naughty_davinci / checkpoint-300 /trainer_state.json
tomekkorbak's picture
Training in progress, step 300
332c139
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.11885895404120443,
"global_step": 300,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 3.846153846153847e-06,
"loss": 2.7796,
"theoretical_loss": 3.3518567762894107,
"tokens_seen": 2969305088
},
{
"epoch": 0.0,
"learning_rate": 3.846153846153846e-05,
"loss": 2.4642,
"theoretical_loss": 3.3517550749686795,
"tokens_seen": 2970484736
},
{
"epoch": 0.01,
"learning_rate": 7.692307692307693e-05,
"loss": 1.9063,
"theoretical_loss": 3.351642134115535,
"tokens_seen": 2971795456
},
{
"epoch": 0.01,
"learning_rate": 9.983987189751803e-05,
"loss": 1.4437,
"theoretical_loss": 3.351529257004948,
"tokens_seen": 2973106176
},
{
"epoch": 0.02,
"learning_rate": 9.943955164131305e-05,
"loss": 1.273,
"theoretical_loss": 3.3514164435728655,
"tokens_seen": 2974416896
},
{
"epoch": 0.02,
"learning_rate": 9.90392313851081e-05,
"loss": 1.2074,
"theoretical_loss": 3.3513036937553267,
"tokens_seen": 2975727616
},
{
"epoch": 0.02,
"learning_rate": 9.863891112890312e-05,
"loss": 1.2079,
"theoretical_loss": 3.3511910074884628,
"tokens_seen": 2977038336
},
{
"epoch": 0.02,
"objective/train/docs_used": 997783,
"objective/train/instantaneous_batch_size": 8,
"objective/train/instantaneous_microbatch_size": 8192,
"objective/train/original_loss": 0.9412798285484314,
"objective/train/theoretical_loss": 3.3511628458440637,
"objective/train/tokens_used": 28650976,
"theoretical_loss": 3.3511628458440637,
"tokens_seen": 2977366016
},
{
"epoch": 0.03,
"learning_rate": 9.823859087269817e-05,
"loss": 1.2032,
"theoretical_loss": 3.3510783847084977,
"tokens_seen": 2978349056
},
{
"epoch": 0.03,
"learning_rate": 9.78382706164932e-05,
"loss": 1.2178,
"theoretical_loss": 3.350965825351748,
"tokens_seen": 2979659776
},
{
"epoch": 0.04,
"learning_rate": 9.743795036028824e-05,
"loss": 1.189,
"theoretical_loss": 3.3508533293546208,
"tokens_seen": 2980970496
},
{
"epoch": 0.04,
"learning_rate": 9.703763010408326e-05,
"loss": 1.2086,
"theoretical_loss": 3.3507408966536154,
"tokens_seen": 2982281216
},
{
"epoch": 0.04,
"learning_rate": 9.663730984787832e-05,
"loss": 1.1797,
"theoretical_loss": 3.3506285271853233,
"tokens_seen": 2983591936
},
{
"epoch": 0.05,
"learning_rate": 9.623698959167334e-05,
"loss": 1.1709,
"theoretical_loss": 3.350516220886427,
"tokens_seen": 2984902656
},
{
"epoch": 0.05,
"objective/train/docs_used": 1000073,
"objective/train/instantaneous_batch_size": 8,
"objective/train/instantaneous_microbatch_size": 8192,
"objective/train/original_loss": 1.0221836566925049,
"objective/train/theoretical_loss": 3.3504600914057403,
"objective/train/tokens_used": 36842976,
"theoretical_loss": 3.3504600914057403,
"tokens_seen": 2985558016
},
{
"epoch": 0.05,
"learning_rate": 9.583666933546838e-05,
"loss": 1.1658,
"theoretical_loss": 3.3504039776936994,
"tokens_seen": 2986213376
},
{
"epoch": 0.06,
"learning_rate": 9.543634907926342e-05,
"loss": 1.1823,
"theoretical_loss": 3.350291797544005,
"tokens_seen": 2987524096
},
{
"epoch": 0.06,
