wu5onsx2 / checkpoint-2000 /trainer_state.json
roonbug's picture
Upload folder using huggingface_hub
28b0a8b verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.2,
"eval_steps": 100,
"global_step": 2000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"entropy": 0.7081545192748309,
"epoch": 0.016,
"grad_norm": 119.5,
"learning_rate": 6.000000000000001e-07,
"loss": 30.4211,
"mean_token_accuracy": 0.7030085142701864,
"num_tokens": 338352.0,
"step": 10
},
{
"entropy": 0.7043411549180746,
"epoch": 0.032,
"grad_norm": 111.5,
"learning_rate": 1.2666666666666669e-06,
"loss": 30.1214,
"mean_token_accuracy": 0.7080705553293228,
"num_tokens": 671193.0,
"step": 20
},
{
"entropy": 0.7044402219355106,
"epoch": 0.048,
"grad_norm": 106.0,
"learning_rate": 1.9333333333333336e-06,
"loss": 29.7341,
"mean_token_accuracy": 0.7064134150743484,
"num_tokens": 1001008.0,
"step": 30
},
{
"entropy": 0.733870861120522,
"epoch": 0.064,
"grad_norm": 96.0,
"learning_rate": 2.6e-06,
"loss": 30.1494,
"mean_token_accuracy": 0.7005880128592252,
"num_tokens": 1331208.0,
"step": 40
},
{
"entropy": 0.7398215295746923,
"epoch": 0.08,
"grad_norm": 90.5,
"learning_rate": 3.266666666666667e-06,
"loss": 28.7202,
"mean_token_accuracy": 0.7051243670284748,
"num_tokens": 1667532.0,
"step": 50
},
{
"entropy": 0.738157893717289,
"epoch": 0.096,
"grad_norm": 76.5,
"learning_rate": 3.9333333333333335e-06,
"loss": 27.1633,
"mean_token_accuracy": 0.71303277797997,
"num_tokens": 2007176.0,
"step": 60
},
{
"entropy": 0.8131938450038433,
"epoch": 0.112,
"grad_norm": 57.5,
"learning_rate": 4.600000000000001e-06,
"loss": 26.4428,
"mean_token_accuracy": 0.7120848346501589,
"num_tokens": 2342259.0,
"step": 70
},
{
"entropy": 0.9618701986968518,
"epoch": 0.128,
"grad_norm": 43.75,
"learning_rate": 5.2666666666666665e-06,
"loss": 25.9908,
"mean_token_accuracy": 0.7077770136296749,
"num_tokens": 2663987.0,
"step": 80
},
{
"entropy": 1.0031472396105527,
"epoch": 0.144,
"grad_norm": 30.125,
"learning_rate": 5.933333333333335e-06,
"loss": 23.3524,
"mean_token_accuracy": 0.7268724206835031,
"num_tokens": 2997824.0,
"step": 90
},
{
"entropy": 1.0786659345030785,
"epoch": 0.16,
"grad_norm": 20.75,
"learning_rate": 6.600000000000001e-06,
"loss": 21.8746,
"mean_token_accuracy": 0.7358953565359115,
"num_tokens": 3330597.0,
"step": 100
},
{
"epoch": 0.16,
"eval_biology_entropy": 3.260982286453247,
"eval_biology_loss": 3.7093346118927,
"eval_biology_mean_token_accuracy": 0.46263515305519104,
"eval_biology_num_tokens": 3330597.0,
"eval_biology_runtime": 57.0058,
"eval_biology_samples_per_second": 8.771,
"eval_biology_steps_per_second": 2.193,
"step": 100
},
{
"epoch": 0.16,
"eval_chemistry_entropy": 1.6407185397148132,
"eval_chemistry_loss": 1.7927597761154175,
"eval_chemistry_mean_token_accuracy": 0.677183347940445,
"eval_chemistry_num_tokens": 3330597.0,
"eval_chemistry_runtime": 71.6705,
"eval_chemistry_samples_per_second": 6.976,
"eval_chemistry_steps_per_second": 1.744,
"step": 100
},
{
"epoch": 0.16,
"eval_math_entropy": 0.9620108480453491,
"eval_math_loss": 1.4342334270477295,
"eval_math_mean_token_accuracy": 0.7288489332199096,
"eval_math_num_tokens": 3330597.0,
"eval_math_runtime": 74.2141,
"eval_math_samples_per_second": 6.737,
"eval_math_steps_per_second": 1.684,
"step": 100
},
{
"epoch": 0.16,
"eval_physics_entropy": 1.1280243759155273,
"eval_physics_loss": 1.3446351289749146,
"eval_physics_mean_token_accuracy": 0.7332401766777038,
"eval_physics_num_tokens": 3330597.0,
"eval_physics_runtime": 84.9827,
"eval_physics_samples_per_second": 5.884,
"eval_physics_steps_per_second": 1.471,
"step": 100
},
{
"entropy": 1.1533773414790631,
"epoch": 0.176,
"grad_norm": 19.75,
"learning_rate": 7.266666666666668e-06,
"loss": 21.3285,
"mean_token_accuracy": 0.7356826655566693,
"num_tokens": 3658264.0,
"step": 110
},
{
"entropy": 1.112282781302929,
"epoch": 0.192,
"grad_norm": 12.625,
"learning_rate": 7.933333333333334e-06,
"loss": 20.4084,
"mean_token_accuracy": 0.7426700782030821,
"num_tokens": 3995568.0,
"step": 120
},
{
"entropy": 1.086438114568591,
"epoch": 0.208,
"grad_norm": 13.875,
"learning_rate": 8.6e-06,
"loss": 19.3962,
"mean_token_accuracy": 0.7525120593607426,
"num_tokens": 4321436.0,
"step": 130
},
{
"entropy": 1.089601282030344,
"epoch": 0.224,
"grad_norm": 11.8125,
"learning_rate": 9.266666666666667e-06,
"loss": 19.0472,
"mean_token_accuracy": 0.7530231148004531,
"num_tokens": 4648491.0,
"step": 140
},
{
"entropy": 1.0804125092923642,
"epoch": 0.24,
"grad_norm": 11.8125,
"learning_rate": 9.933333333333334e-06,
"loss": 18.7739,
"mean_token_accuracy": 0.7554640270769596,
"num_tokens": 4986175.0,
"step": 150
},
{
"entropy": 1.0836318269371987,
"epoch": 0.256,
"grad_norm": 11.9375,
"learning_rate": 1.0600000000000002e-05,
"loss": 18.4704,
"mean_token_accuracy": 0.7584241010248661,
"num_tokens": 5329320.0,
"step": 160
},
{
"entropy": 1.0882270745933056,
"epoch": 0.272,
"grad_norm": 13.375,
"learning_rate": 1.1266666666666668e-05,
"loss": 18.6237,
"mean_token_accuracy": 0.754904105886817,
"num_tokens": 5658796.0,
"step": 170
},
{
"entropy": 1.076054659858346,
"epoch": 0.288,
"grad_norm": 11.0625,
"learning_rate": 1.1933333333333335e-05,
"loss": 18.4139,
"mean_token_accuracy": 0.7581049785017967,
"num_tokens": 5980201.0,
"step": 180
},
{
"entropy": 1.072243456915021,
"epoch": 0.304,
"grad_norm": 15.5,
"learning_rate": 1.2600000000000001e-05,
"loss": 18.1532,
"mean_token_accuracy": 0.7589787419885397,
"num_tokens": 6298858.0,
"step": 190
},
{
"entropy": 1.0509168311953545,
"epoch": 0.32,
"grad_norm": 12.0,
"learning_rate": 1.3266666666666668e-05,
"loss": 17.8979,
"mean_token_accuracy": 0.7612847778946161,
"num_tokens": 6622798.0,
"step": 200
},
{
"epoch": 0.32,
"eval_biology_entropy": 2.7866374349594114,
"eval_biology_loss": 3.2049155235290527,
"eval_biology_mean_token_accuracy": 0.502942953824997,
"eval_biology_num_tokens": 6622798.0,
"eval_biology_runtime": 56.7587,
"eval_biology_samples_per_second": 8.809,
"eval_biology_steps_per_second": 2.202,
"step": 200
},
{
"epoch": 0.32,
"eval_chemistry_entropy": 1.41602649641037,
"eval_chemistry_loss": 1.4916778802871704,
"eval_chemistry_mean_token_accuracy": 0.7079435839653015,
"eval_chemistry_num_tokens": 6622798.0,
"eval_chemistry_runtime": 71.0228,
"eval_chemistry_samples_per_second": 7.04,
"eval_chemistry_steps_per_second": 1.76,
"step": 200
},
{
"epoch": 0.32,
"eval_math_entropy": 0.9821910600662231,
"eval_math_loss": 1.256189227104187,
"eval_math_mean_token_accuracy": 0.7425830450057983,
"eval_math_num_tokens": 6622798.0,
"eval_math_runtime": 75.4477,
"eval_math_samples_per_second": 6.627,
"eval_math_steps_per_second": 1.657,
"step": 200
},
{
"epoch": 0.32,
"eval_physics_entropy": 1.0466554942131043,
"eval_physics_loss": 1.1129223108291626,
"eval_physics_mean_token_accuracy": 0.7617223796844482,
"eval_physics_num_tokens": 6622798.0,
"eval_physics_runtime": 85.3386,
"eval_physics_samples_per_second": 5.859,
"eval_physics_steps_per_second": 1.465,
"step": 200
},
{
"entropy": 1.0462193094193935,
"epoch": 0.336,
"grad_norm": 11.875,
"learning_rate": 1.3933333333333334e-05,
"loss": 17.7296,
"mean_token_accuracy": 0.7623197592794895,
"num_tokens": 6953611.0,
"step": 210
},
{
"entropy": 1.0164767142385245,
"epoch": 0.352,
"grad_norm": 11.25,
"learning_rate": 1.46e-05,
"loss": 17.1525,
"mean_token_accuracy": 0.7695928748697043,
"num_tokens": 7290378.0,
"step": 220
},
{
"entropy": 0.9987690806388855,
"epoch": 0.368,
"grad_norm": 11.4375,
"learning_rate": 1.5266666666666667e-05,
"loss": 16.9228,
"mean_token_accuracy": 0.7714470315724611,
"num_tokens": 7621082.0,
"step": 230
},
{
"entropy": 1.0506686847656965,
"epoch": 0.384,
"grad_norm": 11.3125,
"learning_rate": 1.5933333333333336e-05,
"loss": 17.6416,
"mean_token_accuracy": 0.7599896423518657,
"num_tokens": 7955570.0,
"step": 240
},
{
"entropy": 1.0135670874267817,
"epoch": 0.4,
"grad_norm": 14.5,
"learning_rate": 1.66e-05,
"loss": 16.9698,
"mean_token_accuracy": 0.7687441952526569,
"num_tokens": 8291049.0,
"step": 250
},
{
"entropy": 0.9876859273761511,
"epoch": 0.416,
"grad_norm": 13.75,
"learning_rate": 1.726666666666667e-05,
"loss": 16.6909,
"mean_token_accuracy": 0.7725014701485634,
"num_tokens": 8627310.0,
"step": 260
},
{
"entropy": 1.0216444052755833,
"epoch": 0.432,
"grad_norm": 12.125,
"learning_rate": 1.7933333333333333e-05,
"loss": 17.011,
"mean_token_accuracy": 0.7689431305974722,
"num_tokens": 8958371.0,
"step": 270
},
{
"entropy": 0.9649551097303629,
"epoch": 0.448,
"grad_norm": 12.1875,
"learning_rate": 1.86e-05,
"loss": 16.2252,
"mean_token_accuracy": 0.7780237648636102,
"num_tokens": 9294388.0,
