TinyLlama-1.1B-Chat-v1.0-mt / trainer_state.json
oribrand's picture
Upload 9 files
ac1b2d4 verified
raw
history blame contribute delete
No virus
7.62 kB
{
"best_metric": 1.8560636043548584,
"best_model_checkpoint": "/content/models/TinyLlama-TinyLlama-1-1B-Chat-v1-0/checkpoint-564",
"epoch": 5.0,
"eval_steps": 141,
"global_step": 2810,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.25,
"grad_norm": 5.238644123077393,
"learning_rate": 4.7491103202846974e-05,
"loss": 2.103,
"step": 141
},
{
"epoch": 0.25,
"eval_loss": 1.9888125658035278,
"eval_runtime": 4.1833,
"eval_samples_per_second": 56.654,
"eval_steps_per_second": 7.171,
"step": 141
},
{
"epoch": 0.5,
"grad_norm": 4.7757039070129395,
"learning_rate": 4.498220640569395e-05,
"loss": 1.908,
"step": 282
},
{
"epoch": 0.5,
"eval_loss": 1.9252748489379883,
"eval_runtime": 4.1854,
"eval_samples_per_second": 56.625,
"eval_steps_per_second": 7.168,
"step": 282
},
{
"epoch": 0.75,
"grad_norm": 3.813783645629883,
"learning_rate": 4.247330960854093e-05,
"loss": 1.8483,
"step": 423
},
{
"epoch": 0.75,
"eval_loss": 1.9029674530029297,
"eval_runtime": 4.1786,
"eval_samples_per_second": 56.717,
"eval_steps_per_second": 7.179,
"step": 423
},
{
"epoch": 1.0,
"grad_norm": 4.197076797485352,
"learning_rate": 3.99644128113879e-05,
"loss": 1.8007,
"step": 564
},
{
"epoch": 1.0,
"eval_loss": 1.8560636043548584,
"eval_runtime": 4.1817,
"eval_samples_per_second": 56.675,
"eval_steps_per_second": 7.174,
"step": 564
},
{
"epoch": 1.25,
"grad_norm": 5.801040172576904,
"learning_rate": 3.7455516014234874e-05,
"loss": 1.4215,
"step": 705
},
{
"epoch": 1.25,
"eval_loss": 1.9399982690811157,
"eval_runtime": 4.1763,
"eval_samples_per_second": 56.749,
"eval_steps_per_second": 7.183,
"step": 705
},
{
"epoch": 1.51,
"grad_norm": 3.8744606971740723,
"learning_rate": 3.494661921708185e-05,
"loss": 1.4322,
"step": 846
},
{
"epoch": 1.51,
"eval_loss": 1.8941714763641357,
"eval_runtime": 4.1838,
"eval_samples_per_second": 56.648,
"eval_steps_per_second": 7.171,
"step": 846
},
{
"epoch": 1.76,
"grad_norm": 5.074963092803955,
"learning_rate": 3.243772241992883e-05,
"loss": 1.4325,
"step": 987
},
{
"epoch": 1.76,
"eval_loss": 1.8861587047576904,
"eval_runtime": 4.1802,
"eval_samples_per_second": 56.696,
"eval_steps_per_second": 7.177,
"step": 987
},
{
"epoch": 2.01,
"grad_norm": 4.776240348815918,
"learning_rate": 2.9928825622775803e-05,
"loss": 1.4241,
"step": 1128
},
{
"epoch": 2.01,
"eval_loss": 1.9016921520233154,
"eval_runtime": 4.1862,
"eval_samples_per_second": 56.614,
"eval_steps_per_second": 7.166,
"step": 1128
},
{
"epoch": 2.26,
"grad_norm": 6.694357395172119,
"learning_rate": 2.7419928825622775e-05,
"loss": 0.7606,
"step": 1269
},
{
"epoch": 2.26,
"eval_loss": 2.2999789714813232,
"eval_runtime": 4.1771,
