khazic's picture
Add files using upload-large-folder tool
c8c90ae verified
Raw
History Blame Contribute Delete
65.7 kB
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.04789272030651341,
"eval_steps": 500,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 256.0,
"completions/max_terminated_length": 256.0,
"completions/mean_length": 251.94140625,
"completions/mean_terminated_length": 251.94140625,
"completions/min_length": 165.0,
"completions/min_terminated_length": 165.0,
"entropy": 1.8460286458333333,
"epoch": 0.0004789272030651341,
"fork/depth_mean": 0.715498149394989,
"fork/depth_std": 0.24286088347434998,
"fork_head/loss": 2.829284906387329,
"fork_head/num_positive": 6.0,
"fork_head/pred_top1_mass": 0.006579761393368244,
"frac_reward_zero_std": 0.59375,
"grad_norm": 5.722615718841553,
"learning_rate": 3e-06,
"loss": 0.7092,
"num_tokens": 220466.0,
"reward": 0.4437796473503113,
"reward_std": 0.4658518433570862,
"rewards/code_format_reward/mean": 0.22265625,
"rewards/code_format_reward/std": 0.4020913541316986,
"rewards/code_reward/mean": 0.22112339735031128,
"rewards/code_reward/std": 0.30220580101013184,
"step": 1,
"step_time": 455.6584514901042
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.4259259237183466,
"epoch": 0.0009578544061302681,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.14364464581012726,
"learning_rate": 3e-06,
"loss": -0.0042,
"step": 2,
"step_time": 9.726059943437576
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.8463541666666667,
"epoch": 0.0014367816091954023,
"fork_head/loss": 2.6864945888519287,
"fork_head/num_positive": 6.0,
"fork_head/pred_top1_mass": 0.020550303161144257,
"grad_norm": 5.33871603012085,
"learning_rate": 3e-06,
"loss": 0.675,
"step": 3,
"step_time": 6.980820283293724
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.4289279513888888,
"epoch": 0.0019157088122605363,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.13988333940505981,
"learning_rate": 3e-06,
"loss": -0.0054,
"step": 4,
"step_time": 7.808648154139519
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.8598090277777777,
"epoch": 0.0023946360153256703,
"fork_head/loss": 2.330185890197754,
"fork_head/num_positive": 6.0,
"fork_head/pred_top1_mass": 0.34331420063972473,
"grad_norm": 4.0790276527404785,
"learning_rate": 3e-06,
"loss": 0.5924,
"step": 5,
"step_time": 8.139731802046299
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.423828125,
"epoch": 0.0028735632183908046,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.156802237033844,
"learning_rate": 3e-06,
"loss": -0.0055,
"step": 6,
"step_time": 7.0433134958148
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.8321397569444444,
"epoch": 0.003352490421455939,
"fork_head/loss": 1.8361632823944092,
"fork_head/num_positive": 6.0,
"fork_head/pred_top1_mass": 0.34430134296417236,
"grad_norm": 1.45439875125885,
"learning_rate": 3e-06,
"loss": 0.4861,
"step": 7,
"step_time": 8.519813820719719
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.4141348401705425,
"epoch": 0.0038314176245210726,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.12923823297023773,
"learning_rate": 3e-06,
"loss": -0.0051,
"step": 8,
"step_time": 7.293802157044411
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.001953125,
"completions/max_length": 256.0,
"completions/max_terminated_length": 256.0,
"completions/mean_length": 248.427734375,
"completions/mean_terminated_length": 248.4129180908203,
"completions/min_length": 94.0,
"completions/min_terminated_length": 94.0,
"entropy": 1.2770898302396139,
"epoch": 0.004310344827586207,
"fork/depth_mean": 0.44066473841667175,
"fork/depth_std": 0.2581905424594879,
"fork_head/loss": 2.753633737564087,
"fork_head/num_positive": 8.366666793823242,
"fork_head/pred_top1_mass": 0.07240662723779678,
"frac_reward_zero_std": 0.0625,
"grad_norm": 1.4421236515045166,
"learning_rate": 3e-06,
"loss": 0.6937,
"num_tokens": 446333.0,
"reward": 0.42859503626823425,
"reward_std": 0.5597556233406067,
"rewards/code_format_reward/mean": 0.2841796875,
"rewards/code_format_reward/std": 0.4343424141407013,
"rewards/code_reward/mean": 0.14441536366939545,
"rewards/code_reward/std": 0.29635319113731384,
"step": 9,
"step_time": 710.4428443983197
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.742008239030838,
"epoch": 0.004789272030651341,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.26099786162376404,
"learning_rate": 3e-06,
"loss": -0.0155,
"step": 10,
"step_time": 9.12552060931921
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.2774522423744201,
"epoch": 0.005268199233716475,
"fork_head/loss": 2.712696075439453,
"fork_head/num_positive": 8.366666793823242,
"fork_head/pred_top1_mass": 0.07952509075403214,
"grad_norm": 1.3114644289016724,
"learning_rate": 3e-06,
"loss": 0.685,
"step": 11,
"step_time": 9.270118854939938
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.7354290187358856,
"epoch": 0.005747126436781609,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.23080012202262878,
"learning_rate": 3e-06,
"loss": -0.0157,
"step": 12,
"step_time": 8.311069034039974
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.2852387269337973,
"epoch": 0.006226053639846743,
"fork_head/loss": 2.6701886653900146,
"fork_head/num_positive": 8.366666793823242,
"fork_head/pred_top1_mass": 0.09189368784427643,
"grad_norm": 1.1719558238983154,
"learning_rate": 3e-06,
"loss": 0.674,
"step": 13,