"step": 280
},
{
"entropy": 0.9653072291985154,
"epoch": 0.464,
"grad_norm": 12.5,
"learning_rate": 1.926666666666667e-05,
"loss": 16.1144,
"mean_token_accuracy": 0.7772431872785092,
"num_tokens": 9620366.0,
"step": 290
},
{
"entropy": 0.9695413928478956,
"epoch": 0.48,
"grad_norm": 11.8125,
"learning_rate": 1.9933333333333334e-05,
"loss": 16.4447,
"mean_token_accuracy": 0.7733453687280416,
"num_tokens": 9955431.0,
"step": 300
},
{
"epoch": 0.48,
"eval_biology_entropy": 2.7462952222824097,
"eval_biology_loss": 3.060053825378418,
"eval_biology_mean_token_accuracy": 0.5114872539043427,
"eval_biology_num_tokens": 9955431.0,
"eval_biology_runtime": 56.9805,
"eval_biology_samples_per_second": 8.775,
"eval_biology_steps_per_second": 2.194,
"step": 300
},
{
"epoch": 0.48,
"eval_chemistry_entropy": 1.3710836601257324,
"eval_chemistry_loss": 1.4066872596740723,
"eval_chemistry_mean_token_accuracy": 0.7168692064285278,
"eval_chemistry_num_tokens": 9955431.0,
"eval_chemistry_runtime": 71.3717,
"eval_chemistry_samples_per_second": 7.006,
"eval_chemistry_steps_per_second": 1.751,
"step": 300
},
{
"epoch": 0.48,
"eval_math_entropy": 0.9784291224479675,
"eval_math_loss": 1.2082456350326538,
"eval_math_mean_token_accuracy": 0.7478420066833497,
"eval_math_num_tokens": 9955431.0,
"eval_math_runtime": 74.3706,
"eval_math_samples_per_second": 6.723,
"eval_math_steps_per_second": 1.681,
"step": 300
},
{
"epoch": 0.48,
"eval_physics_entropy": 1.007008915424347,
"eval_physics_loss": 1.0401662588119507,
"eval_physics_mean_token_accuracy": 0.7707204632759094,
"eval_physics_num_tokens": 9955431.0,
"eval_physics_runtime": 84.6939,
"eval_physics_samples_per_second": 5.904,
"eval_physics_steps_per_second": 1.476,
"step": 300
},
{
"entropy": 1.007104156538844,
"epoch": 0.496,
"grad_norm": 10.5,
"learning_rate": 1.9933333333333334e-05,
"loss": 16.6639,
"mean_token_accuracy": 0.771253039687872,
"num_tokens": 10289883.0,
"step": 310
},
{
"entropy": 0.9723599992692471,
"epoch": 0.512,
"grad_norm": 12.4375,
"learning_rate": 1.985925925925926e-05,
"loss": 16.4387,
"mean_token_accuracy": 0.7748051699250936,
"num_tokens": 10619468.0,
"step": 320
},
{
"entropy": 0.9979474730789661,
"epoch": 0.528,
"grad_norm": 10.8125,
"learning_rate": 1.9785185185185187e-05,
"loss": 16.6398,
"mean_token_accuracy": 0.7712166555225849,
"num_tokens": 10944904.0,
"step": 330
},
{
"entropy": 0.9800913408398628,
"epoch": 0.544,
"grad_norm": 11.625,
"learning_rate": 1.971111111111111e-05,
"loss": 16.374,
"mean_token_accuracy": 0.7737775973975658,
"num_tokens": 11266409.0,
"step": 340
},
{
"entropy": 0.9599094491451978,
"epoch": 0.56,
"grad_norm": 10.625,
"learning_rate": 1.963703703703704e-05,
"loss": 16.0194,
"mean_token_accuracy": 0.778597004711628,
"num_tokens": 11605544.0,
"step": 350
},
{
"entropy": 0.948445113003254,
"epoch": 0.576,
"grad_norm": 11.75,
"learning_rate": 1.9562962962962964e-05,
"loss": 15.9791,
"mean_token_accuracy": 0.7805619373917579,
"num_tokens": 11931715.0,
"step": 360
},
{
"entropy": 0.9618662863969802,
"epoch": 0.592,
"grad_norm": 13.0625,
"learning_rate": 1.948888888888889e-05,
"loss": 16.0713,
"mean_token_accuracy": 0.776887471601367,
"num_tokens": 12257243.0,
"step": 370
},
{
"entropy": 0.9480277199298144,
"epoch": 0.608,
"grad_norm": 10.8125,
"learning_rate": 1.9414814814814817e-05,
"loss": 15.8656,
"mean_token_accuracy": 0.7797395702451467,
"num_tokens": 12583154.0,
"step": 380
},
{
"entropy": 0.9716805059462785,
"epoch": 0.624,
"grad_norm": 10.625,
"learning_rate": 1.9340740740740743e-05,
"loss": 16.1886,
"mean_token_accuracy": 0.7762768242508173,
"num_tokens": 12905392.0,
"step": 390
},
{
"entropy": 0.9691856369376183,
"epoch": 0.64,
"grad_norm": 11.8125,
"learning_rate": 1.926666666666667e-05,
"loss": 16.2314,
"mean_token_accuracy": 0.7761619180440903,
"num_tokens": 13232198.0,
"step": 400
},
{
"epoch": 0.64,
"eval_biology_entropy": 2.67273916721344,
"eval_biology_loss": 2.96358585357666,
"eval_biology_mean_token_accuracy": 0.5216054661273957,
"eval_biology_num_tokens": 13232198.0,
"eval_biology_runtime": 57.8851,
"eval_biology_samples_per_second": 8.638,
"eval_biology_steps_per_second": 2.159,
"step": 400
},
{
"epoch": 0.64,
"eval_chemistry_entropy": 1.3173069462776184,
"eval_chemistry_loss": 1.36112380027771,
"eval_chemistry_mean_token_accuracy": 0.7232093935012818,
"eval_chemistry_num_tokens": 13232198.0,
"eval_chemistry_runtime": 71.8687,
"eval_chemistry_samples_per_second": 6.957,
"eval_chemistry_steps_per_second": 1.739,
"step": 400
},
{
"epoch": 0.64,
"eval_math_entropy": 0.9528153438568115,
"eval_math_loss": 1.1841319799423218,
"eval_math_mean_token_accuracy": 0.7507999067306519,
"eval_math_num_tokens": 13232198.0,
"eval_math_runtime": 74.8756,
"eval_math_samples_per_second": 6.678,
"eval_math_steps_per_second": 1.669,
"step": 400
},
{
"epoch": 0.64,
"eval_physics_entropy": 0.9614342203140259,
"eval_physics_loss": 1.0016775131225586,
"eval_physics_mean_token_accuracy": 0.7765112986564636,
"eval_physics_num_tokens": 13232198.0,
"eval_physics_runtime": 85.1175,
"eval_physics_samples_per_second": 5.874,
"eval_physics_steps_per_second": 1.469,
"step": 400
},
{
"entropy": 0.9530647125095129,
"epoch": 0.656,
"grad_norm": 11.375,
"learning_rate": 1.9192592592592593e-05,
"loss": 15.9429,
"mean_token_accuracy": 0.7780249908566474,
"num_tokens": 13575902.0,
"step": 410
},
{
"entropy": 0.9399624351412058,
"epoch": 0.672,
"grad_norm": 12.0625,
"learning_rate": 1.911851851851852e-05,
"loss": 15.7284,
"mean_token_accuracy": 0.7817466016858816,
"num_tokens": 13895997.0,
"step": 420
},
{
"entropy": 0.9540142439305782,
"epoch": 0.688,
"grad_norm": 10.6875,
"learning_rate": 1.9044444444444446e-05,
"loss": 15.7763,
"mean_token_accuracy": 0.7817316662520171,
"num_tokens": 14234888.0,
"step": 430
},
{
"entropy": 0.9538515221327544,
"epoch": 0.704,
"grad_norm": 11.625,
"learning_rate": 1.8970370370370372e-05,
"loss": 16.0838,
"mean_token_accuracy": 0.775813952833414,
"num_tokens": 14567908.0,
"step": 440
},
{
"entropy": 0.9464580094441771,
"epoch": 0.72,
"grad_norm": 12.375,
"learning_rate": 1.8896296296296295e-05,
"loss": 15.704,
"mean_token_accuracy": 0.7821726374328136,
"num_tokens": 14882927.0,
"step": 450
},
{
"entropy": 0.9363573594018817,
"epoch": 0.736,
"grad_norm": 13.0625,
"learning_rate": 1.8822222222222225e-05,
"loss": 15.7075,
"mean_token_accuracy": 0.7809599131345749,
"num_tokens": 15217342.0,
"step": 460
},
{
"entropy": 0.9193624388426542,
"epoch": 0.752,
"grad_norm": 10.4375,
"learning_rate": 1.874814814814815e-05,
"loss": 15.3677,
"mean_token_accuracy": 0.7846659943461418,
"num_tokens": 15547710.0,
"step": 470
},
{
"entropy": 0.9613647162914276,
"epoch": 0.768,
"grad_norm": 11.1875,
"learning_rate": 1.8674074074074075e-05,
"loss": 16.0934,
"mean_token_accuracy": 0.7759233452379704,
"num_tokens": 15877177.0,
"step": 480
},
{
"entropy": 0.9139260027557612,
"epoch": 0.784,
"grad_norm": 10.1875,
"learning_rate": 1.86e-05,
"loss": 15.3216,
"mean_token_accuracy": 0.786144433543086,
"num_tokens": 16219640.0,
"step": 490
},
{
"entropy": 0.9349881060421467,
"epoch": 0.8,
"grad_norm": 12.0,
"learning_rate": 1.8525925925925928e-05,
"loss": 15.6534,
"mean_token_accuracy": 0.7819662269204855,
"num_tokens": 16548261.0,
"step": 500
},
{
"epoch": 0.8,
"eval_biology_entropy": 2.617759398460388,
"eval_biology_loss": 2.9445557594299316,
"eval_biology_mean_token_accuracy": 0.5238966343402862,
"eval_biology_num_tokens": 16548261.0,
"eval_biology_runtime": 57.6905,
"eval_biology_samples_per_second": 8.667,
"eval_biology_steps_per_second": 2.167,
"step": 500
},
{
"epoch": 0.8,
"eval_chemistry_entropy": 1.2937732858657838,
"eval_chemistry_loss": 1.3414490222930908,
"eval_chemistry_mean_token_accuracy": 0.7248484263420105,
"eval_chemistry_num_tokens": 16548261.0,
"eval_chemistry_runtime": 71.1659,
"eval_chemistry_samples_per_second": 7.026,
"eval_chemistry_steps_per_second": 1.756,
"step": 500
},
{
"epoch": 0.8,
"eval_math_entropy": 0.93889684009552,
"eval_math_loss": 1.17385995388031,
"eval_math_mean_token_accuracy": 0.7522515163421631,
"eval_math_num_tokens": 16548261.0,
"eval_math_runtime": 74.7142,
"eval_math_samples_per_second": 6.692,
"eval_math_steps_per_second": 1.673,
"step": 500
},
{
"epoch": 0.8,
"eval_physics_entropy": 0.9420124840736389,
"eval_physics_loss": 0.9809063673019409,
"eval_physics_mean_token_accuracy": 0.7797514395713806,
"eval_physics_num_tokens": 16548261.0,
"eval_physics_runtime": 84.5204,
"eval_physics_samples_per_second": 5.916,
"eval_physics_steps_per_second": 1.479,
"step": 500
},
{
"entropy": 0.9288215478882194,
"epoch": 0.816,
"grad_norm": 11.3125,
