laion/ablation-pymethods2test-seqnorm-15-8B
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Model: laion/ablation-pymethods2test-seqnorm-15-8B
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2026-08-08 06:25:19 +08:00
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job_639473,0.0,0,64,512,4,1.7188,0,0.8438,5144.3984,4651.443,5569.2364,31772,1,5404.6743,0.4629,0.0039,0.0697,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1304,-0.0,0.0,1.0,0.0,0.0,0.5469,0.4629,14.7312,52.7578,560.1469,34.7,857.9675,297.8206,0.1115,4.7518,42.0515,251.3932,293.8211,1513.4404,21.9402,251.6576,1192.9212,0,65,59,472,430,17,35,0.11864406779661017,7.0,0.11864406779661017,7.0,0.05084745762711865,3.0,0.423728813559322,25.0,,,,,6.0896,,,,,,,,,65
job_639474,0.0,0,64,512,4,0.5469,0,0.25,4862.9727,4513.1443,5350.1168,31704,1,3892.5586,0.582,0.0105,0.1354,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1296,-0.0,0.0,1.0,0.0,0.0,0.6727,0.582,12.6295,50.548,561.5298,34.6,857.9675,296.4377,0.1256,4.65,69.6756,200.9736,271.0452,4741.4969,23.1178,201.2433,4442.6837,0,65,37,296,277,13,19,,,0.40540540540540543,15.0,0.08108108108108109,3.0,0.8918918918918919,33.0,,,,,36.4673,,,,,,,,,65
job_639474,0.0,0,64,512,1,1.0,1,1.0,5066.0879,4639.2486,5299.4955,31799,1,5073.213,0.3535,0.0067,0.1205,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1309,-0.0,0.0,1.0,0.0,0.0,0.5,0.3535,12.7806,50.6748,627.205,26.9,857.9675,230.7626,0.0762,4.6149,37.9156,235.294,273.5463,605.1264,24.0294,235.5538,302.928,0,66,60,480,440,16,29,0.18333333333333332,11.0,0.15,9.0,0.13333333333333333,8.0,0.25,15.0,,,42.5487,50.8663,,,,,,,,,,66
job_639474,0.0,0,64,512,2,1.6719,0,0.9531,4734.041,5337.0905,4314.702,31845,1,3896.281,0.4102,0.0173,0.1281,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1301,-0.0,0.0,1.0,0.0,0.0,0.5156,0.4102,13.7043,50.7106,622.134,27.5,857.9675,235.8336,0.0668,4.5589,29.9015,188.6862,218.8452,1183.017,23.4914,188.8764,936.117,0,67,63,504,355,47,91,0.3333333333333333,21.0,0.1111111111111111,7.0,1.1587301587301588,73.0,0.20634920634920634,13.0,0.5555555555555556,35.0,,,,0.031746031746031744,2.0,,,,,,,67
job_639474,0.0,0,64,512,3,2.2969,0,0.9219,4292.0527,5313.4359,3989.5165,31752,1,4965.0243,0.2285,0.0361,0.1284,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1007,-0.0,0.0,1.0,0.0,0.0,0.3594,0.2285,13.7788,50.7601,620.5532,27.7,857.9675,237.4144,0.0656,4.7095,31.3857,214.771,246.5058,5067.1626,19.1151,215.0541,4796.8269,0,68,61,488,276,57,125,0.7868852459016393,48.0,0.04918032786885246,3.0,1.8524590163934427,113.0,0.18032786885245902,11.0,0.6065573770491803,37.0,0.0088,8.3963,,0.03278688524590164,2.0,,,,,0.01639344262295082,1.0,68
job_639474,0.0,0,64,512,4,2.0312,0,0.9844,2689.0547,4481.0945,2097.9143,16225,1,3499.4794,0.248,0.064,0.1772,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.078,-0.0,0.0,1.0,0.0,0.0,0.5,0.248,13.5363,50.52,618.4584,27.9,857.9675,239.5091,0.0562,2.4372,19.9013,140.6377,160.7959,2845.5649,19.1755,140.8378,2663.1483,0,69,56,448,218,54,89,2.4464285714285716,137.0,0.125,7.0,1.8392857142857142,103.0,0.07142857142857142,4.0,0.30357142857142855,17.0,,,,,,,,,,,,69
job_639474,0.0,0,64,512,3,1.8125,0,0.9531,1819.6953,3456.2381,1285.487,16720,1,2446.8912,0.2461,0.1768,0.2232,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0662,-0.0,0.0,1.0,0.0,0.0,0.5469,0.2461,13.6124,50.5903,620.05,27.7,857.9675,237.9175,0.0369,2.372,14.1649,102.8323,117.1881,2600.3087,18.8825,102.9859,2461.8638,0,70,58,464,355,32,36,1.3620689655172413,79.0,0.08620689655172414,5.0,0.39655172413793105,23.0,0.13793103448275862,8.0,0.05172413793103448,3.0,0.0078,17.8975,8.0763,,,,,,,0.017241379310344827,1.0,70