"step_time": 8.67317271977663
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.7420381605625153,
"epoch": 0.006704980842911878,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.18211869895458221,
"learning_rate": 3e-06,
"loss": -0.0157,
"step": 14,
"step_time": 8.545758605003357
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.2812564969062805,
"epoch": 0.007183908045977011,
"fork_head/loss": 2.6094284057617188,
"fork_head/num_positive": 8.366666793823242,
"fork_head/pred_top1_mass": 0.15050630271434784,
"grad_norm": 1.00422203540802,
"learning_rate": 3e-06,
"loss": 0.6579,
"step": 15,
"step_time": 8.295676939189434
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.743624433875084,
"epoch": 0.007662835249042145,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.19789303839206696,
"learning_rate": 3e-06,
"loss": -0.0162,
"step": 16,
"step_time": 8.634957537055016
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.005859375,
"completions/max_length": 256.0,
"completions/max_terminated_length": 256.0,
"completions/mean_length": 250.794921875,
"completions/mean_terminated_length": 250.76425170898438,
"completions/min_length": 152.0,
"completions/min_terminated_length": 152.0,
"entropy": 1.7393534295260906,
"epoch": 0.008141762452107279,
"fork/depth_mean": 0.2582264840602875,
"fork/depth_std": 0.17530721426010132,
"fork_head/loss": 2.718217134475708,
"fork_head/num_positive": 10.640000343322754,
"fork_head/pred_top1_mass": 0.07392557710409164,
"frac_reward_zero_std": 0.21875,
"grad_norm": 0.8959291577339172,
"learning_rate": 3e-06,
"loss": 0.6891,
"num_tokens": 666244.0,
"reward": 0.32312896847724915,
"reward_std": 0.44159135222435,
"rewards/code_format_reward/mean": 0.0849609375,
"rewards/code_format_reward/std": 0.26928257942199707,
"rewards/code_reward/mean": 0.23816804587841034,
"rewards/code_reward/std": 0.3781704008579254,
"step": 17,
"step_time": 793.6200416907668
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.011111111442248026,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.011111111442248026,
"entropy": 1.5538650274276733,
"epoch": 0.008620689655172414,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.09454979002475739,
"learning_rate": 3e-06,
"loss": -0.0037,
"step": 18,
"step_time": 8.78907810151577
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.015625,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.015625,
"entropy": 1.7502332888543606,
"epoch": 0.009099616858237548,
"fork_head/loss": 2.692525863647461,
"fork_head/num_positive": 10.640000343322754,
"fork_head/pred_top1_mass": 0.07988409698009491,
"grad_norm": 0.8463331460952759,
"learning_rate": 3e-06,
"loss": 0.6833,
"step": 19,
"step_time": 9.429565943777561
},
{
"clip_ratio/high_max": 0.022222222884496053,
"clip_ratio/high_mean": 0.005555555721124013,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.005555555721124013,
"entropy": 1.5574225942293802,
"epoch": 0.009578544061302681,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.11352519690990448,
"learning_rate": 3e-06,
"loss": -0.004,
"step": 20,
"step_time": 8.314368918538094
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.742492001503706,
"epoch": 0.010057471264367816,
"fork_head/loss": 2.659151077270508,
"fork_head/num_positive": 10.640000343322754,
"fork_head/pred_top1_mass": 0.09344788640737534,
"grad_norm": 0.7682421803474426,
"learning_rate": 3e-06,
"loss": 0.674,
"step": 21,
"step_time": 8.567935965955257
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.545882531007131,
"epoch": 0.01053639846743295,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.09155088663101196,
"learning_rate": 3e-06,
"loss": -0.0044,
"step": 22,
"step_time": 8.534242175519466
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.015625,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.015625,
"entropy": 1.7478237636387348,
"epoch": 0.011015325670498084,
"fork_head/loss": 2.6274337768554688,
"fork_head/num_positive": 10.640000343322754,
"fork_head/pred_top1_mass": 0.12934909760951996,
"grad_norm": 0.6521260738372803,
"learning_rate": 3e-06,
"loss": 0.6661,
"step": 23,
"step_time": 8.154608376324177
},
{
"clip_ratio/high_max": 0.022222222884496053,
"clip_ratio/high_mean": 0.005555555721124013,
"clip_ratio/low_mean": 0.011111111442248026,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.01666666716337204,
"entropy": 1.5564453125,
"epoch": 0.011494252873563218,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.09396857023239136,
"learning_rate": 3e-06,
"loss": -0.0041,
"step": 24,
"step_time": 8.83865650743246
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 256.0,
"completions/max_terminated_length": 256.0,
"completions/mean_length": 248.677734375,
"completions/mean_terminated_length": 248.64903259277344,
"completions/min_length": 93.0,
"completions/min_terminated_length": 93.0,
"entropy": 1.7377224445343018,
"epoch": 0.011973180076628353,
"fork/depth_mean": 0.2559109628200531,
"fork/depth_std": 0.2323300689458847,
"fork_head/loss": 2.7329134941101074,
"fork_head/num_positive": 10.535714149475098,
"fork_head/pred_top1_mass": 0.06558293849229813,
"frac_reward_zero_std": 0.125,
"grad_norm": 1.0918742418289185,
"learning_rate": 3e-06,
"loss": 0.685,
"num_tokens": 891887.0,
"reward": 0.27595603466033936,
"reward_std": 0.4314592480659485,
"rewards/code_format_reward/mean": 0.08203125,
"rewards/code_format_reward/std": 0.254334956407547,