"learning_rate": 1.8451851851851855e-05,
"loss": 15.5725,
"mean_token_accuracy": 0.7813547737896442,
"num_tokens": 16870533.0,
"step": 510
},
{
"entropy": 0.9446330968290567,
"epoch": 0.832,
"grad_norm": 15.875,
"learning_rate": 1.8377777777777778e-05,
"loss": 15.7952,
"mean_token_accuracy": 0.7800830528140068,
"num_tokens": 17196371.0,
"step": 520
},
{
"entropy": 0.9318377874791622,
"epoch": 0.848,
"grad_norm": 10.625,
"learning_rate": 1.8303703703703704e-05,
"loss": 15.4484,
"mean_token_accuracy": 0.7836398217827082,
"num_tokens": 17527066.0,
"step": 530
},
{
"entropy": 0.9298348639160394,
"epoch": 0.864,
"grad_norm": 10.625,
"learning_rate": 1.822962962962963e-05,
"loss": 15.6026,
"mean_token_accuracy": 0.7814645994454622,
"num_tokens": 17859605.0,
"step": 540
},
{
"entropy": 0.9549105998128653,
"epoch": 0.88,
"grad_norm": 12.625,
"learning_rate": 1.8155555555555557e-05,
"loss": 15.7997,
"mean_token_accuracy": 0.7805559232831001,
"num_tokens": 18187315.0,
"step": 550
},
{
"entropy": 0.8820257507264614,
"epoch": 0.896,
"grad_norm": 10.5625,
"learning_rate": 1.8081481481481484e-05,
"loss": 14.7783,
"mean_token_accuracy": 0.7907331828027964,
"num_tokens": 18536790.0,
"step": 560
},
{
"entropy": 0.9362711973488331,
"epoch": 0.912,
"grad_norm": 12.5625,
"learning_rate": 1.800740740740741e-05,
"loss": 15.6226,
"mean_token_accuracy": 0.7802051860839129,
"num_tokens": 18869344.0,
"step": 570
},
{
"entropy": 0.9295620009303093,
"epoch": 0.928,
"grad_norm": 12.75,
"learning_rate": 1.7933333333333333e-05,
"loss": 15.5339,
"mean_token_accuracy": 0.7815026968717576,
"num_tokens": 19199834.0,
"step": 580
},
{
"entropy": 0.9112746389582753,
"epoch": 0.944,
"grad_norm": 12.5,
"learning_rate": 1.785925925925926e-05,
"loss": 15.2153,
"mean_token_accuracy": 0.7855059750378132,
"num_tokens": 19525385.0,
"step": 590
},
{
"entropy": 0.9181267462670804,
"epoch": 0.96,
"grad_norm": 12.75,
"learning_rate": 1.7785185185185186e-05,
"loss": 15.3751,
"mean_token_accuracy": 0.7829241104424,
"num_tokens": 19856973.0,
"step": 600
},
{
"epoch": 0.96,
"eval_biology_entropy": 2.594178828239441,
"eval_biology_loss": 2.9207751750946045,
"eval_biology_mean_token_accuracy": 0.5271391036510468,
"eval_biology_num_tokens": 19856973.0,
"eval_biology_runtime": 57.0207,
"eval_biology_samples_per_second": 8.769,
"eval_biology_steps_per_second": 2.192,
"step": 600
},
{
"epoch": 0.96,
"eval_chemistry_entropy": 1.270768217086792,
"eval_chemistry_loss": 1.3242253065109253,
"eval_chemistry_mean_token_accuracy": 0.7280859136581421,
"eval_chemistry_num_tokens": 19856973.0,
"eval_chemistry_runtime": 72.006,
"eval_chemistry_samples_per_second": 6.944,
"eval_chemistry_steps_per_second": 1.736,
"step": 600
},
{
"epoch": 0.96,
"eval_math_entropy": 0.9325860266685486,
"eval_math_loss": 1.1655522584915161,
"eval_math_mean_token_accuracy": 0.7533689908981324,
"eval_math_num_tokens": 19856973.0,
"eval_math_runtime": 74.0585,
"eval_math_samples_per_second": 6.751,
"eval_math_steps_per_second": 1.688,
"step": 600
},
{
"epoch": 0.96,
"eval_physics_entropy": 0.9269161529541016,
"eval_physics_loss": 0.9667912125587463,
"eval_physics_mean_token_accuracy": 0.7814396271705627,
"eval_physics_num_tokens": 19856973.0,
"eval_physics_runtime": 84.5863,
"eval_physics_samples_per_second": 5.911,
"eval_physics_steps_per_second": 1.478,
"step": 600
},
{
"entropy": 0.9162795972079039,
"epoch": 0.976,
"grad_norm": 12.125,
"learning_rate": 1.7711111111111113e-05,
"loss": 15.2813,
"mean_token_accuracy": 0.7860829800367355,
"num_tokens": 20190600.0,
"step": 610
},
{
"entropy": 0.9235894799232482,
"epoch": 0.992,
"grad_norm": 11.5,
"learning_rate": 1.763703703703704e-05,
"loss": 15.4241,
"mean_token_accuracy": 0.784028148651123,
"num_tokens": 20518014.0,
"step": 620
},
{
"entropy": 0.9041305113583803,
"epoch": 1.008,
"grad_norm": 11.0625,
"learning_rate": 1.7562962962962962e-05,
"loss": 14.9099,
"mean_token_accuracy": 0.7884359251707792,
"num_tokens": 20859215.0,
"step": 630
},
{
"entropy": 0.9018714495003224,
"epoch": 1.024,
"grad_norm": 11.1875,
"learning_rate": 1.7488888888888892e-05,
"loss": 15.1658,
"mean_token_accuracy": 0.7857498530298471,
"num_tokens": 21186658.0,
"step": 640
},
{
"entropy": 0.916073745302856,
"epoch": 1.04,
"grad_norm": 10.8125,
"learning_rate": 1.7414814814814815e-05,
"loss": 15.1367,
"mean_token_accuracy": 0.7867844242602586,
"num_tokens": 21517237.0,
"step": 650
},
{
"entropy": 0.8802109774202108,
"epoch": 1.056,
"grad_norm": 11.0,
"learning_rate": 1.7340740740740742e-05,
"loss": 14.7961,
"mean_token_accuracy": 0.7896511305123568,
"num_tokens": 21852528.0,
"step": 660
},
{
"entropy": 0.9102928217500448,
"epoch": 1.072,
"grad_norm": 10.0,
"learning_rate": 1.726666666666667e-05,
"loss": 15.1014,
"mean_token_accuracy": 0.7862772591412067,
"num_tokens": 22192380.0,
"step": 670
},
{
"entropy": 0.9107371259480714,
"epoch": 1.088,
"grad_norm": 13.4375,
"learning_rate": 1.7192592592592595e-05,
"loss": 15.2493,
"mean_token_accuracy": 0.7848471954464913,
"num_tokens": 22517971.0,
"step": 680
},
{
"entropy": 0.8938208010047675,
"epoch": 1.104,
"grad_norm": 10.6875,
"learning_rate": 1.711851851851852e-05,
"loss": 14.9017,
"mean_token_accuracy": 0.7887144055217504,
"num_tokens": 22848694.0,
"step": 690
},
{
"entropy": 0.9129897281527519,
"epoch": 1.12,
"grad_norm": 11.4375,
"learning_rate": 1.7044444444444445e-05,
"loss": 15.2722,
"mean_token_accuracy": 0.7840389590710402,
"num_tokens": 23183889.0,
"step": 700
},
{
"epoch": 1.12,
"eval_biology_entropy": 2.5242818908691405,
"eval_biology_loss": 2.9092111587524414,
"eval_biology_mean_token_accuracy": 0.5278490686416626,
"eval_biology_num_tokens": 23183889.0,
"eval_biology_runtime": 57.2117,
"eval_biology_samples_per_second": 8.739,
"eval_biology_steps_per_second": 2.185,
"step": 700
},
{
"epoch": 1.12,
"eval_chemistry_entropy": 1.2367294158935547,
"eval_chemistry_loss": 1.3155030012130737,
"eval_chemistry_mean_token_accuracy": 0.7286214451789856,
"eval_chemistry_num_tokens": 23183889.0,
"eval_chemistry_runtime": 71.8224,
"eval_chemistry_samples_per_second": 6.962,
"eval_chemistry_steps_per_second": 1.74,
"step": 700
},
{
"epoch": 1.12,
"eval_math_entropy": 0.9127886519432068,
"eval_math_loss": 1.1603002548217773,
"eval_math_mean_token_accuracy": 0.754603410243988,
"eval_math_num_tokens": 23183889.0,
"eval_math_runtime": 74.5403,
"eval_math_samples_per_second": 6.708,
"eval_math_steps_per_second": 1.677,
"step": 700
},
{
"epoch": 1.12,
"eval_physics_entropy": 0.9048804240226745,
"eval_physics_loss": 0.9561019539833069,
"eval_physics_mean_token_accuracy": 0.7832872924804688,
"eval_physics_num_tokens": 23183889.0,
"eval_physics_runtime": 84.6107,
"eval_physics_samples_per_second": 5.909,
"eval_physics_steps_per_second": 1.477,
"step": 700
},
{
"entropy": 0.8741975981742144,
"epoch": 1.1360000000000001,
"grad_norm": 10.1875,
"learning_rate": 1.697037037037037e-05,
"loss": 14.564,
"mean_token_accuracy": 0.7930445209145546,
"num_tokens": 23523903.0,
"step": 710
},
{
"entropy": 0.8917050797492265,
"epoch": 1.152,
"grad_norm": 12.75,
"learning_rate": 1.6896296296296298e-05,
"loss": 14.9557,
"mean_token_accuracy": 0.7896463591605425,
"num_tokens": 23848848.0,
"step": 720
},
{
"entropy": 0.9238279532641173,
"epoch": 1.168,
"grad_norm": 11.6875,
"learning_rate": 1.6822222222222224e-05,
"loss": 15.2756,
"mean_token_accuracy": 0.7821665916591882,
"num_tokens": 24174589.0,
"step": 730
},
{
"entropy": 0.9052068604156375,
"epoch": 1.184,
"grad_norm": 13.5625,
"learning_rate": 1.6748148148148147e-05,
"loss": 15.0924,
"mean_token_accuracy": 0.7870742384344339,
"num_tokens": 24495981.0,
"step": 740
},
{
"entropy": 0.877324876561761,
"epoch": 1.2,
"grad_norm": 11.1875,
"learning_rate": 1.6674074074074077e-05,
"loss": 14.7224,
"mean_token_accuracy": 0.7919886518269778,
"num_tokens": 24826245.0,
"step": 750
},
{
"entropy": 0.9162866469472647,
"epoch": 1.216,
"grad_norm": 14.1875,
"learning_rate": 1.66e-05,
"loss": 15.1252,
"mean_token_accuracy": 0.7850615303963423,
"num_tokens": 25147775.0,
"step": 760
},
{
"entropy": 0.8838450819253921,
"epoch": 1.232,
"grad_norm": 12.1875,
"learning_rate": 1.6525925925925927e-05,
"loss": 14.8829,
"mean_token_accuracy": 0.7893829133361578,
"num_tokens": 25480033.0,
"step": 770
},
{
"entropy": 0.8952008984982968,
"epoch": 1.248,
"grad_norm": 12.875,
"learning_rate": 1.6451851851851853e-05,
"loss": 14.9213,
"mean_token_accuracy": 0.7889137178659439,
"num_tokens": 25811978.0,
"step": 780
},
{
"entropy": 0.8893922835588455,
"epoch": 1.264,
"grad_norm": 12.6875,
"learning_rate": 1.637777777777778e-05,
"loss": 14.7989,