job_639474,0.0,0,64,512,3,1.4375,0,0.9219,3140.1328,3793.3929,2632.0417,31776,1,3649.7812,0.4375,0.0669,0.1491,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0942,-0.0,0.0,1.0,0.0,0.0,0.6094,0.4375,13.8658,50.8432,615.5933,28.2,857.9675,242.3742,0.0646,4.3413,26.1997,152.3269,178.7983,1848.2381,19.4477,152.5336,1645.6483,0,71,54,432,346,33,32,0.7962962962962963,43.0,0.1111111111111111,6.0,0.42592592592592593,23.0,0.2222222222222222,12.0,0.3333333333333333,18.0,,,,0.018518518518518517,1.0,,,,,0.018518518518518517,1.0,71
job_639474,0.0,0,64,512,4,1.7344,0,0.9062,3757.4688,3691.0625,3792.253,31727,1,3971.7082,0.3438,0.0297,0.0921,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1108,-0.0,0.0,1.0,0.0,0.0,0.4531,0.3438,13.8605,50.8377,617.5437,28.0,857.9675,240.4238,0.0696,4.3975,27.0854,166.2132,193.5822,3286.0053,18.9345,166.4269,3069.0865,0,72,64,512,326,56,112,0.5625,36.0,0.171875,11.0,1.421875,91.0,0.1875,12.0,0.578125,37.0,0.008,82.4332,,0.015625,1.0,,,,,0.015625,1.0,72
job_639474,0.0,0,64,512,4,1.9844,0,0.9375,3025.4746,4412.386,2628.2186,31668,1,3575.8498,0.2227,0.0329,0.1432,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0848,-0.0,0.0,1.0,0.0,0.0,0.3594,0.2227,13.8521,50.8289,615.4798,28.3,857.9675,242.4877,0.0891,4.3699,23.2891,149.6715,173.2579,2698.0374,18.0666,149.8792,2502.3368,0,73,60,480,337,49,48,1.4166666666666667,85.0,0.03333333333333333,2.0,0.6166666666666667,37.0,0.2,12.0,0.15,9.0,,,,0.016666666666666666,1.0,,,,,0.016666666666666666,1.0,73
job_639474,0.0,0,64,512,4,1.7031,0,0.9375,3082.4863,3622.4722,2871.1875,31787,1,3677.9858,0.2812,0.0609,0.1265,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0914,-0.0,0.0,1.0,0.0,0.0,0.4844,0.2812,13.8518,50.893,614.1329,28.4,857.9675,243.8346,0.0647,4.3386,23.0836,150.3708,173.7147,1731.4236,19.0162,150.566,1534.3491,0,74,60,480,414,31,29,0.5666666666666667,34.0,0.06666666666666667,4.0,0.1,6.0,0.3,18.0,0.05,3.0,0.0081,8.0639,,0.016666666666666666,1.0,,,,,0.016666666666666666,1.0,74
job_639474,0.0,0,64,512,4,1.8281,1,1.0,3949.6445,4464.3611,3450.7654,25386,1,3103.6693,0.4922,0.0245,0.1625,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1116,-0.0,0.0,1.0,0.0,0.0,0.6406,0.4922,13.816,50.7961,612.8476,28.6,857.9675,245.1199,0.0558,3.786,27.4207,148.2987,175.969,1591.7732,20.678,148.4921,1391.3251,0,75,61,488,446,18,27,0.2459016393442623,15.0,0.08196721311475409,5.0,,,0.32786885245901637,20.0,,,,,5.8565,,,,,,,0.03278688524590164,2.0,75
job_639474,0.0,0,64,512,3,2.2344,2,1.0,4071.6719,3826.4317,4208.0821,31779,1,3359.4605,0.3574,0.0041,0.1367,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.122,-0.0,0.0,1.0,0.0,0.0,0.5312,0.3574,14.0157,51.0362,611.0781,28.8,857.9675,246.8895,0.0659,4.5298,25.7335,158.3383,184.3538,1915.8699,20.5904,158.5541,1706.3756,0,76,64,512,469,18,35,0.125,8.0,0.125,8.0,0.046875,3.0,0.453125,29.0,,,0.0081,8.0145,,,,,,,,0.015625,1.0,76
job_639474,0.0,0,64,512,3,3.0,3,1.0,4338.9863,4198.9942,4409.1877,31653,1,3668.1638,0.334,-0.002,0.0705,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1292,0.0,0.0,1.0,0.0,0.0,0.4375,0.334,14.2828,51.3484,609.1068,29.0,857.9675,248.8608,0.0664,4.5496,30.742,170.001,201.0159,1171.6576,21.017,170.2071,945.0538,0,77,64,512,430,36,63,0.296875,19.0,0.640625,41.0,0.03125,2.0,0.3125,20.0,,,,,,,,,,,,,,77
job_639474,0.0,0,64,512,4,4.0,4,1.0,4903.0371,5346.2614,4811.0472,23634,1,4141.1011,0.1719,0.0046,0.11,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1267,-0.0,0.0,1.0,0.0,0.0,0.3438,0.1719,14.4365,51.4758,607.8784,29.1,857.9675,250.0891,0.0511,3.6578,32.3641,188.0312,220.6809,1996.031,19.1079,188.2653,1752.5626,0,78,93,744,701,23,38,0.043010752688172046,4.0,0.2903225806451613,27.0,,,0.08602150537634409,8.0,0.010752688172043012,1.0,0.0078,10.0346,,,,,,,,0.03225806451612903,3.0,78