"rewards/code_reward/mean": 0.19392478466033936,
"rewards/code_reward/std": 0.35153821110725403,
"step": 25,
"step_time": 1105.6121295690536
},
{
"clip_ratio/high_max": 0.07142857142857142,
"clip_ratio/high_mean": 0.03571428571428571,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.03571428571428571,
"entropy": 1.2284078853470939,
"epoch": 0.012452107279693486,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.09742733091115952,
"learning_rate": 3e-06,
"loss": -0.0017,
"step": 26,
"step_time": 8.341794639825821
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.7366048177083333,
"epoch": 0.01293103448275862,
"fork_head/loss": 2.709704875946045,
"fork_head/num_positive": 10.535714149475098,
"fork_head/pred_top1_mass": 0.09324157238006592,
"grad_norm": 0.943398118019104,
"learning_rate": 3e-06,
"loss": 0.6783,
"step": 27,
"step_time": 9.125020310282707
},
{
"clip_ratio/high_max": 0.07142857142857142,
"clip_ratio/high_mean": 0.03571428571428571,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.03571428571428571,
"entropy": 1.232131234237126,
"epoch": 0.013409961685823755,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.0971648320555687,
"learning_rate": 3e-06,
"loss": -0.0018,
"step": 28,
"step_time": 7.5903173834085464
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.7322721401850383,
"epoch": 0.013888888888888888,
"fork_head/loss": 2.677337408065796,
"fork_head/num_positive": 10.535714149475098,
"fork_head/pred_top1_mass": 0.11638545244932175,
"grad_norm": 0.7593768835067749,
"learning_rate": 3e-06,
"loss": 0.6694,
"step": 29,
"step_time": 8.25031067430973
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.239742981536048,
"epoch": 0.014367816091954023,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.10931398719549179,
"learning_rate": 3e-06,
"loss": -0.0019,
"step": 30,
"step_time": 7.576368257403374
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.016666666666666666,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.016666666666666666,
"entropy": 1.7413650274276733,
"epoch": 0.014846743295019157,
"fork_head/loss": 2.6471290588378906,
"fork_head/num_positive": 10.535714149475098,
"fork_head/pred_top1_mass": 0.11972916126251221,
"grad_norm": 0.6792694926261902,
"learning_rate": 3e-06,
"loss": 0.66,
"step": 31,
"step_time": 7.997422412037849
},
{
"clip_ratio/high_max": 0.07142857142857142,
"clip_ratio/high_mean": 0.03571428571428571,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.03571428571428571,
"entropy": 1.2369597852230072,
"epoch": 0.01532567049808429,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.09656476229429245,
"learning_rate": 3e-06,
"loss": -0.0017,
"step": 32,
"step_time": 8.30939307063818
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.017578125,
"completions/max_length": 256.0,
"completions/max_terminated_length": 256.0,
"completions/mean_length": 251.314453125,
"completions/mean_terminated_length": 251.23060607910156,
"completions/min_length": 145.0,
"completions/min_terminated_length": 145.0,
"entropy": 1.7289887229601542,
"epoch": 0.015804597701149427,
"fork/depth_mean": 0.24849361181259155,
"fork/depth_std": 0.20971310138702393,
"fork_head/loss": 2.750793218612671,
"fork_head/num_positive": 10.392857551574707,
"fork_head/pred_top1_mass": 0.05677121505141258,
"frac_reward_zero_std": 0.125,
"grad_norm": 0.9009348154067993,
"learning_rate": 3e-06,
"loss": 0.6858,
"num_tokens": 1114896.0,
"reward": 0.3341137766838074,
"reward_std": 0.45625680685043335,
"rewards/code_format_reward/mean": 0.166015625,
"rewards/code_format_reward/std": 0.3466040790081024,
"rewards/code_reward/mean": 0.16809815168380737,
"rewards/code_reward/std": 0.326517790555954,
"step": 33,
"step_time": 753.8249189481139
},
{
"clip_ratio/high_max": 0.0625,
"clip_ratio/high_mean": 0.03125,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.03125,
"entropy": 1.5283087976276875,
"epoch": 0.016283524904214558,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.2436455488204956,
"learning_rate": 3e-06,
"loss": -0.0014,
"step": 34,
"step_time": 8.427571676671505
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.7374486406644185,
"epoch": 0.016762452107279693,
"fork_head/loss": 2.7354328632354736,
"fork_head/num_positive": 10.392857551574707,
"fork_head/pred_top1_mass": 0.07823926955461502,
"grad_norm": 0.90395188331604,
"learning_rate": 3e-06,
"loss": 0.6828,
"step": 35,
"step_time": 9.168097496032715
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.5437405072152615,
"epoch": 0.017241379310344827,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.24566903710365295,
"learning_rate": 3e-06,
"loss": -0.0007,
"step": 36,
"step_time": 7.513980835676193
},
{
"clip_ratio/high_max": 0.06666666666666667,
"clip_ratio/high_mean": 0.022222222884496053,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.022222222884496053,
"entropy": 1.716335368156433,
"epoch": 0.017720306513409962,
"fork_head/loss": 2.7076592445373535,
"fork_head/num_positive": 10.392857551574707,
"fork_head/pred_top1_mass": 0.07823926955461502,
"grad_norm": 0.839942991733551,
"learning_rate": 3e-06,
"loss": 0.6733,
"step": 37,
"step_time": 8.510633528232574
},
{
"clip_ratio/high_max": 0.0625,
"clip_ratio/high_mean": 0.03125,
"clip_ratio/low_mean": 0.028125000186264515,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.059375000186264515,
"entropy": 1.52667236328125,
"epoch": 0.018199233716475097,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.19772188365459442,