"mean_token_accuracy": 0.7897166382521391,
"num_tokens": 26146299.0,
"step": 790
},
{
"entropy": 0.9172267891466618,
"epoch": 1.28,
"grad_norm": 11.75,
"learning_rate": 1.6303703703703706e-05,
"loss": 15.3289,
"mean_token_accuracy": 0.782142074778676,
"num_tokens": 26478207.0,
"step": 800
},
{
"epoch": 1.28,
"eval_biology_entropy": 2.5403532466888428,
"eval_biology_loss": 2.9071850776672363,
"eval_biology_mean_token_accuracy": 0.529075275182724,
"eval_biology_num_tokens": 26478207.0,
"eval_biology_runtime": 56.934,
"eval_biology_samples_per_second": 8.782,
"eval_biology_steps_per_second": 2.196,
"step": 800
},
{
"epoch": 1.28,
"eval_chemistry_entropy": 1.234187596321106,
"eval_chemistry_loss": 1.306308388710022,
"eval_chemistry_mean_token_accuracy": 0.7299280157089233,
"eval_chemistry_num_tokens": 26478207.0,
"eval_chemistry_runtime": 71.938,
"eval_chemistry_samples_per_second": 6.95,
"eval_chemistry_steps_per_second": 1.738,
"step": 800
},
{
"epoch": 1.28,
"eval_math_entropy": 0.9124487805366516,
"eval_math_loss": 1.1551406383514404,
"eval_math_mean_token_accuracy": 0.7556050124168396,
"eval_math_num_tokens": 26478207.0,
"eval_math_runtime": 75.1703,
"eval_math_samples_per_second": 6.652,
"eval_math_steps_per_second": 1.663,
"step": 800
},
{
"epoch": 1.28,
"eval_physics_entropy": 0.8998128218650818,
"eval_physics_loss": 0.9489150047302246,
"eval_physics_mean_token_accuracy": 0.7840672006607056,
"eval_physics_num_tokens": 26478207.0,
"eval_physics_runtime": 85.0147,
"eval_physics_samples_per_second": 5.881,
"eval_physics_steps_per_second": 1.47,
"step": 800
},
{
"entropy": 0.8760543465614319,
"epoch": 1.296,
"grad_norm": 12.8125,
"learning_rate": 1.622962962962963e-05,
"loss": 14.6611,
"mean_token_accuracy": 0.7923007346689701,
"num_tokens": 26806477.0,
"step": 810
},
{
"entropy": 0.917656009271741,
"epoch": 1.312,
"grad_norm": 13.1875,
"learning_rate": 1.6155555555555556e-05,
"loss": 15.2379,
"mean_token_accuracy": 0.7841715186834335,
"num_tokens": 27137528.0,
"step": 820
},
{
"entropy": 0.8967037841677665,
"epoch": 1.328,
"grad_norm": 13.25,
"learning_rate": 1.6081481481481482e-05,
"loss": 14.9513,
"mean_token_accuracy": 0.7878007985651493,
"num_tokens": 27465859.0,
"step": 830
},
{
"entropy": 0.901091538183391,
"epoch": 1.3439999999999999,
"grad_norm": 13.375,
"learning_rate": 1.600740740740741e-05,
"loss": 15.1044,
"mean_token_accuracy": 0.7861052300781012,
"num_tokens": 27795568.0,
"step": 840
},
{
"entropy": 0.9121165912598371,
"epoch": 1.3599999999999999,
"grad_norm": 11.625,
"learning_rate": 1.5933333333333336e-05,
"loss": 15.0779,
"mean_token_accuracy": 0.7859285034239292,
"num_tokens": 28129988.0,
"step": 850
},
{
"entropy": 0.8819791020825505,
"epoch": 1.376,
"grad_norm": 13.875,
"learning_rate": 1.5859259259259262e-05,
"loss": 14.7997,
"mean_token_accuracy": 0.7886631991714239,
"num_tokens": 28465903.0,
"step": 860
},
{
"entropy": 0.8854727063328027,
"epoch": 1.392,
"grad_norm": 13.25,
"learning_rate": 1.5785185185185185e-05,
"loss": 14.61,
"mean_token_accuracy": 0.7927087835967541,
"num_tokens": 28801554.0,
"step": 870
},
{
"entropy": 0.8729526123031974,
"epoch": 1.408,
"grad_norm": 12.4375,
"learning_rate": 1.571111111111111e-05,
"loss": 14.7562,
"mean_token_accuracy": 0.7899845536798239,
"num_tokens": 29125114.0,
"step": 880
},
{
"entropy": 0.913954821228981,
"epoch": 1.424,
"grad_norm": 10.9375,
"learning_rate": 1.5637037037037038e-05,
"loss": 15.2188,
"mean_token_accuracy": 0.783445942774415,
"num_tokens": 29454334.0,
"step": 890
},
{
"entropy": 0.8652864851057529,
"epoch": 1.44,
"grad_norm": 12.1875,
"learning_rate": 1.5562962962962965e-05,
"loss": 14.3528,
"mean_token_accuracy": 0.794481047987938,
"num_tokens": 29789253.0,
"step": 900
},
{
"epoch": 1.44,
"eval_biology_entropy": 2.4760996789932253,
"eval_biology_loss": 2.897955894470215,
"eval_biology_mean_token_accuracy": 0.5296812095642089,
"eval_biology_num_tokens": 29789253.0,
"eval_biology_runtime": 57.0842,
"eval_biology_samples_per_second": 8.759,
"eval_biology_steps_per_second": 2.19,
"step": 900
},
{
"epoch": 1.44,
"eval_chemistry_entropy": 1.2120891718864442,
"eval_chemistry_loss": 1.2991372346878052,
"eval_chemistry_mean_token_accuracy": 0.7307901701927185,
"eval_chemistry_num_tokens": 29789253.0,
"eval_chemistry_runtime": 71.5779,
"eval_chemistry_samples_per_second": 6.985,
"eval_chemistry_steps_per_second": 1.746,
"step": 900
},
{
"epoch": 1.44,
"eval_math_entropy": 0.9021294908523559,
"eval_math_loss": 1.1532059907913208,
"eval_math_mean_token_accuracy": 0.755294855594635,
"eval_math_num_tokens": 29789253.0,
"eval_math_runtime": 74.8641,
"eval_math_samples_per_second": 6.679,
"eval_math_steps_per_second": 1.67,
"step": 900
},
{
"epoch": 1.44,
"eval_physics_entropy": 0.8853664617538453,
"eval_physics_loss": 0.9413084983825684,
"eval_physics_mean_token_accuracy": 0.7854379539489746,
"eval_physics_num_tokens": 29789253.0,
"eval_physics_runtime": 84.3345,
"eval_physics_samples_per_second": 5.929,
"eval_physics_steps_per_second": 1.482,
"step": 900
},
{
"entropy": 0.8592871313914656,
"epoch": 1.456,
"grad_norm": 10.5,
"learning_rate": 1.548888888888889e-05,
"loss": 14.4092,
"mean_token_accuracy": 0.7947866775095462,
"num_tokens": 30128576.0,
"step": 910
},
{
"entropy": 0.9165356293320656,
"epoch": 1.472,
"grad_norm": 12.8125,
"learning_rate": 1.5414814814814814e-05,
"loss": 15.368,
"mean_token_accuracy": 0.7829437594860792,
"num_tokens": 30452719.0,
"step": 920
},
{
"entropy": 0.9012311644852161,
"epoch": 1.488,
"grad_norm": 10.9375,
"learning_rate": 1.5340740740740744e-05,
"loss": 14.9137,
"mean_token_accuracy": 0.7879349775612354,
"num_tokens": 30782343.0,
"step": 930
},
{
"entropy": 0.8793585889041424,
"epoch": 1.504,
"grad_norm": 11.75,
"learning_rate": 1.5266666666666667e-05,
"loss": 14.6612,
"mean_token_accuracy": 0.7913552910089493,
"num_tokens": 31113238.0,
"step": 940
},
{
"entropy": 0.896404268220067,
"epoch": 1.52,
"grad_norm": 12.25,
"learning_rate": 1.5192592592592594e-05,
"loss": 15.0177,
"mean_token_accuracy": 0.7869206938892603,
"num_tokens": 31444589.0,
"step": 950
},
{
"entropy": 0.9115363927558064,
"epoch": 1.536,
"grad_norm": 13.625,
"learning_rate": 1.5118518518518519e-05,
"loss": 15.1508,
"mean_token_accuracy": 0.7850655887275935,
"num_tokens": 31774137.0,
"step": 960
},
{
"entropy": 0.8715274870395661,
"epoch": 1.552,
"grad_norm": 12.5,
"learning_rate": 1.5044444444444445e-05,
"loss": 14.4724,
"mean_token_accuracy": 0.7919801536947488,
"num_tokens": 32101776.0,
"step": 970
},
{
"entropy": 0.8716113748028874,
"epoch": 1.568,
"grad_norm": 11.9375,
"learning_rate": 1.497037037037037e-05,
"loss": 14.5441,
"mean_token_accuracy": 0.7928904049098492,
"num_tokens": 32428021.0,
"step": 980
},
{
"entropy": 0.9078653456643224,
"epoch": 1.584,
"grad_norm": 12.375,
"learning_rate": 1.4896296296296298e-05,
"loss": 15.1365,
"mean_token_accuracy": 0.7834811493754387,
"num_tokens": 32752735.0,
"step": 990
},
{
"entropy": 0.8948801588267088,
"epoch": 1.6,
"grad_norm": 11.4375,
"learning_rate": 1.4822222222222225e-05,
"loss": 14.975,
"mean_token_accuracy": 0.7872815534472466,
"num_tokens": 33075822.0,
"step": 1000
},
{
"epoch": 1.6,
"eval_biology_entropy": 2.508749726295471,
"eval_biology_loss": 2.8778915405273438,
"eval_biology_mean_token_accuracy": 0.5310802006721497,
"eval_biology_num_tokens": 33075822.0,
"eval_biology_runtime": 57.246,
"eval_biology_samples_per_second": 8.734,
"eval_biology_steps_per_second": 2.184,
"step": 1000
},
{
"epoch": 1.6,
"eval_chemistry_entropy": 1.2282180700302123,
"eval_chemistry_loss": 1.2942099571228027,
"eval_chemistry_mean_token_accuracy": 0.7318216099739074,
"eval_chemistry_num_tokens": 33075822.0,
"eval_chemistry_runtime": 71.0784,
"eval_chemistry_samples_per_second": 7.034,
"eval_chemistry_steps_per_second": 1.759,
"step": 1000
},
{
"epoch": 1.6,
"eval_math_entropy": 0.9116221733093262,
"eval_math_loss": 1.1501303911209106,
"eval_math_mean_token_accuracy": 0.7557219748497009,
"eval_math_num_tokens": 33075822.0,
"eval_math_runtime": 74.8337,
"eval_math_samples_per_second": 6.681,
"eval_math_steps_per_second": 1.67,
"step": 1000
},
{
"epoch": 1.6,
"eval_physics_entropy": 0.8932713055610657,
"eval_physics_loss": 0.9365818500518799,
"eval_physics_mean_token_accuracy": 0.785537106513977,
"eval_physics_num_tokens": 33075822.0,
"eval_physics_runtime": 84.6443,
"eval_physics_samples_per_second": 5.907,
"eval_physics_steps_per_second": 1.477,
"step": 1000
},
{
"entropy": 0.8604803189635277,
"epoch": 1.616,
"grad_norm": 12.5,
"learning_rate": 1.474814814814815e-05,
"loss": 14.3639,
"mean_token_accuracy": 0.7951964545994997,
"num_tokens": 33411850.0,