"learning_rate": 9.503602882305846e-05,
"loss": 1.1859,
"theoretical_loss": 3.3501796803742994,
"tokens_seen": 2988834816
},
{
"epoch": 0.06,
"learning_rate": 9.463570856685348e-05,
"loss": 1.1906,
"theoretical_loss": 3.3500676261216285,
"tokens_seen": 2990145536
},
{
"epoch": 0.07,
"learning_rate": 9.423538831064852e-05,
"loss": 1.185,
"theoretical_loss": 3.3499556347231287,
"tokens_seen": 2991456256
},
{
"epoch": 0.07,
"learning_rate": 9.383506805444356e-05,
"loss": 1.2042,
"theoretical_loss": 3.349843706116027,
"tokens_seen": 2992766976
},
{
"epoch": 0.07,
"objective/train/docs_used": 1002769,
"objective/train/instantaneous_batch_size": 8,
"objective/train/instantaneous_microbatch_size": 8192,
"objective/train/original_loss": 1.227379560470581,
"objective/train/theoretical_loss": 3.349759800829844,
"objective/train/tokens_used": 45034976,
"theoretical_loss": 3.349759800829844,
"tokens_seen": 2993750016
},
{
"epoch": 0.08,
"learning_rate": 9.34347477982386e-05,
"loss": 1.1807,
"theoretical_loss": 3.3497318402376397,
"tokens_seen": 2994077696
},
{
"epoch": 0.08,
"learning_rate": 9.303442754203363e-05,
"loss": 1.1862,
"theoretical_loss": 3.349620037025374,
"tokens_seen": 2995388416
},
{
"epoch": 0.08,
"learning_rate": 9.263410728582867e-05,
"loss": 1.178,
"theoretical_loss": 3.349508296416727,
"tokens_seen": 2996699136
},
{
"epoch": 0.09,
"learning_rate": 9.22337870296237e-05,
"loss": 1.1656,
"theoretical_loss": 3.3493966183492847,
"tokens_seen": 2998009856
},
{
"epoch": 0.09,
"learning_rate": 9.183346677341874e-05,
"loss": 1.1769,
"theoretical_loss": 3.349285002760723,
"tokens_seen": 2999320576
},
{
"epoch": 0.1,
"learning_rate": 9.143314651721377e-05,
"loss": 1.1513,
"theoretical_loss": 3.3491734495888066,
"tokens_seen": 3000631296
},
{
"epoch": 0.1,
"objective/train/docs_used": 1005438,
"objective/train/instantaneous_batch_size": 8,
"objective/train/instantaneous_microbatch_size": 8192,
"objective/train/original_loss": 1.1515272855758667,
"objective/train/theoretical_loss": 3.3490619587713906,
"objective/train/tokens_used": 53226976,
"theoretical_loss": 3.3490619587713906,
"tokens_seen": 3001942016
},
{
"epoch": 0.1,
"learning_rate": 9.103282626100881e-05,
"loss": 1.1793,
"theoretical_loss": 3.3490619587713906,
"tokens_seen": 3001942016
},
{
"epoch": 0.1,
"learning_rate": 9.063250600480385e-05,
"loss": 1.1534,
"theoretical_loss": 3.348950530246418,
"tokens_seen": 3003252736
},
{
"epoch": 0.11,
"learning_rate": 9.023218574859889e-05,
"loss": 1.1928,
"theoretical_loss": 3.348839163951921,
"tokens_seen": 3004563456
},
{
"epoch": 0.11,
"learning_rate": 8.983186549239391e-05,
"loss": 1.1678,
"theoretical_loss": 3.3487278598260195,
"tokens_seen": 3005874176
},
{
"epoch": 0.11,
"learning_rate": 8.943154523618895e-05,
"loss": 1.1477,
"theoretical_loss": 3.348616617806923,
"tokens_seen": 3007184896
},
{
"epoch": 0.12,
"learning_rate": 8.903122497998399e-05,
"loss": 1.1773,
"theoretical_loss": 3.34850543783293,
"tokens_seen": 3008495616
}
],
"max_steps": 2524,
"num_train_epochs": 9223372036854775807,
"total_flos": 2.00672280576e+16,
"trial_name": null,
"trial_params": null
}