"learning_rate": 3e-06,
"loss": -0.0027,
"step": 38,
"step_time": 8.190028190612793
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.7277878999710083,
"epoch": 0.01867816091954023,
"fork_head/loss": 2.6737723350524902,
"fork_head/num_positive": 10.392857551574707,
"fork_head/pred_top1_mass": 0.10476752370595932,
"grad_norm": 0.7709957361221313,
"learning_rate": 3e-06,
"loss": 0.6646,
"step": 39,
"step_time": 8.10255840420723
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.012500000186264515,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.012500000186264515,
"entropy": 1.546929258853197,
"epoch": 0.019157088122605363,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.20185846090316772,
"learning_rate": 3e-06,
"loss": -0.0029,
"step": 40,
"step_time": 7.5891823545098305
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 256.0,
"completions/max_terminated_length": 256.0,
"completions/mean_length": 252.029296875,
"completions/mean_terminated_length": 252.01373291015625,
"completions/min_length": 137.0,
"completions/min_terminated_length": 137.0,
"entropy": 1.7633087188005447,
"epoch": 0.019636015325670497,
"fork/depth_mean": 0.2388589233160019,
"fork/depth_std": 0.1947963982820511,
"fork_head/loss": 2.748295783996582,
"fork_head/num_positive": 10.45161247253418,
"fork_head/pred_top1_mass": 0.06624330580234528,
"frac_reward_zero_std": 0.03125,
"grad_norm": 0.8751810789108276,
"learning_rate": 3e-06,
"loss": 0.6825,
"num_tokens": 1334207.0,
"reward": 0.31063133478164673,
"reward_std": 0.394540935754776,
"rewards/code_format_reward/mean": 0.11328125,
"rewards/code_format_reward/std": 0.29486700892448425,
"rewards/code_reward/mean": 0.19735011458396912,
"rewards/code_reward/std": 0.31829386949539185,
"step": 41,
"step_time": 782.2157406955957
},
{
"clip_ratio/high_max": 0.0625,
"clip_ratio/high_mean": 0.012500000186264515,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.012500000186264515,
"entropy": 1.6175781413912773,
"epoch": 0.020114942528735632,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.19079811871051788,
"learning_rate": 3e-06,
"loss": 0.0036,
"step": 42,
"step_time": 8.717117220163345
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.7655273377895355,
"epoch": 0.020593869731800767,
"fork_head/loss": 2.7313876152038574,
"fork_head/num_positive": 10.45161247253418,
"fork_head/pred_top1_mass": 0.08982071280479431,
"grad_norm": 0.8152995109558105,
"learning_rate": 3e-06,
"loss": 0.6785,
"step": 43,
"step_time": 9.632876090705395
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.5997585766017437,
"epoch": 0.0210727969348659,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.24043777585029602,
"learning_rate": 3e-06,
"loss": 0.004,
"step": 44,
"step_time": 8.82364346086979
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.7628424018621445,
"epoch": 0.021551724137931036,
"fork_head/loss": 2.706272840499878,
"fork_head/num_positive": 10.45161247253418,
"fork_head/pred_top1_mass": 0.07735563814640045,
"grad_norm": 0.748870849609375,
"learning_rate": 3e-06,
"loss": 0.6721,
"step": 45,
"step_time": 8.82179507613182
},
{
"clip_ratio/high_max": 0.03125,
"clip_ratio/high_mean": 0.010416666977107525,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.010416666977107525,
"entropy": 1.6217841170728207,
"epoch": 0.022030651340996167,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.19158822298049927,
"learning_rate": 3e-06,
"loss": 0.0036,
"step": 46,
"step_time": 9.283285796642303
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.7575988844037056,
"epoch": 0.022509578544061302,
"fork_head/loss": 2.676161527633667,
"fork_head/num_positive": 10.45161247253418,
"fork_head/pred_top1_mass": 0.09021718055009842,
"grad_norm": 0.7127240896224976,
"learning_rate": 3e-06,
"loss": 0.6637,
"step": 47,
"step_time": 8.52501928806305
},
{
"clip_ratio/high_max": 0.03125,
"clip_ratio/high_mean": 0.010416666977107525,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.010416666977107525,
"entropy": 1.6177751384675503,
"epoch": 0.022988505747126436,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.17444540560245514,
"learning_rate": 3e-06,
"loss": 0.0025,
"step": 48,
"step_time": 9.350535936653614
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.005859375,
"completions/max_length": 256.0,
"completions/max_terminated_length": 256.0,
"completions/mean_length": 249.806640625,
"completions/mean_terminated_length": 249.7701416015625,
"completions/min_length": 141.0,
"completions/min_terminated_length": 141.0,
"entropy": 1.645231120288372,
"epoch": 0.02346743295019157,
"fork/depth_mean": 0.20813676714897156,
"fork/depth_std": 0.2023322731256485,
"fork_head/loss": 2.7251060009002686,
"fork_head/num_positive": 11.071428298950195,
"fork_head/pred_top1_mass": 0.07330572605133057,
"frac_reward_zero_std": 0.125,
"grad_norm": 0.7912424802780151,
"learning_rate": 3e-06,
"loss": 0.668,
"num_tokens": 1560380.0,
"reward": 0.4000995457172394,
"reward_std": 0.5264614224433899,
"rewards/code_format_reward/mean": 0.1884765625,
"rewards/code_format_reward/std": 0.380703866481781,
"rewards/code_reward/mean": 0.21162298321723938,
"rewards/code_reward/std": 0.3662030100822449,
"step": 49,
"step_time": 891.1354386433959
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.6503204504648845,
"epoch": 0.023946360153256706,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.33536002039909363,
