laion/ablation-pymethods2test-shaped-45-8B
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Model: laion/ablation-pymethods2test-shaped-45-8B
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2026-07-18 17:31:01 +08:00
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job_628825,0.0,0,64,512,3,1.4375,0,0.9531,1755.4785,2907.0659,1198.0435,17523,1,2107.3788,0.3262,0.0952,0.1792,-0.0009,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0681,-0.0567,0.0,1.0,0.0,0.0201,0.5781,0.3262,13.987,51.1837,570.8343,33.5,857.9676,287.1333,0.0622,2.5366,14.8746,96.4969,111.6174,3708.0328,17.9029,96.68,3575.969,0,62,17,136,85,15,36,0.7058823529411765,12.0,,,,,1.0,17,1.588235294117647,27.0,0.009,8.2472,0.11764705882352941,2.0,,0.058823529411764705,1.0,,,,,62
job_628826,0.0,0,64,512,3,0.3125,0,0.1562,3212.9512,3060.2589,3599.4207,25987,1,2338.6713,0.7168,0.006,0.1066,-0.0002,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0976,-0.0106,0.0,1.0,0.0,0.0154,0.8136,0.7168,10.7443,50.2974,572.7775,33.2,857.9676,285.1901,0.2346,3.8459,30.3294,122.9738,153.7887,2578.924,24.1815,123.2241,2397.1075,0,63,65,520,503,10,16,0.015384615384615385,1.0,,,0.07692307692307693,5.0,0.16923076923076924,11,,,,,,,,,,,,,,63
job_628826,0.0,0,64,512,1,0.7969,0,0.7969,4535.9375,4288.981,4934.0918,31787,1,3261.3111,0.6172,0.0105,0.0579,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1193,-0.0,0.0,1.0,0.0,0.0124,0.6562,0.6172,12.7589,50.5271,567.3896,33.9,857.9676,290.5779,0.0738,5.7156,29.8831,163.5481,193.777,2364.0615,23.8467,163.8194,2140.7174,0,64,57,456,350,33,106,0.03508771929824561,2.0,,,0.14035087719298245,8.0,1.8070175438596492,103,0.17543859649122806,10.0,13.7898,21.7901,,,,,,,,0.017543859649122806,1.0,64
job_628826,0.0,0,64,512,2,1.5625,0,0.9844,3972.8203,4672.6544,3719.6888,31688,1,4306.1245,0.2656,0.0172,0.0813,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1093,0.0,0.0,1.0,0.0,0.0106,0.4062,0.2656,12.8392,50.6329,566.724,33.9,857.9676,291.2436,0.0933,4.7412,30.4057,181.6246,212.4095,710.5469,22.8651,181.9099,470.525,0,65,58,464,417,13,34,0.22413793103448276,13.0,,,0.06896551724137931,4.0,0.6206896551724138,36,0.017241379310344827,1.0,,,,,6.9862,,,,,,,65
job_628826,0.0,0,64,512,3,1.7188,0,0.8906,4121.877,4062.4562,4190.2857,31735,1,3737.8543,0.5352,0.0191,0.1223,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1086,-0.0016,0.0,1.0,0.0,0.0189,0.6875,0.5352,12.9229,50.747,566.2948,34.0,857.9676,291.6728,0.082,4.6144,30.3875,177.256,208.0248,1419.1444,21.1494,177.5549,1185.3513,0,66,64,512,446,20,62,0.0625,4.0,,,0.09375,6.0,0.828125,53,0.03125,2.0,0.0296,7.9612,,,,,,,,0.015625,1.0,66
job_628826,0.0,0,64,512,4,1.7656,0,0.75,4548.4258,5085.392,4267.1577,31721,1,4466.4205,0.3438,0.0189,0.08,-0.0001,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.111,-0.0039,0.0,1.0,0.0,0.0106,0.4219,0.3438,13.1517,50.9762,565.8719,34.0,857.9676,292.0957,0.1053,4.6859,37.4981,207.9956,245.8996,2122.2256,28.164,208.2957,1843.4698,0,67,62,496,406,25,88,0.03225806451612903,2.0,,,0.06451612903225806,4.0,1.2580645161290323,78,0.11290322580645161,7.0,,,,,,,,,,,,67