"step": 1010
},
{
"entropy": 0.8778028018772602,
"epoch": 1.6320000000000001,
"grad_norm": 12.5625,
"learning_rate": 1.4674074074074076e-05,
"loss": 14.6452,
"mean_token_accuracy": 0.7921328764408827,
"num_tokens": 33739456.0,
"step": 1020
},
{
"entropy": 0.853967827372253,
"epoch": 1.6480000000000001,
"grad_norm": 12.375,
"learning_rate": 1.46e-05,
"loss": 14.2504,
"mean_token_accuracy": 0.7954076964408159,
"num_tokens": 34072022.0,
"step": 1030
},
{
"entropy": 0.8785163436084986,
"epoch": 1.6640000000000001,
"grad_norm": 13.5625,
"learning_rate": 1.4525925925925927e-05,
"loss": 14.7032,
"mean_token_accuracy": 0.7915361914783716,
"num_tokens": 34398959.0,
"step": 1040
},
{
"entropy": 0.8694784231483936,
"epoch": 1.6800000000000002,
"grad_norm": 11.1875,
"learning_rate": 1.4451851851851852e-05,
"loss": 14.3839,
"mean_token_accuracy": 0.7940326742827892,
"num_tokens": 34732284.0,
"step": 1050
},
{
"entropy": 0.8717694684863091,
"epoch": 1.696,
"grad_norm": 13.1875,
"learning_rate": 1.4377777777777779e-05,
"loss": 14.6494,
"mean_token_accuracy": 0.7915462471544743,
"num_tokens": 35053712.0,
"step": 1060
},
{
"entropy": 0.8986424550414085,
"epoch": 1.712,
"grad_norm": 14.4375,
"learning_rate": 1.4303703703703703e-05,
"loss": 14.8976,
"mean_token_accuracy": 0.7876383919268847,
"num_tokens": 35393088.0,
"step": 1070
},
{
"entropy": 0.8717451239004731,
"epoch": 1.728,
"grad_norm": 12.6875,
"learning_rate": 1.4229629629629632e-05,
"loss": 14.5646,
"mean_token_accuracy": 0.7918220609426498,
"num_tokens": 35729007.0,
"step": 1080
},
{
"entropy": 0.8697011994197965,
"epoch": 1.744,
"grad_norm": 13.5,
"learning_rate": 1.4155555555555556e-05,
"loss": 14.5182,
"mean_token_accuracy": 0.7922107793390751,
"num_tokens": 36072489.0,
"step": 1090
},
{
"entropy": 0.8740223359316588,
"epoch": 1.76,
"grad_norm": 12.0,
"learning_rate": 1.4081481481481483e-05,
"loss": 14.4753,
"mean_token_accuracy": 0.7926081418991089,
"num_tokens": 36398285.0,
"step": 1100
},
{
"epoch": 1.76,
"eval_biology_entropy": 2.487686212539673,
"eval_biology_loss": 2.874035120010376,
"eval_biology_mean_token_accuracy": 0.5334258432388306,
"eval_biology_num_tokens": 36398285.0,
"eval_biology_runtime": 57.5039,
"eval_biology_samples_per_second": 8.695,
"eval_biology_steps_per_second": 2.174,
"step": 1100
},
{
"epoch": 1.76,
"eval_chemistry_entropy": 1.2144387559890748,
"eval_chemistry_loss": 1.29018235206604,
"eval_chemistry_mean_token_accuracy": 0.7329304647445679,
"eval_chemistry_num_tokens": 36398285.0,
"eval_chemistry_runtime": 71.5726,
"eval_chemistry_samples_per_second": 6.986,
"eval_chemistry_steps_per_second": 1.746,
"step": 1100
},
{
"epoch": 1.76,
"eval_math_entropy": 0.9051191382408142,
"eval_math_loss": 1.1472207307815552,
"eval_math_mean_token_accuracy": 0.7566594734191895,
"eval_math_num_tokens": 36398285.0,
"eval_math_runtime": 74.0714,
"eval_math_samples_per_second": 6.75,
"eval_math_steps_per_second": 1.688,
"step": 1100
},
{
"epoch": 1.76,
"eval_physics_entropy": 0.8845951933860778,
"eval_physics_loss": 0.9326092600822449,
"eval_physics_mean_token_accuracy": 0.7863762426376343,
"eval_physics_num_tokens": 36398285.0,
"eval_physics_runtime": 84.7278,
"eval_physics_samples_per_second": 5.901,
"eval_physics_steps_per_second": 1.475,
"step": 1100
},
{
"entropy": 0.9020034002140165,
"epoch": 1.776,
"grad_norm": 12.625,
"learning_rate": 1.400740740740741e-05,
"loss": 15.0724,
"mean_token_accuracy": 0.7856271650642157,
"num_tokens": 36730479.0,
"step": 1110
},
{
"entropy": 0.862918908149004,
"epoch": 1.792,
"grad_norm": 14.6875,
"learning_rate": 1.3933333333333334e-05,
"loss": 14.5005,
"mean_token_accuracy": 0.7926642511039972,
"num_tokens": 37057425.0,
"step": 1120
},
{
"entropy": 0.8617109794169664,
"epoch": 1.808,
"grad_norm": 11.8125,
"learning_rate": 1.385925925925926e-05,
"loss": 14.2625,
"mean_token_accuracy": 0.7952517606317997,
"num_tokens": 37395449.0,
"step": 1130
},
{
"entropy": 0.8684184370562434,
"epoch": 1.8239999999999998,
"grad_norm": 12.5,
"learning_rate": 1.3785185185185186e-05,
"loss": 14.5241,
"mean_token_accuracy": 0.7931536667048931,
"num_tokens": 37729535.0,
"step": 1140
},
{
"entropy": 0.8654272655025125,
"epoch": 1.8399999999999999,
"grad_norm": 12.4375,
"learning_rate": 1.3711111111111112e-05,
"loss": 14.4054,
"mean_token_accuracy": 0.7938401244580746,
"num_tokens": 38057839.0,
"step": 1150
},
{
"entropy": 0.86546247061342,
"epoch": 1.8559999999999999,
"grad_norm": 13.4375,
"learning_rate": 1.3637037037037037e-05,
"loss": 14.4546,
"mean_token_accuracy": 0.7931617993861437,
"num_tokens": 38398033.0,
"step": 1160
},
{
"entropy": 0.8690170094370842,
"epoch": 1.8719999999999999,
"grad_norm": 11.8125,
"learning_rate": 1.3562962962962965e-05,
"loss": 14.4475,
"mean_token_accuracy": 0.7915640283375979,
"num_tokens": 38729203.0,
"step": 1170
},
{
"entropy": 0.8866201037541032,
"epoch": 1.888,
"grad_norm": 13.0625,
"learning_rate": 1.3488888888888888e-05,
"loss": 14.8192,
"mean_token_accuracy": 0.7894200544804335,
"num_tokens": 39058791.0,
"step": 1180
},
{
"entropy": 0.8984544143080712,
"epoch": 1.904,
"grad_norm": 12.25,
"learning_rate": 1.3414814814814817e-05,
"loss": 15.0873,
"mean_token_accuracy": 0.7861377280205488,
"num_tokens": 39386170.0,
"step": 1190
},
{
"entropy": 0.9040035644546152,
"epoch": 1.92,
"grad_norm": 12.0625,
"learning_rate": 1.3340740740740741e-05,
"loss": 14.9941,
"mean_token_accuracy": 0.7868796121329069,
"num_tokens": 39710381.0,
"step": 1200
},
{
"epoch": 1.92,
"eval_biology_entropy": 2.485040246009827,
"eval_biology_loss": 2.8711678981781006,
"eval_biology_mean_token_accuracy": 0.5342430763244629,
"eval_biology_num_tokens": 39710381.0,
"eval_biology_runtime": 57.5639,
"eval_biology_samples_per_second": 8.686,
"eval_biology_steps_per_second": 2.171,
"step": 1200
},
{
"epoch": 1.92,
"eval_chemistry_entropy": 1.208739689350128,
"eval_chemistry_loss": 1.285979151725769,
"eval_chemistry_mean_token_accuracy": 0.7334310331344605,
"eval_chemistry_num_tokens": 39710381.0,
"eval_chemistry_runtime": 71.5821,
"eval_chemistry_samples_per_second": 6.985,
"eval_chemistry_steps_per_second": 1.746,
"step": 1200
},
{
"epoch": 1.92,
"eval_math_entropy": 0.9018509998321533,
"eval_math_loss": 1.1460354328155518,
"eval_math_mean_token_accuracy": 0.7567954559326172,
"eval_math_num_tokens": 39710381.0,
"eval_math_runtime": 75.1131,
"eval_math_samples_per_second": 6.657,
"eval_math_steps_per_second": 1.664,
"step": 1200
},
{
"epoch": 1.92,
"eval_physics_entropy": 0.8798905625343323,
"eval_physics_loss": 0.929322361946106,
"eval_physics_mean_token_accuracy": 0.787430817604065,
"eval_physics_num_tokens": 39710381.0,
"eval_physics_runtime": 84.784,
"eval_physics_samples_per_second": 5.897,
"eval_physics_steps_per_second": 1.474,
"step": 1200
},
{
"entropy": 0.8708227036520839,
"epoch": 1.936,
"grad_norm": 13.8125,
"learning_rate": 1.3266666666666668e-05,
"loss": 14.626,
"mean_token_accuracy": 0.7907645083963871,
"num_tokens": 40043354.0,
"step": 1210
},
{
"entropy": 0.8374214060604572,
"epoch": 1.952,
"grad_norm": 11.5,
"learning_rate": 1.3192592592592594e-05,
"loss": 13.9343,
"mean_token_accuracy": 0.7994464814662934,
"num_tokens": 40375790.0,
"step": 1220
},
{
"entropy": 0.8776708476245403,
"epoch": 1.968,
"grad_norm": 12.25,
"learning_rate": 1.311851851851852e-05,
"loss": 14.5653,
"mean_token_accuracy": 0.7916903175413609,
"num_tokens": 40705451.0,
"step": 1230
},
{
"entropy": 0.8854383405297994,
"epoch": 1.984,
"grad_norm": 13.0,
"learning_rate": 1.3044444444444446e-05,
"loss": 14.7486,
"mean_token_accuracy": 0.7898764718323946,
"num_tokens": 41040313.0,
"step": 1240
},
{
"entropy": 0.879773647710681,
"epoch": 2.0,
"grad_norm": 12.6875,
"learning_rate": 1.297037037037037e-05,
"loss": 14.6916,
"mean_token_accuracy": 0.7911134500056505,
"num_tokens": 41373608.0,
"step": 1250
},
{
"entropy": 0.8601289037615061,
"epoch": 2.016,
"grad_norm": 10.5625,
"learning_rate": 1.2896296296296299e-05,
"loss": 14.1908,
"mean_token_accuracy": 0.7955393616110087,
"num_tokens": 41708226.0,
"step": 1260
},
{
"entropy": 0.8542119370773434,
"epoch": 2.032,
"grad_norm": 11.4375,
"learning_rate": 1.2822222222222222e-05,
"loss": 14.2867,
"mean_token_accuracy": 0.7959718242287636,
"num_tokens": 42045433.0,
"step": 1270
},
{
"entropy": 0.8921715309843421,
"epoch": 2.048,
"grad_norm": 13.1875,
"learning_rate": 1.274814814814815e-05,
"loss": 14.8772,
"mean_token_accuracy": 0.7874497707933188,
"num_tokens": 42372694.0,
"step": 1280
},
{
"entropy": 0.8619997894391418,
"epoch": 2.064,
"grad_norm": 12.375,
"learning_rate": 1.2674074074074075e-05,
"loss": 14.2556,
"mean_token_accuracy": 0.7947564154863358,