"learning_rate": 3e-06,
"loss": 0.0157,
"step": 50,
"step_time": 8.483312383294106
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.6503580585122108,
"epoch": 0.02442528735632184,
"fork_head/loss": 2.7123520374298096,
"fork_head/num_positive": 11.071428298950195,
"fork_head/pred_top1_mass": 0.07811455428600311,
"grad_norm": 0.7666037678718567,
"learning_rate": 3e-06,
"loss": 0.6627,
"step": 51,
"step_time": 8.935653232038021
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.6521585583686829,
"epoch": 0.02490421455938697,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.3115832209587097,
"learning_rate": 3e-06,
"loss": 0.0144,
"step": 52,
"step_time": 8.003259278833866
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.6578003093600273,
"epoch": 0.025383141762452106,
"fork_head/loss": 2.6937143802642822,
"fork_head/num_positive": 11.071428298950195,
"fork_head/pred_top1_mass": 0.09371833503246307,
"grad_norm": 0.6712632775306702,
"learning_rate": 3e-06,
"loss": 0.6555,
"step": 53,
"step_time": 7.743285425007343
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.05,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.05,
"entropy": 1.6701960484186809,
"epoch": 0.02586206896551724,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.2647401988506317,
"learning_rate": 3e-06,
"loss": 0.0113,
"step": 54,
"step_time": 8.436087384819984
},
{
"clip_ratio/high_max": 0.125,
"clip_ratio/high_mean": 0.05208333395421505,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.05208333395421505,
"entropy": 1.6500091552734375,
"epoch": 0.026340996168582376,
"fork_head/loss": 2.673043727874756,
"fork_head/num_positive": 11.071428298950195,
"fork_head/pred_top1_mass": 0.09872584044933319,
"grad_norm": 0.5988104939460754,
"learning_rate": 3e-06,
"loss": 0.6455,
"step": 55,
"step_time": 7.842362232506275
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.08333333333333333,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.08333333333333333,
"entropy": 1.6658297260602315,
"epoch": 0.02681992337164751,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.2772415578365326,
"learning_rate": 3e-06,
"loss": 0.0108,
"step": 56,
"step_time": 7.979304105043411
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 256.0,
"completions/max_terminated_length": 256.0,
"completions/mean_length": 250.4765625,
"completions/mean_terminated_length": 250.4765625,
"completions/min_length": 121.0,
"completions/min_terminated_length": 121.0,
"entropy": 1.4555562287569046,
"epoch": 0.027298850574712645,
"fork/depth_mean": 0.222345769405365,
"fork/depth_std": 0.2207973152399063,
"fork_head/loss": 2.7522084712982178,
"fork_head/num_positive": 11.354838371276855,
"fork_head/pred_top1_mass": 0.05551491305232048,
"frac_reward_zero_std": 0.03125,
"grad_norm": 0.7934682369232178,
"learning_rate": 3e-06,
"loss": 0.67,
"num_tokens": 1784864.0,
"reward": 0.38203611969947815,
"reward_std": 0.45684391260147095,
"rewards/code_format_reward/mean": 0.1611328125,
"rewards/code_format_reward/std": 0.3425372838973999,
"rewards/code_reward/mean": 0.22090329229831696,
"rewards/code_reward/std": 0.35053515434265137,
"step": 57,
"step_time": 786.2950336560607
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.4506076256434122,
"epoch": 0.027777777777777776,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.1891869455575943,
"learning_rate": 3e-06,
"loss": 0.0211,
"step": 58,
"step_time": 8.184207864105701
},
{
"clip_ratio/high_max": 0.0625,
"clip_ratio/high_mean": 0.0625,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0625,
"entropy": 1.4461568146944046,
"epoch": 0.02825670498084291,
"fork_head/loss": 2.737870693206787,
"fork_head/num_positive": 11.354838371276855,
"fork_head/pred_top1_mass": 0.058239273726940155,
"grad_norm": 0.7308641672134399,
"learning_rate": 3e-06,
"loss": 0.6661,
"step": 59,
"step_time": 7.851589113473892
},
{
"clip_ratio/high_max": 0.06666666666666667,
"clip_ratio/high_mean": 0.022222222884496053,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.022222222884496053,
"entropy": 1.4394965291023254,
"epoch": 0.028735632183908046,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.19798265397548676,
"learning_rate": 3e-06,
"loss": 0.0214,
"step": 60,
"step_time": 8.355403795838356
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.473968505859375,
"epoch": 0.02921455938697318,
"fork_head/loss": 2.716456174850464,
"fork_head/num_positive": 11.354838371276855,
"fork_head/pred_top1_mass": 0.058768127113580704,
"grad_norm": 0.6539332270622253,
"learning_rate": 3e-06,
"loss": 0.6608,
"step": 61,
"step_time": 7.524000406265259
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.06666666666666667,
"clip_ratio/low_min": 0.06666666666666667,
"clip_ratio/region_mean": 0.06666666666666667,
"entropy": 1.4532118002573648,
"epoch": 0.029693486590038315,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.1937580704689026,
"learning_rate": 3e-06,
"loss": 0.0203,
"step": 62,
"step_time": 8.41039239615202
},
{
"clip_ratio/high_max": 0.0625,
"clip_ratio/high_mean": 0.0625,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0625,
"entropy": 1.4522705078125,
"epoch": 0.03017241379310345,
"fork_head/loss": 2.6924941539764404,
"fork_head/num_positive": 11.354838371276855,
"fork_head/pred_top1_mass": 0.07813070714473724,
"grad_norm": 0.6078172922134399,
"learning_rate": 3e-06,
"loss": 0.6539,
"step": 63,
"step_time": 7.931280635297298