job_628826,0.0,0,64,512,5,1.6875,0,0.9531,3900.3008,4422.9592,3576.1203,31728,1,3986.5011,0.3828,-0.0061,0.119,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1031,-0.0,0.0,1.0,0.0,0.0157,0.5,0.3828,13.1199,50.9385,564.5773,34.2,857.9676,293.3903,0.0729,4.6002,30.5859,176.2726,207.1868,1248.7385,22.7304,176.5273,1014.2161,0,68,64,512,456,17,53,0.046875,3.0,,,0.046875,3.0,0.734375,47,0.046875,3.0,0.0101,8.9855,,,,,,,,,,68
job_628826,0.0,0,64,512,3,1.6562,0,0.8906,3996.1523,3658.4788,4284.8877,31658,1,3365.4959,0.4609,0.0031,0.0935,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1101,-0.0,0.0,1.0,0.0,0.0154,0.5469,0.4609,13.989,51.1971,563.4398,34.3,857.9676,294.5278,0.0907,4.7091,25.5046,155.0343,180.9023,1332.3415,27.9054,155.3066,1118.8162,0,69,61,488,429,18,59,,,,,0.09836065573770492,6.0,0.9344262295081968,57,0.01639344262295082,1.0,,,,,,,,,,,,69
job_628826,0.0,0,64,512,3,1.5625,0,0.8594,3865.9531,3843.2096,3884.3569,31729,1,3913.163,0.4473,-0.0107,0.0938,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.103,0.0,0.0,1.0,0.0,0.0162,0.5469,0.4473,14.0488,51.2578,563.1133,34.4,857.9676,294.8543,0.0701,4.7381,27.9634,163.6438,191.9411,1573.6054,24.5297,163.9072,1352.3918,0,70,59,472,407,16,61,0.06779661016949153,4.0,,,0.03389830508474576,2.0,1.0677966101694916,63,0.03389830508474576,2.0,0.0091,8.8785,,,6.6827,,,,,,,70
job_628826,0.0,0,64,512,4,1.5469,0,0.9375,4000.8145,4048.4398,3958.4613,19932,1,3429.9239,0.4707,-0.0016,0.1175,-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,-0.0,0.0,1.0,0.0,0.0159,0.625,0.4707,13.827,51.1002,562.6223,34.4,857.9676,295.3453,0.0691,3.1795,25.4564,156.8136,182.6179,1325.101,24.226,157.0917,1115.0701,0,71,63,504,424,21,77,0.047619047619047616,3.0,,,0.031746031746031744,2.0,1.1746031746031746,74,0.015873015873015872,1.0,,,,,,,,,,,,71
job_628826,0.0,0,64,512,4,1.625,0,0.9062,3909.4648,3903.1875,3913.2312,21731,1,3487.2979,0.375,0.0049,0.1063,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1072,0.0,0.0,1.0,0.0,0.0127,0.4688,0.375,13.9503,51.2075,561.9954,34.5,857.9676,295.9722,0.0666,3.4426,27.267,163.5783,191.2401,1530.8972,24.8288,163.9058,1311.3809,0,72,61,488,392,26,96,,,,,0.03278688524590164,2.0,1.540983606557377,94,,,0.0082,8.5919,,,,,,,,,,72
job_628826,0.0,0,64,512,3,1.4531,0,0.8438,3892.7324,4250.0823,3598.968,31727,1,4215.9467,0.4512,-0.0032,0.054,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0979,0.0,0.0,1.0,0.0,0.016,0.5312,0.4512,14.2002,51.4395,562.7875,34.4,857.9676,295.1801,0.0663,4.6386,28.847,179.0119,208.2091,1586.4309,22.6523,179.2954,1350.9267,0,73,62,496,444,20,51,0.03225806451612903,2.0,,,0.04838709677419355,3.0,0.7741935483870968,48,0.0967741935483871,6.0,,,,,,,,,,,,73
job_628826,0.0,0,64,512,4,1.625,0,0.8281,4627.0781,4912.5607,4422.0671,31779,1,4396.9421,0.418,-0.0113,0.1153,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1037,0.0,0.0,1.0,0.0,0.0163,0.5469,0.418,14.2074,51.4462,562.0214,34.5,857.9676,295.9462,0.0676,4.8121,34.6294,197.6062,232.6055,1485.3391,22.7112,197.9081,1225.2061,0,74,61,488,400,21,69,0.36065573770491804,22.0,,,0.01639344262295082,1.0,1.0819672131147542,66,0.01639344262295082,1.0,0.0101,8.716,,,,,,,,,,74