"num_tokens": 42710240.0,
"step": 1290
},
{
"entropy": 0.8751549379900098,
"epoch": 2.08,
"grad_norm": 11.5625,
"learning_rate": 1.2600000000000001e-05,
"loss": 14.6573,
"mean_token_accuracy": 0.7916811484843492,
"num_tokens": 43037844.0,
"step": 1300
},
{
"epoch": 2.08,
"eval_biology_entropy": 2.5093424930572508,
"eval_biology_loss": 2.864481210708618,
"eval_biology_mean_token_accuracy": 0.533148678779602,
"eval_biology_num_tokens": 43037844.0,
"eval_biology_runtime": 57.534,
"eval_biology_samples_per_second": 8.691,
"eval_biology_steps_per_second": 2.173,
"step": 1300
},
{
"epoch": 2.08,
"eval_chemistry_entropy": 1.2106250019073486,
"eval_chemistry_loss": 1.2846547365188599,
"eval_chemistry_mean_token_accuracy": 0.7332292509078979,
"eval_chemistry_num_tokens": 43037844.0,
"eval_chemistry_runtime": 71.3949,
"eval_chemistry_samples_per_second": 7.003,
"eval_chemistry_steps_per_second": 1.751,
"step": 1300
},
{
"epoch": 2.08,
"eval_math_entropy": 0.9025118923187256,
"eval_math_loss": 1.1455634832382202,
"eval_math_mean_token_accuracy": 0.7569516344070435,
"eval_math_num_tokens": 43037844.0,
"eval_math_runtime": 75.2696,
"eval_math_samples_per_second": 6.643,
"eval_math_steps_per_second": 1.661,
"step": 1300
},
{
"epoch": 2.08,
"eval_physics_entropy": 0.8776944227218628,
"eval_physics_loss": 0.9265705943107605,
"eval_physics_mean_token_accuracy": 0.7875892186164856,
"eval_physics_num_tokens": 43037844.0,
"eval_physics_runtime": 85.0265,
"eval_physics_samples_per_second": 5.881,
"eval_physics_steps_per_second": 1.47,
"step": 1300
},
{
"entropy": 0.8755308095365762,
"epoch": 2.096,
"grad_norm": 12.9375,
"learning_rate": 1.2525925925925928e-05,
"loss": 14.5668,
"mean_token_accuracy": 0.7918181721121073,
"num_tokens": 43368675.0,
"step": 1310
},
{
"entropy": 0.8589686010032892,
"epoch": 2.112,
"grad_norm": 12.25,
"learning_rate": 1.2451851851851853e-05,
"loss": 14.3302,
"mean_token_accuracy": 0.7948925741016865,
"num_tokens": 43699544.0,
"step": 1320
},
{
"entropy": 0.8743958847597242,
"epoch": 2.128,
"grad_norm": 12.3125,
"learning_rate": 1.237777777777778e-05,
"loss": 14.5493,
"mean_token_accuracy": 0.7907001547515392,
"num_tokens": 44012632.0,
"step": 1330
},
{
"entropy": 0.8594208642840385,
"epoch": 2.144,
"grad_norm": 11.0625,
"learning_rate": 1.2303703703703704e-05,
"loss": 14.3324,
"mean_token_accuracy": 0.7929412983357906,
"num_tokens": 44349732.0,
"step": 1340
},
{
"entropy": 0.8937922870740295,
"epoch": 2.16,
"grad_norm": 12.625,
"learning_rate": 1.222962962962963e-05,
"loss": 14.8834,
"mean_token_accuracy": 0.7873219456523657,
"num_tokens": 44680410.0,
"step": 1350
},
{
"entropy": 0.8523136384785175,
"epoch": 2.176,
"grad_norm": 11.25,
"learning_rate": 1.2155555555555555e-05,
"loss": 14.2544,
"mean_token_accuracy": 0.7959212839603425,
"num_tokens": 45017922.0,
"step": 1360
},
{
"entropy": 0.8626351818442345,
"epoch": 2.192,
"grad_norm": 12.1875,
"learning_rate": 1.2081481481481484e-05,
"loss": 14.276,
"mean_token_accuracy": 0.7951519623398781,
"num_tokens": 45348179.0,
"step": 1370
},
{
"entropy": 0.8525467690080404,
"epoch": 2.208,
"grad_norm": 12.8125,
"learning_rate": 1.2007407407407408e-05,
"loss": 14.2013,
"mean_token_accuracy": 0.7966051142662763,
"num_tokens": 45678397.0,
"step": 1380
},
{
"entropy": 0.8527483340352774,
"epoch": 2.224,
"grad_norm": 11.5625,
"learning_rate": 1.1933333333333335e-05,
"loss": 14.2627,
"mean_token_accuracy": 0.7949573740363121,
"num_tokens": 46010052.0,
"step": 1390
},
{
"entropy": 0.855360858142376,
"epoch": 2.24,
"grad_norm": 11.4375,
"learning_rate": 1.185925925925926e-05,
"loss": 14.2457,
"mean_token_accuracy": 0.7951466862112284,
"num_tokens": 46347116.0,
"step": 1400
},
{
"epoch": 2.24,
"eval_biology_entropy": 2.5089185886383056,
"eval_biology_loss": 2.863374948501587,
"eval_biology_mean_token_accuracy": 0.5349591159820557,
"eval_biology_num_tokens": 46347116.0,
"eval_biology_runtime": 57.3344,
"eval_biology_samples_per_second": 8.721,
"eval_biology_steps_per_second": 2.18,
"step": 1400
},
{
"epoch": 2.24,
"eval_chemistry_entropy": 1.2185512976646424,
"eval_chemistry_loss": 1.2818259000778198,
"eval_chemistry_mean_token_accuracy": 0.7342271280288696,
"eval_chemistry_num_tokens": 46347116.0,
"eval_chemistry_runtime": 71.4639,
"eval_chemistry_samples_per_second": 6.997,
"eval_chemistry_steps_per_second": 1.749,
"step": 1400
},
{
"epoch": 2.24,
"eval_math_entropy": 0.9067861828804016,
"eval_math_loss": 1.1431993246078491,
"eval_math_mean_token_accuracy": 0.7572210087776184,
"eval_math_num_tokens": 46347116.0,
"eval_math_runtime": 75.3577,
"eval_math_samples_per_second": 6.635,
"eval_math_steps_per_second": 1.659,
"step": 1400
},
{
"epoch": 2.24,
"eval_physics_entropy": 0.8840774774551392,
"eval_physics_loss": 0.9245942234992981,
"eval_physics_mean_token_accuracy": 0.7878187990188599,
"eval_physics_num_tokens": 46347116.0,
"eval_physics_runtime": 84.9011,
"eval_physics_samples_per_second": 5.889,
"eval_physics_steps_per_second": 1.472,
"step": 1400
},
{
"entropy": 0.9004593985155225,
"epoch": 2.2560000000000002,
"grad_norm": 13.4375,
"learning_rate": 1.1785185185185186e-05,
"loss": 14.9385,
"mean_token_accuracy": 0.7881197012960911,
"num_tokens": 46673074.0,
"step": 1410
},
{
"entropy": 0.8454325065016747,
"epoch": 2.2720000000000002,
"grad_norm": 12.125,
"learning_rate": 1.1711111111111113e-05,
"loss": 14.0933,
"mean_token_accuracy": 0.7979227758944034,
"num_tokens": 47009386.0,
"step": 1420
},
{
"entropy": 0.8827449329197407,
"epoch": 2.288,
"grad_norm": 12.25,
"learning_rate": 1.1637037037037037e-05,
"loss": 14.712,
"mean_token_accuracy": 0.7902342595160008,
"num_tokens": 47344231.0,
"step": 1430
},
{
"entropy": 0.8806605780497193,
"epoch": 2.304,
"grad_norm": 13.4375,
"learning_rate": 1.1562962962962964e-05,
"loss": 14.5674,
"mean_token_accuracy": 0.7924861270934344,
"num_tokens": 47658392.0,
"step": 1440
},
{
"entropy": 0.859540069103241,
"epoch": 2.32,
"grad_norm": 12.1875,
"learning_rate": 1.1488888888888889e-05,
"loss": 14.3445,
"mean_token_accuracy": 0.7936220798641443,
"num_tokens": 47995015.0,
"step": 1450
},
{
"entropy": 0.8417845372110605,
"epoch": 2.336,
"grad_norm": 11.8125,
"learning_rate": 1.1414814814814817e-05,
"loss": 14.0115,
"mean_token_accuracy": 0.7978896964341402,
"num_tokens": 48336708.0,
"step": 1460
},
{
"entropy": 0.8409199349582195,
"epoch": 2.352,
"grad_norm": 11.5,
"learning_rate": 1.1340740740740742e-05,
"loss": 13.9932,
"mean_token_accuracy": 0.7971417736262083,
"num_tokens": 48665311.0,
"step": 1470
},
{
"entropy": 0.8575670935213566,
"epoch": 2.368,
"grad_norm": 11.75,
"learning_rate": 1.1266666666666668e-05,
"loss": 14.3902,
"mean_token_accuracy": 0.7932044431567192,
"num_tokens": 49005334.0,
"step": 1480
},
{
"entropy": 0.8846392493695021,
"epoch": 2.384,
"grad_norm": 13.5,
"learning_rate": 1.1192592592592593e-05,
"loss": 14.5912,
"mean_token_accuracy": 0.7901103302836419,
"num_tokens": 49331936.0,
"step": 1490
},
{
"entropy": 0.8669425016269088,
"epoch": 2.4,
"grad_norm": 12.4375,
"learning_rate": 1.111851851851852e-05,
"loss": 14.4765,
"mean_token_accuracy": 0.7921019058674574,
"num_tokens": 49671048.0,
"step": 1500
},
{
"epoch": 2.4,
"eval_biology_entropy": 2.456291440010071,
"eval_biology_loss": 2.8605849742889404,
"eval_biology_mean_token_accuracy": 0.5338850898742675,
"eval_biology_num_tokens": 49671048.0,
"eval_biology_runtime": 57.1011,
"eval_biology_samples_per_second": 8.756,
"eval_biology_steps_per_second": 2.189,
"step": 1500
},
{
"epoch": 2.4,
"eval_chemistry_entropy": 1.1939663624763488,
"eval_chemistry_loss": 1.280471682548523,
"eval_chemistry_mean_token_accuracy": 0.7337013077735901,
"eval_chemistry_num_tokens": 49671048.0,
"eval_chemistry_runtime": 71.0078,
"eval_chemistry_samples_per_second": 7.041,
"eval_chemistry_steps_per_second": 1.76,
"step": 1500
},
{
"epoch": 2.4,
"eval_math_entropy": 0.8943547616004944,
"eval_math_loss": 1.1426331996917725,
"eval_math_mean_token_accuracy": 0.7575869603157044,
"eval_math_num_tokens": 49671048.0,
"eval_math_runtime": 74.2145,
"eval_math_samples_per_second": 6.737,
"eval_math_steps_per_second": 1.684,
"step": 1500
},
{
"epoch": 2.4,
"eval_physics_entropy": 0.8692562022209167,
"eval_physics_loss": 0.9228239059448242,
"eval_physics_mean_token_accuracy": 0.7882768630981445,
"eval_physics_num_tokens": 49671048.0,
"eval_physics_runtime": 85.556,
"eval_physics_samples_per_second": 5.844,
"eval_physics_steps_per_second": 1.461,
"step": 1500
},
{
"entropy": 0.8500566266477108,
"epoch": 2.416,
"grad_norm": 11.4375,
"learning_rate": 1.1044444444444444e-05,
"loss": 14.158,