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.4613498330116272,
"epoch": 0.03065134099616858,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.18468615412712097,
"learning_rate": 3e-06,
"loss": 0.0187,
"step": 64,
"step_time": 7.987094931304455
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.016666666666666666,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.016666666666666666,
"completions/clipped_ratio": 0.005859375,
"completions/max_length": 256.0,
"completions/max_terminated_length": 256.0,
"completions/mean_length": 250.888671875,
"completions/mean_terminated_length": 250.85855102539062,
"completions/min_length": 110.0,
"completions/min_terminated_length": 110.0,
"entropy": 1.6608045895894368,
"epoch": 0.031130268199233715,
"fork/depth_mean": 0.1971900761127472,
"fork/depth_std": 0.16759760677814484,
"fork_head/loss": 2.7267963886260986,
"fork_head/num_positive": 10.870967864990234,
"fork_head/pred_top1_mass": 0.07507643848657608,
"frac_reward_zero_std": 0.03125,
"grad_norm": 0.7493215799331665,
"learning_rate": 3e-06,
"loss": 0.6673,
"num_tokens": 2021607.0,
"reward": 0.43861904740333557,
"reward_std": 0.5203312635421753,
"rewards/code_format_reward/mean": 0.1875,
"rewards/code_format_reward/std": 0.3647909164428711,
"rewards/code_reward/mean": 0.25111907720565796,
"rewards/code_reward/std": 0.38289710879325867,
"step": 65,
"step_time": 732.4875741899014
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.6049330870310465,
"epoch": 0.031609195402298854,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.2641911506652832,
"learning_rate": 3e-06,
"loss": 0.0124,
"step": 66,
"step_time": 9.425761252641678
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.6371961832046509,
"epoch": 0.032088122605363985,
"fork_head/loss": 2.7112691402435303,
"fork_head/num_positive": 10.870967864990234,
"fork_head/pred_top1_mass": 0.07623767852783203,
"grad_norm": 0.7106398344039917,
"learning_rate": 3e-06,
"loss": 0.6633,
"step": 67,
"step_time": 8.422638155519962
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.6135459979375204,
"epoch": 0.032567049808429116,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.260549932718277,
"learning_rate": 3e-06,
"loss": 0.0123,
"step": 68,
"step_time": 8.237969636917114
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.020833333333333332,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.020833333333333332,
"entropy": 1.6614691734313964,
"epoch": 0.033045977011494254,
"fork_head/loss": 2.6891586780548096,
"fork_head/num_positive": 10.870967864990234,
"fork_head/pred_top1_mass": 0.08659953624010086,
"grad_norm": 0.6861870884895325,
"learning_rate": 3e-06,
"loss": 0.6545,
"step": 69,
"step_time": 8.314754910767078
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.617364724477132,
"epoch": 0.033524904214559385,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.2835683226585388,
"learning_rate": 3e-06,
"loss": 0.0097,
"step": 70,
"step_time": 8.035150483250618
},
{
"clip_ratio/high_max": 0.03333333333333333,
"clip_ratio/high_mean": 0.008333333333333333,
"clip_ratio/low_mean": 0.05416666766007741,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.06250000099341074,
"entropy": 1.663880745569865,
"epoch": 0.034003831417624523,
"fork_head/loss": 2.6651015281677246,
"fork_head/num_positive": 10.870967864990234,
"fork_head/pred_top1_mass": 0.08448668569326401,
"grad_norm": 0.5829343795776367,
"learning_rate": 3e-06,
"loss": 0.6479,
"step": 71,
"step_time": 8.726863972842693
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.023333333432674408,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.023333333432674408,
"entropy": 1.6176114002863566,
"epoch": 0.034482758620689655,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.27477702498435974,
"learning_rate": 3e-06,
"loss": 0.0093,
"step": 72,
"step_time": 8.470994397997856
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.005859375,
"completions/max_length": 256.0,
"completions/max_terminated_length": 256.0,
"completions/mean_length": 248.330078125,
"completions/mean_terminated_length": 248.28488159179688,
"completions/min_length": 89.0,
"completions/min_terminated_length": 89.0,
"entropy": 1.5874742306768894,
"epoch": 0.034961685823754786,
"fork/depth_mean": 0.2345808893442154,
"fork/depth_std": 0.22355885803699493,
"fork_head/loss": 2.7349355220794678,
"fork_head/num_positive": 10.4375,
"fork_head/pred_top1_mass": 0.07046256959438324,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.8004422783851624,
"learning_rate": 3e-06,
"loss": 0.6914,
"num_tokens": 2241584.0,
"reward": 0.41280221939086914,
"reward_std": 0.49552085995674133,
"rewards/code_format_reward/mean": 0.1796875,
"rewards/code_format_reward/std": 0.3687094748020172,
"rewards/code_reward/mean": 0.23311470448970795,
"rewards/code_reward/std": 0.37320205569267273,
"step": 73,
"step_time": 824.2227686494589
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.450536028544108,
"epoch": 0.035440613026819924,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.14568890631198883,
"learning_rate": 3e-06,
"loss": -0.001,
"step": 74,
"step_time": 8.624849006533623
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.5952541679143906,
"epoch": 0.035919540229885055,
"fork_head/loss": 2.719402551651001,
"fork_head/num_positive": 10.4375,
"fork_head/pred_top1_mass": 0.07775117456912994,
"grad_norm": 0.7479220628738403,
"learning_rate": 3e-06,
