch_errors/total_VerifierTimeoutError batch_errors/avg_AgentTimeoutError batch_errors/total_AgentTimeoutError batch_errors/avg_InvalidChatHistory batch_errors/total_InvalidChatHistory batch_errors/avg_ContextLengthExceededError batch_errors/total_ContextLengthExceededError timing/cleanup_old_checkpoints timing/save_checkpoints timing/save_hf_model batch_errors/avg_DaytonaError batch_errors/total_DaytonaError batch_errors/avg_AgentSetupTimeoutError batch_errors/total_AgentSetupTimeoutError batch_errors/avg_DaytonaAuthenticationError batch_errors/total_DaytonaAuthenticationError global_step
2 job_630124 0.0 0 64 512 0 0.0 0 0.0 4169.1133 3891.7792 5095.1271 29264 1263 2914.3086 0.7695 -0.0069 0.0744 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1189 0.0 0.0 1.0 0.0 0.0105 0.8125 0.7695 11.6896 50.3563 578.7643 32.5 857.9675 279.2032 0.1941 4.3043 30.7211 146.6405 177.747 3371.9765 22.9409 146.8314 3166.9842 0 1 119 952 918 22 26 0.04201680672268908 5.0 0.025210084033613446 3.0 0.008403361344537815 1.0 0.10084033613445378 12 0.14285714285714285 17.0 1
3 job_630124 0.0 0 64 512 1 0.8594 0 0.8594 5688.084 5824.2419 5589.5185 31885 1 5477.7731 0.4199 0.0464 0.1255 -0.0001 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1361 -0.005 0.0 1.0 0.0 0.0161 0.5781 0.4199 12.6834 50.5541 574.2212 33.1 857.9675 283.7463 0.0641 4.8042 39.1437 260.9703 300.4542 1718.0337 24.4369 261.2461 1388.3356 0 2 63 504 454 24 37 0.15873015873015872 10.0 0.047619047619047616 3.0 0.06349206349206349 4.0 0.36507936507936506 23 0.15873015873015872 10.0 14.2681 24.8089 2
4 job_630124 0.0 0 64 512 2 1.5625 0 0.9375 5287.3867 5200.8475 5333.1104 31817 1 5758.917 0.3457 0.0073 0.0951 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1283 -0.0021 0.0 1.0 0.0 0.0171 0.4688 0.3457 12.9334 50.6717 572.7552 33.2 857.9675 285.2123 0.1003 4.7883 38.0045 267.5741 305.9524 1220.661 24.4652 267.8472 885.4504 0 3 62 496 468 14 23 0.08064516129032258 5.0 0.3064516129032258 19 0.0967741935483871 6.0 3
5 job_630124 0.0 0 64 512 3 1.8438 0 0.875 5684.4512 4907.0708 6233.8 31815 1 5008.2154 0.4141 -0.0061 0.0833 -0.0001 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1411 -0.004 0.0 1.0 0.0 0.0121 0.4844 0.4141 13.7453 50.795 563.5295 34.3 857.9675 294.438 0.0673 4.9105 37.4051 234.7096 272.4655 1357.8902 20.825 234.9927 1059.6856 0 4 62 496 451 21 36 0.0967741935483871 6.0 0.04838709677419355 3.0 0.3709677419354839 23 0.22580645161290322 14.0 0.008 12.7181 4
6 job_630124 0.0 0 64 512 4 1.875 0 0.9219 5039.3906 5546.9962 4499.0363 31714 1 4334.7369 0.5156 0.0318 0.1173 -0.0001 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1279 -0.0036 0.0 1.0 0.0 0.0141 0.625 0.5156 13.8122 50.8325 562.6003 34.4 857.9675 295.3672 0.0989 4.6928 39.1023 199.9551 239.4905 1224.4331 24.7234 200.2888 955.52 0 5 62 496 449 22 32 0.11290322580645161 7.0 0.12903225806451613 8.0 0.3387096774193548 21 0.1935483870967742 12.0 8.2216 5