"mean_token_accuracy": 0.7961105518043041,
"num_tokens": 50018182.0,
"step": 1510
},
{
"entropy": 0.8643727529793978,
"epoch": 2.432,
"grad_norm": 12.75,
"learning_rate": 1.0970370370370371e-05,
"loss": 14.4046,
"mean_token_accuracy": 0.7947129063308239,
"num_tokens": 50341187.0,
"step": 1520
},
{
"entropy": 0.8951457351446152,
"epoch": 2.448,
"grad_norm": 11.25,
"learning_rate": 1.0896296296296298e-05,
"loss": 14.8649,
"mean_token_accuracy": 0.7867488101124763,
"num_tokens": 50667019.0,
"step": 1530
},
{
"entropy": 0.8816273506730795,
"epoch": 2.464,
"grad_norm": 12.8125,
"learning_rate": 1.0822222222222222e-05,
"loss": 14.6,
"mean_token_accuracy": 0.7916153628379107,
"num_tokens": 50991113.0,
"step": 1540
},
{
"entropy": 0.8664202645421029,
"epoch": 2.48,
"grad_norm": 12.3125,
"learning_rate": 1.074814814814815e-05,
"loss": 14.5346,
"mean_token_accuracy": 0.7921106025576592,
"num_tokens": 51319624.0,
"step": 1550
},
{
"entropy": 0.8818996708840132,
"epoch": 2.496,
"grad_norm": 11.625,
"learning_rate": 1.0674074074074074e-05,
"loss": 14.6185,
"mean_token_accuracy": 0.7901674829423427,
"num_tokens": 51654633.0,
"step": 1560
},
{
"entropy": 0.8544634876772761,
"epoch": 2.512,
"grad_norm": 13.25,
"learning_rate": 1.0600000000000002e-05,
"loss": 14.2895,
"mean_token_accuracy": 0.7949651554226875,
"num_tokens": 51980051.0,
"step": 1570
},
{
"entropy": 0.8599010031670332,
"epoch": 2.528,
"grad_norm": 11.5625,
"learning_rate": 1.0525925925925927e-05,
"loss": 14.2789,
"mean_token_accuracy": 0.7945577628910542,
"num_tokens": 52316109.0,
"step": 1580
},
{
"entropy": 0.8746189616620541,
"epoch": 2.544,
"grad_norm": 13.6875,
"learning_rate": 1.0451851851851853e-05,
"loss": 14.6318,
"mean_token_accuracy": 0.7903719995170831,
"num_tokens": 52634528.0,
"step": 1590
},
{
"entropy": 0.8605435255914926,
"epoch": 2.56,
"grad_norm": 12.0,
"learning_rate": 1.0377777777777778e-05,
"loss": 14.3017,
"mean_token_accuracy": 0.7939822390675545,
"num_tokens": 52964035.0,
"step": 1600
},
{
"epoch": 2.56,
"eval_biology_entropy": 2.439929902076721,
"eval_biology_loss": 2.855186939239502,
"eval_biology_mean_token_accuracy": 0.5345207722187042,
"eval_biology_num_tokens": 52964035.0,
"eval_biology_runtime": 57.4094,
"eval_biology_samples_per_second": 8.709,
"eval_biology_steps_per_second": 2.177,
"step": 1600
},
{
"epoch": 2.56,
"eval_chemistry_entropy": 1.1931069812774657,
"eval_chemistry_loss": 1.278794527053833,
"eval_chemistry_mean_token_accuracy": 0.7340463919639587,
"eval_chemistry_num_tokens": 52964035.0,
"eval_chemistry_runtime": 71.3365,
"eval_chemistry_samples_per_second": 7.009,
"eval_chemistry_steps_per_second": 1.752,
"step": 1600
},
{
"epoch": 2.56,
"eval_math_entropy": 0.8954266090393066,
"eval_math_loss": 1.1417946815490723,
"eval_math_mean_token_accuracy": 0.7577371735572815,
"eval_math_num_tokens": 52964035.0,
"eval_math_runtime": 74.3663,
"eval_math_samples_per_second": 6.723,
"eval_math_steps_per_second": 1.681,
"step": 1600
},
{
"epoch": 2.56,
"eval_physics_entropy": 0.8706050214767456,
"eval_physics_loss": 0.9212888479232788,
"eval_physics_mean_token_accuracy": 0.7886158428192138,
"eval_physics_num_tokens": 52964035.0,
"eval_physics_runtime": 85.0105,
"eval_physics_samples_per_second": 5.882,
"eval_physics_steps_per_second": 1.47,
"step": 1600
},
{
"entropy": 0.8518974561244249,
"epoch": 2.576,
"grad_norm": 12.8125,
"learning_rate": 1.0303703703703705e-05,
"loss": 14.1697,
"mean_token_accuracy": 0.7962028808891773,
"num_tokens": 53293345.0,
"step": 1610
},
{
"entropy": 0.8667042430490255,
"epoch": 2.592,
"grad_norm": 10.625,
"learning_rate": 1.0229629629629631e-05,
"loss": 14.4307,
"mean_token_accuracy": 0.7936250735074282,
"num_tokens": 53620896.0,
"step": 1620
},
{
"entropy": 0.8402661351487041,
"epoch": 2.608,
"grad_norm": 11.25,
"learning_rate": 1.0155555555555556e-05,
"loss": 14.021,
"mean_token_accuracy": 0.7978927873075008,
"num_tokens": 53950989.0,
"step": 1630
},
{
"entropy": 0.8603313663974405,
"epoch": 2.624,
"grad_norm": 11.125,
"learning_rate": 1.0081481481481484e-05,
"loss": 14.3819,
"mean_token_accuracy": 0.7938243903219699,
"num_tokens": 54282732.0,
"step": 1640
},
{
"entropy": 0.8600944321602583,
"epoch": 2.64,
"grad_norm": 12.8125,
"learning_rate": 1.0007407407407407e-05,
"loss": 14.2866,
"mean_token_accuracy": 0.7947955295443535,
"num_tokens": 54609748.0,
"step": 1650
},
{
"entropy": 0.8892827957868576,
"epoch": 2.656,
"grad_norm": 12.5625,
"learning_rate": 9.933333333333334e-06,
"loss": 14.8315,
"mean_token_accuracy": 0.7884532894939185,
"num_tokens": 54953583.0,
"step": 1660
},
{
"entropy": 0.867825073376298,
"epoch": 2.672,
"grad_norm": 12.0,
"learning_rate": 9.85925925925926e-06,
"loss": 14.4804,
"mean_token_accuracy": 0.791333881765604,
"num_tokens": 55281945.0,
"step": 1670
},
{
"entropy": 0.8512159805744887,
"epoch": 2.6879999999999997,
"grad_norm": 12.0625,
"learning_rate": 9.785185185185187e-06,
"loss": 14.0027,
"mean_token_accuracy": 0.798706853762269,
"num_tokens": 55612391.0,
"step": 1680
},
{
"entropy": 0.8470454571768642,
"epoch": 2.7039999999999997,
"grad_norm": 11.25,
"learning_rate": 9.711111111111111e-06,
"loss": 14.2474,
"mean_token_accuracy": 0.7953305941075086,
"num_tokens": 55949791.0,
"step": 1690
},
{
"entropy": 0.8569748856127262,
"epoch": 2.7199999999999998,
"grad_norm": 14.625,
"learning_rate": 9.637037037037038e-06,
"loss": 14.2518,
"mean_token_accuracy": 0.7947139970958232,
"num_tokens": 56282204.0,
"step": 1700
},
{
"epoch": 2.7199999999999998,
"eval_biology_entropy": 2.4623048429489134,
"eval_biology_loss": 2.855733633041382,
"eval_biology_mean_token_accuracy": 0.5338225281238556,
"eval_biology_num_tokens": 56282204.0,
"eval_biology_runtime": 57.2989,
"eval_biology_samples_per_second": 8.726,
"eval_biology_steps_per_second": 2.182,
"step": 1700
},
{
"epoch": 2.7199999999999998,
"eval_chemistry_entropy": 1.1981362085342406,
"eval_chemistry_loss": 1.2777812480926514,
"eval_chemistry_mean_token_accuracy": 0.7337445435523987,
"eval_chemistry_num_tokens": 56282204.0,
"eval_chemistry_runtime": 72.002,
"eval_chemistry_samples_per_second": 6.944,
"eval_chemistry_steps_per_second": 1.736,
"step": 1700
},
{
"epoch": 2.7199999999999998,
"eval_math_entropy": 0.8990244059562683,
"eval_math_loss": 1.1414705514907837,
"eval_math_mean_token_accuracy": 0.7577006416320801,
"eval_math_num_tokens": 56282204.0,
"eval_math_runtime": 74.1316,
"eval_math_samples_per_second": 6.745,
"eval_math_steps_per_second": 1.686,
"step": 1700
},
{
"epoch": 2.7199999999999998,
"eval_physics_entropy": 0.8712537698745727,
"eval_physics_loss": 0.9199900031089783,
"eval_physics_mean_token_accuracy": 0.7888414950370789,
"eval_physics_num_tokens": 56282204.0,
"eval_physics_runtime": 85.5277,
"eval_physics_samples_per_second": 5.846,
"eval_physics_steps_per_second": 1.462,
"step": 1700
},
{
"entropy": 0.8889217928051949,
"epoch": 2.7359999999999998,
"grad_norm": 12.8125,
"learning_rate": 9.562962962962965e-06,
"loss": 14.8794,
"mean_token_accuracy": 0.787835606187582,
"num_tokens": 56605478.0,
"step": 1710
},
{
"entropy": 0.867193017527461,
"epoch": 2.752,
"grad_norm": 11.6875,
"learning_rate": 9.48888888888889e-06,
"loss": 14.5299,
"mean_token_accuracy": 0.7921088628470898,
"num_tokens": 56935874.0,
"step": 1720
},
{
"entropy": 0.8495670940726996,
"epoch": 2.768,
"grad_norm": 12.0,
"learning_rate": 9.414814814814816e-06,
"loss": 14.0654,
"mean_token_accuracy": 0.7975914411246776,
"num_tokens": 57270552.0,
"step": 1730
},
{
"entropy": 0.8686243133619428,
"epoch": 2.784,
"grad_norm": 12.5,
"learning_rate": 9.34074074074074e-06,
"loss": 14.4341,
"mean_token_accuracy": 0.7923915140330792,
"num_tokens": 57602968.0,
"step": 1740
},
{
"entropy": 0.9133183425292373,
"epoch": 2.8,
"grad_norm": 13.375,
"learning_rate": 9.266666666666667e-06,
"loss": 15.2497,
"mean_token_accuracy": 0.7833729684352875,
"num_tokens": 57925886.0,
"step": 1750
},
{
"entropy": 0.8448837269097567,
"epoch": 2.816,
"grad_norm": 11.875,
"learning_rate": 9.192592592592594e-06,
"loss": 13.9445,
"mean_token_accuracy": 0.7979842260479927,
"num_tokens": 58262960.0,
"step": 1760
},
{
"entropy": 0.871445388160646,
"epoch": 2.832,
"grad_norm": 12.3125,
"learning_rate": 9.118518518518518e-06,
"loss": 14.5598,
"mean_token_accuracy": 0.7907900519669055,
"num_tokens": 58586324.0,
"step": 1770
},
{
"entropy": 0.8576038857921958,
"epoch": 2.848,
"grad_norm": 13.0,
"learning_rate": 9.044444444444445e-06,
"loss": 14.3799,
"mean_token_accuracy": 0.7930273406207562,
"num_tokens": 58912949.0,
"step": 1780
},
{
"entropy": 0.8503576427698135,
"epoch": 2.864,
"grad_norm": 11.0,
"learning_rate": 8.970370370370372e-06,