"loss": 0.6871,
"step": 75,
"step_time": 9.059083499014378
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.4489116748174031,
"epoch": 0.03639846743295019,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.13552092015743256,
"learning_rate": 3e-06,
"loss": -0.0015,
"step": 76,
"step_time": 7.298877276480198
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.6073900014162064,
"epoch": 0.036877394636015325,
"fork_head/loss": 2.695291519165039,
"fork_head/num_positive": 10.4375,
"fork_head/pred_top1_mass": 0.10276663303375244,
"grad_norm": 0.6762702465057373,
"learning_rate": 3e-06,
"loss": 0.6792,
"step": 77,
"step_time": 8.404901273548603
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.455418841044108,
"epoch": 0.03735632183908046,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.13262280821800232,
"learning_rate": 3e-06,
"loss": -0.0023,
"step": 78,
"step_time": 7.432597532868385
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.03125,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.03125,
"entropy": 1.6003662087023258,
"epoch": 0.037835249042145594,
"fork_head/loss": 2.668043851852417,
"fork_head/num_positive": 10.4375,
"fork_head/pred_top1_mass": 0.11752656102180481,
"grad_norm": 0.6513739228248596,
"learning_rate": 3e-06,
"loss": 0.6719,
"step": 79,
"step_time": 8.00691781193018
},
{
"clip_ratio/high_max": 0.06666666666666667,
"clip_ratio/high_mean": 0.016666666666666666,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.016666666666666666,
"entropy": 1.4543858448664346,
"epoch": 0.038314176245210725,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.12417446076869965,
"learning_rate": 3e-06,
"loss": -0.0019,
"step": 80,
"step_time": 7.964618980884552
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 256.0,
"completions/max_terminated_length": 256.0,
"completions/mean_length": 249.083984375,
"completions/mean_terminated_length": 249.056884765625,
"completions/min_length": 116.0,
"completions/min_terminated_length": 116.0,
"entropy": 1.559768684208393,
"epoch": 0.03879310344827586,
"fork/depth_mean": 0.26469525694847107,
"fork/depth_std": 0.25598645210266113,
"fork_head/loss": 2.7449216842651367,
"fork_head/num_positive": 10.100000381469727,
"fork_head/pred_top1_mass": 0.07169187068939209,
"frac_reward_zero_std": 0.0625,
"grad_norm": 1.097815990447998,
"learning_rate": 3e-06,
"loss": 0.6784,
"num_tokens": 2466411.0,
"reward": 0.30931127071380615,
"reward_std": 0.4227736294269562,
"rewards/code_format_reward/mean": 0.1826171875,
"rewards/code_format_reward/std": 0.3530002534389496,
"rewards/code_reward/mean": 0.12669408321380615,
"rewards/code_reward/std": 0.2702362537384033,
"step": 81,
"step_time": 730.799570158124
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.6437723711133003,
"epoch": 0.039272030651340994,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.15933610498905182,
"learning_rate": 3e-06,
"loss": 0.0038,
"step": 82,
"step_time": 8.349621079862118
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.552098587155342,
"epoch": 0.03975095785440613,
"fork_head/loss": 2.7245538234710693,
"fork_head/num_positive": 10.100000381469727,
"fork_head/pred_top1_mass": 0.07267247885465622,
"grad_norm": 0.9375616908073425,
"learning_rate": 3e-06,
"loss": 0.6718,
"step": 83,
"step_time": 8.67477621883154
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.647070299834013,
"epoch": 0.040229885057471264,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.14117228984832764,
"learning_rate": 3e-06,
"loss": 0.0022,
"step": 84,
"step_time": 8.112283036112785
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.551152542233467,
"epoch": 0.040708812260536395,
"fork_head/loss": 2.694902181625366,
"fork_head/num_positive": 10.100000381469727,
"fork_head/pred_top1_mass": 0.07221952080726624,
"grad_norm": 0.7618127465248108,
"learning_rate": 3e-06,
"loss": 0.6629,
"step": 85,
"step_time": 8.310085572302341
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.66017659381032,
"epoch": 0.04118773946360153,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.1514984369277954,
"learning_rate": 3e-06,
"loss": 0.0023,
"step": 86,
"step_time": 8.739887230098248
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.015625,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.015625,
"entropy": 1.5509236603975296,
"epoch": 0.041666666666666664,
"fork_head/loss": 2.6618919372558594,
"fork_head/num_positive": 10.100000381469727,
"fork_head/pred_top1_mass": 0.0804135799407959,
"grad_norm": 0.7262336015701294,
"learning_rate": 3e-06,
"loss": 0.6528,
"step": 87,
"step_time": 8.063064388930798
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.657354399561882,
"epoch": 0.0421455938697318,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.15493851900100708,
"learning_rate": 3e-06,
"loss": 0.0011,
"step": 88,
"step_time": 7.90926743298769
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.009765625,
"completions/max_length": 256.0,
"completions/max_terminated_length": 256.0,
"completions/mean_length": 247.62890625,
"completions/mean_terminated_length": 247.54635620117188,
"completions/min_length": 106.0,
"completions/min_terminated_length": 106.0,
"entropy": 1.31738892942667,
"epoch": 0.042624521072796934,
"fork/depth_mean": 0.23038941621780396,
"fork/depth_std": 0.2390764057636261,
"fork_head/loss": 2.757599353790283,
"fork_head/num_positive": 10.633333206176758,