job_639474,0.0,0,64,512,0,0.0,0,0.0,3705.6719,3357.3361,4578.8973,26629,1,2424.7377,0.7148,0.0124,0.095,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1105,-0.0,0.0,1.0,0.0,0.0,0.7812,0.7148,14.4194,51.4582,606.2361,29.3,857.9675,251.7314,0.0598,3.8365,25.5076,130.5443,156.312,3207.1053,20.9174,130.7441,3026.017,1,79,60,480,452,12,21,0.11666666666666667,7.0,0.1,6.0,,,0.16666666666666666,10.0,,,,,,,,,,,,0.1,6.0,79
job_639474,0.0,0,64,512,1,0.8281,0,0.8281,4801.8926,4507.3876,5101.0354,21141,1,3692.5927,0.5039,0.0145,0.122,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1225,-0.0,0.0,1.0,0.0,0.0,0.625,0.5039,14.3202,51.3997,605.6434,29.4,857.9675,252.3241,0.0464,3.3871,30.1146,181.7158,212.1128,1758.6001,22.0893,181.9515,1521.007,1,80,64,512,455,31,55,0.03125,2.0,0.078125,5.0,0.09375,6.0,0.53125,34.0,,,0.0078,11.1322,5.9826,,,,,,,0.171875,11.0,80
job_639475,0.0,0,64,512,0,0.0,0,0.0,3726.2617,3403.3817,4792.5798,19853,1,2212.5652,0.7676,-0.0047,0.0761,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1104,0.0,0.0,1.0,0.0,0.0,0.8281,0.7676,8.8246,50.3819,593.4822,30.8,857.9675,264.4853,0.125,3.2035,27.7363,124.398,152.4472,2771.6856,22.7908,124.5855,2593.2438,1,82,9,72,72,0,0,,,,,,,,,,,15.0154,24.9398,,,,,,,,,,82
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_ContextLengthExceededError batch_errors/total_ContextLengthExceededError batch_errors/avg_AgentTimeoutError batch_errors/total_AgentTimeoutError batch_errors/avg_InvalidChatHistory batch_errors/total_InvalidChatHistory batch_errors/avg_AgentSetupTimeoutError batch_errors/total_AgentSetupTimeoutError timing/cleanup_old_checkpoints timing/save_checkpoints timing/save_hf_model batch_errors/avg_DaytonaAuthenticationError batch_errors/total_DaytonaAuthenticationError batch_errors/avg_RuntimeError batch_errors/total_RuntimeError batch_errors/avg_Timeout batch_errors/total_Timeout batch_errors/avg_DaytonaError batch_errors/total_DaytonaError global_step
2 job_639470 0.0 0 64 512 0 0.0 0 0.0 4204.6133 3980.0401 4997.5752 27880 1 2753.0192 0.7793 -0.0112 0.1056 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1167 0.0 0.0 1.0 0.0 0.0 0.8438 0.7793 12.2631 50.3984 585.1565 31.8 857.9676 272.8111 0.1765 4.0466 31.755 151.813 183.9451 2948.9375 21.9869 152.0133 2738.9586 0 1 125 1000 979 14 16 0.032 4.0 0.08 10.0 0.008 1.0 0.04 5.0 0.008 1.0 1
3 job_639470 0.0 0 64 512 1 0.8125 0 0.8125 5306.6934 5657.698 4984.6105 31779 1 4492.8588 0.4785 0.0293 0.129 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1394 -0.0 0.0 1.0 0.0 0.0 0.625 0.4785 12.7607 50.6826 576.8641 32.8 857.9676 281.1035 0.0756 4.7377 39.2039 228.2368 267.76 1838.1447 22.259 228.4801 1543.3857 0 2 58 464 418 20 39 0.10344827586206896 6.0 0.1896551724137931 11.0 0.06896551724137931 4.0 0.5517241379310345 32.0 0.017241379310344827 1.0 11.9772 23.0244 2
4 job_639470 0.0 0 64 512 2 1.6406 1 1.0 5116.0566 5485.2443 4989.1181 31748 1 5080.3634 0.2559 0.0172 0.1066 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1377 -0.0 0.0 1.0 0.0 0.0 0.3594 0.2559 12.9185 50.7878 575.0807 33.0 857.9676 282.8868 0.1134 4.8467 36.4005 233.6667 270.4372 828.5581 22.9816 233.9229 530.29 0 3 63 504 481 13 20 0.031746031746031744 2.0 0.12698412698412698 8.0 0.015873015873015872 1.0 0.1746031746031746 11.0 0.015873015873015872 1.0 3
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