"loss": 14.1151,
"mean_token_accuracy": 0.7967234510928393,
"num_tokens": 59252494.0,
"step": 1790
},
{
"entropy": 0.865095803141594,
"epoch": 2.88,
"grad_norm": 14.125,
"learning_rate": 8.896296296296298e-06,
"loss": 14.4,
"mean_token_accuracy": 0.7936870157718658,
"num_tokens": 59574951.0,
"step": 1800
},
{
"epoch": 2.88,
"eval_biology_entropy": 2.4605735635757444,
"eval_biology_loss": 2.8438503742218018,
"eval_biology_mean_token_accuracy": 0.5349292945861817,
"eval_biology_num_tokens": 59574951.0,
"eval_biology_runtime": 57.1516,
"eval_biology_samples_per_second": 8.749,
"eval_biology_steps_per_second": 2.187,
"step": 1800
},
{
"epoch": 2.88,
"eval_chemistry_entropy": 1.1904199600219727,
"eval_chemistry_loss": 1.2762060165405273,
"eval_chemistry_mean_token_accuracy": 0.7342206130027771,
"eval_chemistry_num_tokens": 59574951.0,
"eval_chemistry_runtime": 71.4215,
"eval_chemistry_samples_per_second": 7.001,
"eval_chemistry_steps_per_second": 1.75,
"step": 1800
},
{
"epoch": 2.88,
"eval_math_entropy": 0.8948101491928101,
"eval_math_loss": 1.1407443284988403,
"eval_math_mean_token_accuracy": 0.7578761463165283,
"eval_math_num_tokens": 59574951.0,
"eval_math_runtime": 74.9351,
"eval_math_samples_per_second": 6.672,
"eval_math_steps_per_second": 1.668,
"step": 1800
},
{
"epoch": 2.88,
"eval_physics_entropy": 0.8652872314453125,
"eval_physics_loss": 0.9192015528678894,
"eval_physics_mean_token_accuracy": 0.7890026559829711,
"eval_physics_num_tokens": 59574951.0,
"eval_physics_runtime": 84.6211,
"eval_physics_samples_per_second": 5.909,
"eval_physics_steps_per_second": 1.477,
"step": 1800
},
{
"entropy": 0.8504932520911097,
"epoch": 2.896,
"grad_norm": 12.75,
"learning_rate": 8.822222222222223e-06,
"loss": 14.2948,
"mean_token_accuracy": 0.7946070168167353,
"num_tokens": 59903274.0,
"step": 1810
},
{
"entropy": 0.8513661539182067,
"epoch": 2.912,
"grad_norm": 12.5625,
"learning_rate": 8.74814814814815e-06,
"loss": 14.1948,
"mean_token_accuracy": 0.7956477370113134,
"num_tokens": 60234203.0,
"step": 1820
},
{
"entropy": 0.8567061256617308,
"epoch": 2.928,
"grad_norm": 12.0625,
"learning_rate": 8.674074074074074e-06,
"loss": 14.2065,
"mean_token_accuracy": 0.7965482659637928,
"num_tokens": 60559123.0,
"step": 1830
},
{
"entropy": 0.8522207867354155,
"epoch": 2.944,
"grad_norm": 13.8125,
"learning_rate": 8.6e-06,
"loss": 14.1203,
"mean_token_accuracy": 0.7966358475387096,
"num_tokens": 60893423.0,
"step": 1840
},
{
"entropy": 0.8581688396632672,
"epoch": 2.96,
"grad_norm": 11.875,
"learning_rate": 8.525925925925927e-06,
"loss": 14.4079,
"mean_token_accuracy": 0.7932413015514612,
"num_tokens": 61228692.0,
"step": 1850
},
{
"entropy": 0.8690817683935166,
"epoch": 2.976,
"grad_norm": 11.9375,
"learning_rate": 8.451851851851852e-06,
"loss": 14.3962,
"mean_token_accuracy": 0.793168543279171,
"num_tokens": 61560852.0,
"step": 1860
},
{
"entropy": 0.8346356390044093,
"epoch": 2.992,
"grad_norm": 11.9375,
"learning_rate": 8.377777777777779e-06,
"loss": 13.939,
"mean_token_accuracy": 0.7977076359093189,
"num_tokens": 61898951.0,
"step": 1870
},
{
"entropy": 0.8470860140398144,
"epoch": 3.008,
"grad_norm": 11.4375,
"learning_rate": 8.303703703703705e-06,
"loss": 14.0544,
"mean_token_accuracy": 0.7982985734939575,
"num_tokens": 62223875.0,
"step": 1880
},
{
"entropy": 0.8579535936936736,
"epoch": 3.024,
"grad_norm": 12.0625,
"learning_rate": 8.229629629629632e-06,
"loss": 14.2346,
"mean_token_accuracy": 0.7953595809638501,
"num_tokens": 62553166.0,
"step": 1890
},
{
"entropy": 0.8405753003433347,
"epoch": 3.04,
"grad_norm": 12.0625,
"learning_rate": 8.155555555555556e-06,
"loss": 13.9614,
"mean_token_accuracy": 0.7975836973637342,
"num_tokens": 62893113.0,
"step": 1900
},
{
"epoch": 3.04,
"eval_biology_entropy": 2.466928297996521,
"eval_biology_loss": 2.8451387882232666,
"eval_biology_mean_token_accuracy": 0.5350441763401032,
"eval_biology_num_tokens": 62893113.0,
"eval_biology_runtime": 57.2798,
"eval_biology_samples_per_second": 8.729,
"eval_biology_steps_per_second": 2.182,
"step": 1900
},
{
"epoch": 3.04,
"eval_chemistry_entropy": 1.1924911136627196,
"eval_chemistry_loss": 1.2755722999572754,
"eval_chemistry_mean_token_accuracy": 0.734372947216034,
"eval_chemistry_num_tokens": 62893113.0,
"eval_chemistry_runtime": 71.12,
"eval_chemistry_samples_per_second": 7.03,
"eval_chemistry_steps_per_second": 1.758,
"step": 1900
},
{
"epoch": 3.04,
"eval_math_entropy": 0.8945438508987427,
"eval_math_loss": 1.1409516334533691,
"eval_math_mean_token_accuracy": 0.7579452800750732,
"eval_math_num_tokens": 62893113.0,
"eval_math_runtime": 74.6477,
"eval_math_samples_per_second": 6.698,
"eval_math_steps_per_second": 1.675,
"step": 1900
},
{
"epoch": 3.04,
"eval_physics_entropy": 0.8654837455749512,
"eval_physics_loss": 0.9181889295578003,
"eval_physics_mean_token_accuracy": 0.7893532915115357,
"eval_physics_num_tokens": 62893113.0,
"eval_physics_runtime": 85.3356,
"eval_physics_samples_per_second": 5.859,
"eval_physics_steps_per_second": 1.465,
"step": 1900
},
{
"entropy": 0.8652172423899174,
"epoch": 3.056,
"grad_norm": 12.375,
"learning_rate": 8.081481481481483e-06,
"loss": 14.4707,
"mean_token_accuracy": 0.7926124636083841,
"num_tokens": 63218088.0,
"step": 1910
},
{
"entropy": 0.8625176247209311,
"epoch": 3.072,
"grad_norm": 13.5,
"learning_rate": 8.007407407407408e-06,
"loss": 14.2819,
"mean_token_accuracy": 0.7927148371934891,
"num_tokens": 63551201.0,
"step": 1920
},
{
"entropy": 0.8709696922451258,
"epoch": 3.088,
"grad_norm": 13.25,
"learning_rate": 7.933333333333334e-06,
"loss": 14.535,
"mean_token_accuracy": 0.7909463763236999,
"num_tokens": 63876362.0,
"step": 1930
},
{
"entropy": 0.8365857848897577,
"epoch": 3.104,
"grad_norm": 12.6875,
"learning_rate": 7.859259259259259e-06,
"loss": 13.917,
"mean_token_accuracy": 0.7985875517129898,
"num_tokens": 64208171.0,
"step": 1940
},
{
"entropy": 0.8436792023479939,
"epoch": 3.12,
"grad_norm": 12.5,
"learning_rate": 7.785185185185185e-06,
"loss": 13.9247,
"mean_token_accuracy": 0.7994871154427529,
"num_tokens": 64544493.0,
"step": 1950
},
{
"entropy": 0.8724946033209562,
"epoch": 3.136,
"grad_norm": 12.875,
"learning_rate": 7.711111111111112e-06,
"loss": 14.5896,
"mean_token_accuracy": 0.790136469900608,
"num_tokens": 64872488.0,
"step": 1960
},
{
"entropy": 0.8340439153835177,
"epoch": 3.152,
"grad_norm": 12.6875,
"learning_rate": 7.637037037037037e-06,
"loss": 13.9309,
"mean_token_accuracy": 0.7989891562610865,
"num_tokens": 65201124.0,
"step": 1970
},
{
"entropy": 0.8577351365238428,
"epoch": 3.168,
"grad_norm": 11.125,
"learning_rate": 7.562962962962963e-06,
"loss": 14.332,
"mean_token_accuracy": 0.7956987973302603,
"num_tokens": 65525868.0,
"step": 1980
},
{
"entropy": 0.8472510496154427,
"epoch": 3.184,
"grad_norm": 12.75,
"learning_rate": 7.48888888888889e-06,
"loss": 14.0577,
"mean_token_accuracy": 0.7991137109696865,
"num_tokens": 65861603.0,
"step": 1990
},
{
"entropy": 0.8585745912045241,
"epoch": 3.2,
"grad_norm": 11.3125,
"learning_rate": 7.4148148148148155e-06,
"loss": 14.2601,
"mean_token_accuracy": 0.7946750316768885,
"num_tokens": 66193675.0,
"step": 2000
},
{
"epoch": 3.2,
"eval_biology_entropy": 2.4529026355743406,
"eval_biology_loss": 2.8515477180480957,
"eval_biology_mean_token_accuracy": 0.5361672310829163,
"eval_biology_num_tokens": 66193675.0,
"eval_biology_runtime": 56.9907,
"eval_biology_samples_per_second": 8.773,
"eval_biology_steps_per_second": 2.193,
"step": 2000
},
{
"epoch": 3.2,
"eval_chemistry_entropy": 1.1896215171813964,
"eval_chemistry_loss": 1.2748806476593018,
"eval_chemistry_mean_token_accuracy": 0.7352399125099182,
"eval_chemistry_num_tokens": 66193675.0,
"eval_chemistry_runtime": 71.1598,
"eval_chemistry_samples_per_second": 7.026,
"eval_chemistry_steps_per_second": 1.757,
"step": 2000
},
{
"epoch": 3.2,
"eval_math_entropy": 0.8935150079727173,
"eval_math_loss": 1.140594482421875,
"eval_math_mean_token_accuracy": 0.7576922287940979,
"eval_math_num_tokens": 66193675.0,
"eval_math_runtime": 74.3826,
"eval_math_samples_per_second": 6.722,
"eval_math_steps_per_second": 1.681,
"step": 2000
},
{
"epoch": 3.2,
"eval_physics_entropy": 0.8648786902427673,
"eval_physics_loss": 0.9176769852638245,
"eval_physics_mean_token_accuracy": 0.7893374056816101,
"eval_physics_num_tokens": 66193675.0,
"eval_physics_runtime": 84.6448,
"eval_physics_samples_per_second": 5.907,
"eval_physics_steps_per_second": 1.477,
"step": 2000
}
],
"logging_steps": 10,
"max_steps": 3000,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 6.614072648666411e+18,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}