job_628826,0.0,0,64,512,3,1.8594,1,1.0,3627.1289,3950.0,3361.7082,24803,1,3212.1194,0.4512,0.0103,0.0629,-0.0001,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1013,-0.0061,0.0,1.0,0.0,0.0148,0.5156,0.4512,14.2832,51.4595,562.0718,34.5,857.9676,295.8958,0.0741,3.8123,25.7174,144.2323,170.2738,1332.0754,26.5799,144.4819,1131.3878,0,75,60,480,401,23,79,,,,,0.06666666666666667,4.0,1.35,81,0.05,3.0,,,,,7.0029,,,,,,,75
job_628826,0.0,0,64,512,3,2.3438,2,1.0,3952.7734,4178.1104,3855.8408,31737,1,3643.2581,0.3008,-0.0053,0.1026,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0974,0.0,0.0,1.0,0.0,0.0257,0.4062,0.3008,14.4194,51.6903,561.2421,34.6,857.9676,296.7255,0.082,4.6294,28.9629,162.0516,191.402,1875.4162,24.6133,162.3568,1654.7496,0,76,61,488,410,21,77,0.01639344262295082,1.0,,,0.03278688524590164,2.0,1.4098360655737705,86,0.01639344262295082,1.0,0.0086,8.2613,,,,,,,,,,76
job_628826,0.0,0,64,512,3,3.0,3,1.0,3720.1211,3738.1695,3710.5851,31683,1,3286.5665,0.3457,0.0014,0.0701,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1044,-0.0,0.0,1.0,0.0,0.0163,0.4219,0.3457,14.4559,51.6895,560.5397,34.7,857.9676,297.4279,0.0904,4.6185,24.9949,150.9842,176.3639,1368.0435,24.1864,151.2781,1162.8469,0,77,63,504,382,33,113,0.14285714285714285,9.0,,,0.14285714285714285,9.0,1.619047619047619,102,0.031746031746031744,2.0,,,,,,,,,,,,77
job_628826,0.0,0,64,512,4,4.0,4,1.0,3750.1133,3737.0709,3755.0701,31752,1,3546.4326,0.2754,0.0005,0.0538,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0972,-0.0,0.0,1.0,0.0,0.0103,0.3594,0.2754,14.777,52.0029,559.1461,34.8,857.9676,298.8215,0.0904,4.5998,26.0086,154.5381,180.9664,1663.0565,20.6241,154.8668,1456.8378,0,78,96,768,677,28,87,0.041666666666666664,4.0,,,0.23958333333333334,23.0,0.7083333333333334,68,0.03125,3.0,0.0084,8.9896,,,,,,,,,,78
job_628826,0.0,0,64,512,0,0.0,0,0.0,3445.207,3148.4329,4447.1368,16283,1246,2094.0951,0.7715,-0.0007,0.0106,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0922,0.0,0.0,1.0,0.0,0.008,0.7812,0.7715,14.3432,51.7614,559.8598,34.7,857.9676,298.1078,0.0389,2.652,23.5649,113.9723,137.7901,3065.3214,22.3426,114.1859,2902.5137,1,79,69,552,295,54,198,0.43478260869565216,30.0,,,0.08695652173913043,6.0,0.34782608695652173,24,2.4347826086956523,168.0,,,0.5072463768115942,35.0,,,,,,,,79
job_628826,0.0,0,64,512,1,0.7812,0,0.7812,2892.1074,4823.0845,2151.0297,31540,1,3993.9597,0.2773,0.0169,0.1069,-0.0001,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0661,-0.0053,0.0,1.0,0.0,0.0132,0.4375,0.2773,14.7557,52.215,560.3083,34.7,857.9676,297.6592,0.0847,4.3929,23.704,158.7652,182.8215,3331.0036,18.6838,159.0324,3125.1035,1,80,16,128,86,14,21,0.8125,13.0,,,0.0625,1.0,0.3125,5,0.9375,15.0,0.0078,29.8329,0.4375,7.0,7.9827,0.0625,1.0,,,,,80
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_VerifierTimeoutError batch_errors/total_VerifierTimeoutError batch_errors/avg_RuntimeError batch_errors/total_RuntimeError batch_errors/avg_ContextLengthExceededError batch_errors/total_ContextLengthExceededError batch_errors/avg_InvalidChatHistory batch_errors/total_InvalidChatHistory batch_errors/avg_AgentTimeoutError batch_errors/total_AgentTimeoutError timing/cleanup_old_checkpoints timing/save_checkpoints batch_errors/avg_AgentSetupTimeoutError batch_errors/total_AgentSetupTimeoutError timing/save_hf_model batch_errors/avg_DaytonaAuthenticationError batch_errors/total_DaytonaAuthenticationError batch_errors/avg_DaytonaNotFoundError batch_errors/total_DaytonaNotFoundError batch_errors/avg_DaytonaError batch_errors/total_DaytonaError global_step