"fork_head/pred_top1_mass": 0.07190661132335663,
"frac_reward_zero_std": 0.0625,
"grad_norm": 0.8058872222900391,
"learning_rate": 3e-06,
"loss": 0.6966,
"num_tokens": 2686493.0,
"reward": 0.37274467945098877,
"reward_std": 0.45990586280822754,
"rewards/code_format_reward/mean": 0.171875,
"rewards/code_format_reward/std": 0.35768061876296997,
"rewards/code_reward/mean": 0.20086967945098877,
"rewards/code_reward/std": 0.3394486904144287,
"step": 89,
"step_time": 855.620008431375
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.6228190104166667,
"epoch": 0.04310344827586207,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.2176692932844162,
"learning_rate": 3e-06,
"loss": -0.004,
"step": 90,
"step_time": 7.985640503466129
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.3261535465717316,
"epoch": 0.0435823754789272,
"fork_head/loss": 2.742584466934204,
"fork_head/num_positive": 10.633333206176758,
"fork_head/pred_top1_mass": 0.07757739722728729,
"grad_norm": 0.7229804396629333,
"learning_rate": 3e-06,
"loss": 0.6914,
"step": 91,
"step_time": 7.999469868838787
},
{
"clip_ratio/high_max": 0.06666666666666667,
"clip_ratio/high_mean": 0.022222222884496053,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.022222222884496053,
"entropy": 1.616308589776357,
"epoch": 0.044061302681992334,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.22253946959972382,
"learning_rate": 3e-06,
"loss": -0.0042,
"step": 92,
"step_time": 7.795591339468956
},
{
"clip_ratio/high_max": 0.02083333395421505,
"clip_ratio/high_mean": 0.0052083334885537624,
"clip_ratio/low_mean": 0.0625,
"clip_ratio/low_min": 0.0625,
"clip_ratio/region_mean": 0.06770833348855376,
"entropy": 1.3282338306307793,
"epoch": 0.04454022988505747,
"fork_head/loss": 2.7208757400512695,
"fork_head/num_positive": 10.633333206176758,
"fork_head/pred_top1_mass": 0.07378590852022171,
"grad_norm": 0.6257479190826416,
"learning_rate": 3e-06,
"loss": 0.6858,
"step": 93,
"step_time": 7.349123306572437
},
{
"clip_ratio/high_max": 0.13333333333333333,
"clip_ratio/high_mean": 0.055555556217829385,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.055555556217829385,
"entropy": 1.6041775226593018,
"epoch": 0.045019157088122604,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.20265519618988037,
"learning_rate": 3e-06,
"loss": -0.0069,
"step": 94,
"step_time": 8.148776911199093
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0625,
"clip_ratio/low_min": 0.0625,
"clip_ratio/region_mean": 0.0625,
"entropy": 1.328769937157631,
"epoch": 0.04549808429118774,
"fork_head/loss": 2.6977930068969727,
"fork_head/num_positive": 10.633333206176758,
"fork_head/pred_top1_mass": 0.08510536700487137,
"grad_norm": 0.5605509281158447,
"learning_rate": 3e-06,
"loss": 0.6795,
"step": 95,
"step_time": 7.561759188771248
},
{
"clip_ratio/high_max": 0.16666666666666666,
"clip_ratio/high_mean": 0.06388888955116272,
"clip_ratio/low_mean": 0.03333333333333333,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.09722222288449606,
"entropy": 1.6047200481096904,
"epoch": 0.04597701149425287,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.20598573982715607,
"learning_rate": 3e-06,
"loss": -0.0068,
"step": 96,
"step_time": 7.779385514557362
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.001953125,
"completions/max_length": 256.0,
"completions/max_terminated_length": 256.0,
"completions/mean_length": 244.814453125,
"completions/mean_terminated_length": 244.7925567626953,
"completions/min_length": 21.0,
"completions/min_terminated_length": 21.0,
"entropy": 1.4519769906997682,
"epoch": 0.04645593869731801,
"fork/depth_mean": 0.21678853034973145,
"fork/depth_std": 0.24635162949562073,
"fork_head/loss": 2.7168383598327637,
"fork_head/num_positive": 10.466666221618652,
"fork_head/pred_top1_mass": 0.07683847844600677,
"frac_reward_zero_std": 0.0625,
"grad_norm": 0.7983229160308838,
"learning_rate": 3e-06,
"loss": 0.6715,
"num_tokens": 2912606.0,
"reward": 0.40840286016464233,
"reward_std": 0.5119037628173828,
"rewards/code_format_reward/mean": 0.2001953125,
"rewards/code_format_reward/std": 0.37335410714149475,
"rewards/code_reward/mean": 0.20820754766464233,
"rewards/code_reward/std": 0.37530139088630676,
"step": 97,
"step_time": 762.6952515020967
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.519580416381359,
"epoch": 0.04693486590038314,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.17991243302822113,
"learning_rate": 3e-06,
"loss": 0.004,
"step": 98,
"step_time": 8.256162628531456
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.03333333333333333,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.03333333333333333,
"entropy": 1.4602213621139526,
"epoch": 0.04741379310344827,
"fork_head/loss": 2.6994082927703857,
"fork_head/num_positive": 10.466666221618652,
"fork_head/pred_top1_mass": 0.080260269343853,
"grad_norm": 0.7587929368019104,
"learning_rate": 3e-06,
"loss": 0.6671,
"step": 99,
"step_time": 7.947205059230328
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"entropy": 1.511566162109375,
"epoch": 0.04789272030651341,
"fork_head/loss": null,
"fork_head/num_positive": null,
"fork_head/pred_top1_mass": null,
"grad_norm": 0.17705956101417542,
"learning_rate": 3e-06,
"loss": 0.0048,
"step": 100,
"step_time": 7.891145341098309
}
],
"logging_steps": 1,
"max_steps": 2000,
"num_input_tokens_seen": 2912606,
"num_train_epochs": 1,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}