7 job_630124 0.0 0 64 512 4 2.1719 0 0.9375 5591.9941 5830.8641 5431.1863 31798 1 4994.2618 0.4023 0.0066 0.0843 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1286 -0.0004 0.0 1.0 0.0 0.0111 0.4844 0.4023 13.8712 50.9265 561.6264 34.5 857.9675 296.3411 0.0653 4.9236 37.4489 233.3771 271.219 1281.0159 22.6774 233.7045 982.1918 0 6 62 496 435 23 51 0.12903225806451613 8.0 0.03225806451612903 2.0 0.04838709677419355 3.0 0.5161290322580645 32 0.25806451612903225 16.0 0.0067 13.924 0.016129032258064516 1.0 6
8 job_630124 0.0 0 64 512 4 2.1094 0 0.9062 4851.3477 5205.5652 4562.4468 31817 1 4336.985 0.4492 0.0059 0.0777 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1271 -0.0014 0.0 1.0 0.0 0.0139 0.5469 0.4492 13.9109 50.9409 561.0771 34.6 857.9675 296.8904 0.0644 4.6898 33.9517 197.6421 231.9494 1559.2848 23.4677 197.9329 1299.1744 0 7 63 504 457 15 42 0.07936507936507936 5.0 0.031746031746031744 2.0 0.5555555555555556 35 0.07936507936507936 5.0 7
9 job_630124 0.0 0 64 512 4 2.1094 0 0.9219 5596.0137 5715.5123 5487.2164 31840 1 5416.4656 0.4766 0.0199 0.145 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1283 0.0 0.0 1.0 0.0 0.0136 0.625 0.4766 13.9023 50.9439 561.6647 34.5 857.9675 296.3028 0.0672 4.797 43.3436 268.6347 312.3633 1610.273 22.6954 268.9523 1270.4134 0 8 62 496 457 18 38 0.016129032258064516 1.0 0.4032258064516129 25 0.20967741935483872 13.0 0.0071 12.1975 0.016129032258064516 1.0 8
10 job_630124 0.0 0 64 512 4 1.9844 0 0.9531 5326.7715 5167.9342 5454.2887 31758 1 4691.8758 0.4453 0.0119 0.0971 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1268 0.0 0.0 1.0 0.0 0.0137 0.5469 0.4453 13.8936 50.9354 559.6754 34.8 857.9675 298.2921 0.0782 4.7117 38.0949 222.0535 260.5136 1321.2856 23.5801 222.3401 1032.476 0 9 61 488 449 18 38 0.01639344262295082 1.0 0.03278688524590164 2.0 0.4426229508196721 27 0.22950819672131148 14.0 9
11 job_630124 0.0 0 64 512 3 1.8906 0 0.9062 4968.5547 4853.8377 5036.8131 31768 1 4721.9898 0.373 0.0139 0.118 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1359 0.0 0.0 1.0 0.0 0.0144 0.5312 0.373 13.9257 51.0073 560.3441 34.7 857.9675 297.6235 0.0714 4.8344 33.5456 220.0195 253.8928 1294.919 24.3901 220.2753 1011.7949 0 10 62 496 442 18 46 0.12903225806451613 8.0 0.016129032258064516 1.0 0.6451612903225806 40 0.12903225806451613 8.0 0.0084 14.0711 8.8277 10
12 job_630124 0.0 0 64 512 4 1.7812 0 0.9219 4462.5332 4532.996 4394.2385 31762 1 4298.9711 0.4922 0.0008 0.1662 -0.0001 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1254 -0.0056 0.0 1.0 0.0 0.0183 0.6562 0.4922 14.0333 51.1276 559.0244 34.8 857.9675 298.9431 0.0938 4.6549 32.2602 198.6454 231.2913 1475.0347 24.5599 198.9368 1214.5237 0 11 64 512 471 16 33 0.125 8.0 0.046875 3.0 0.328125 21 0.140625 9.0 11
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