2 job_628823 0.0 0 64 512 0 0.0 0 0.0 4241.7871 4075.3858 4797.3983 23591 1316 2862.5754 0.7695 -0.0052 0.0794 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 0.1166 0.0 0.0 1.0 0.0 0.011 0.8281 0.7695 9.7812 50.2029 557.7402 35.0 857.9676 300.2274 0.1582 3.54 30.8444 153.8172 185.0373 3057.5532 21.5959 154.0342 2847.3797 0 1 122 976 943 19 22 0.05737704918032787 7.0 0.03278688524590164 4.0 0.09016393442622951 11.0 0.09836065573770492 12 0.01639344262295082 2.0 1
3 job_628823 0.0 0 64 512 1 0.7969 0 0.7969 5136.0195 4962.6652 5267.6735 31834 1 4862.5801 0.4316 0.0011 0.134 -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 0.131 -0.004 0.0 1.0 0.0 0.0187 0.5781 0.4316 12.7484 50.6157 552.2059 35.6 857.9676 305.7617 0.0781 4.6459 40.502 231.1003 271.9977 1974.5752 23.421 231.4172 1674.5086 0 2 57 456 406 20 41 0.03508771929824561 2.0 0.14035087719298245 8.0 0.40350877192982454 23.0 0.3684210526315789 21 0.03508771929824561 2.0 15.355 26.7429 2
4 job_628823 0.0 0 64 512 2 1.7656 0 0.9844 5346.2324 5970.6364 5049.3256 31778 1 5290.9126 0.3223 0.0173 0.1254 -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 0.135 -0.0022 0.0 1.0 0.0 0.0189 0.4375 0.3223 13.0774 50.9789 551.3358 35.7 857.9676 306.6318 0.0773 4.8038 38.0803 249.186 287.5805 764.5942 23.4573 249.4225 448.7478 0 3 63 504 479 12 20 0.015873015873015872 1.0 0.06349206349206349 4.0 0.031746031746031744 2.0 0.23809523809523808 15 0.047619047619047616 3.0 3
5 job_628823 0.0 0 64 512 3 1.7188 0 0.8281 4813.1621 4440.1283 5107.9371 31784 1 3944.3059 0.4414 -0.0041 0.0914 -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 0.132 -0.0011 0.0 1.0 0.0 0.0155 0.5625 0.4414 13.3076 51.1494 551.3209 35.7 857.9676 306.6467 0.0928 4.6191 33.0654 189.1437 222.5601 1688.5406 24.6375 189.4014 1436.7179 0 4 62 496 477 10 13 0.03225806451612903 2.0 0.08064516129032258 5.0 0.04838709677419355 3.0 0.16129032258064516 10 0.016129032258064516 1.0 0.0097 12.4636 0.016129032258064516 1.0 4
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22 job_628823 0.0 0 64 512 4 1.875 0 0.9219 4842.0918 4761.3186 4905.9196 31794 1 4212.6536 0.4414 0.0036 0.1383 -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 0.1256 -0.0013 0.0 1.0 0.0 0.0203 0.5781 0.4414 16.4531 52.6938 538.5048 37.2 857.9676 319.4628 0.0643 4.6969 34.2897 194.8264 229.4509 1850.931 22.0367 195.0966 1594.7419 0 21 65 520 474 20 46 0.09230769230769231 6.0 0.6153846153846154 40 21
23 job_628823 0.0 0 64 512 3 1.4688 0 0.8281 4904.0176 4757.8386 5016.8131 31774 1 5193.9333 0.4355 0.0091 0.0904 -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 0.1243 -0.0 0.0 1.0 0.0 0.0108 0.5156 0.4355 16.7661 53.0065 538.0942 37.3 857.9676 319.8734 0.0718 4.7325 38.9414 247.2972 286.6118 1397.2504 25.3533 247.5984 1080.5473 0 22 64 512 461 16 49 0.015625 1.0 0.109375 7.0 0.609375 39 0.046875 3.0 0.0087 10.301 0.015625 1.0 22
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