"eval_samples_per_second": 56.738,
"eval_steps_per_second": 7.182,
"step": 1269
},
{
"epoch": 2.51,
"grad_norm": 24.188169479370117,
"learning_rate": 2.4911032028469753e-05,
"loss": 0.7631,
"step": 1410
},
{
"epoch": 2.51,
"eval_loss": 2.3000378608703613,
"eval_runtime": 4.1828,
"eval_samples_per_second": 56.661,
"eval_steps_per_second": 7.172,
"step": 1410
},
{
"epoch": 2.76,
"grad_norm": 5.172097206115723,
"learning_rate": 2.2402135231316725e-05,
"loss": 0.7264,
"step": 1551
},
{
"epoch": 2.76,
"eval_loss": 2.3029186725616455,
"eval_runtime": 4.1769,
"eval_samples_per_second": 56.741,
"eval_steps_per_second": 7.182,
"step": 1551
},
{
"epoch": 3.01,
"grad_norm": 3.475619077682495,
"learning_rate": 1.9893238434163703e-05,
"loss": 0.7021,
"step": 1692
},
{
"epoch": 3.01,
"eval_loss": 2.3999218940734863,
"eval_runtime": 4.1882,
"eval_samples_per_second": 56.587,
"eval_steps_per_second": 7.163,
"step": 1692
},
{
"epoch": 3.26,
"grad_norm": 4.135960102081299,
"learning_rate": 1.7384341637010675e-05,
"loss": 0.2238,
"step": 1833
},
{
"epoch": 3.26,
"eval_loss": 2.7608110904693604,
"eval_runtime": 4.1782,
"eval_samples_per_second": 56.723,
"eval_steps_per_second": 7.18,
"step": 1833
},
{
"epoch": 3.51,
"grad_norm": 3.5472917556762695,
"learning_rate": 1.4875444839857652e-05,
"loss": 0.3114,
"step": 1974
},
{
"epoch": 3.51,
"eval_loss": 2.845644474029541,
"eval_runtime": 4.1819,
"eval_samples_per_second": 56.673,
"eval_steps_per_second": 7.174,
"step": 1974
},
{
"epoch": 3.76,
"grad_norm": 4.326556205749512,
"learning_rate": 1.2366548042704627e-05,
"loss": 0.2282,
"step": 2115
},
{
"epoch": 3.76,
"eval_loss": 2.8092262744903564,
"eval_runtime": 4.1782,
"eval_samples_per_second": 56.723,
"eval_steps_per_second": 7.18,
"step": 2115
},
{
"epoch": 4.01,
"grad_norm": 2.737431049346924,
"learning_rate": 9.857651245551602e-06,
"loss": 0.2086,
"step": 2256
},
{
"epoch": 4.01,
"eval_loss": 2.9099254608154297,
"eval_runtime": 4.1802,
"eval_samples_per_second": 56.696,
"eval_steps_per_second": 7.177,
"step": 2256
},
{
"epoch": 4.27,
"grad_norm": 3.1757376194000244,
"learning_rate": 7.348754448398577e-06,
"loss": 0.0954,
"step": 2397
},
{
"epoch": 4.27,
"eval_loss": 3.1383473873138428,
"eval_runtime": 4.1771,
"eval_samples_per_second": 56.738,
"eval_steps_per_second": 7.182,
"step": 2397
},
{
"epoch": 4.52,
"grad_norm": 2.6402652263641357,
"learning_rate": 4.839857651245551e-06,
"loss": 0.1015,
"step": 2538
},
{
"epoch": 4.52,
"eval_loss": 3.1500625610351562,
"eval_runtime": 4.1764,
"eval_samples_per_second": 56.747,
"eval_steps_per_second": 7.183,
"step": 2538
},
{
"epoch": 4.77,
"grad_norm": 3.826103687286377,
"learning_rate": 2.330960854092527e-06,
"loss": 0.0769,
"step": 2679
},
{
"epoch": 4.77,
"eval_loss": 3.1649973392486572,
"eval_runtime": 4.1784,
"eval_samples_per_second": 56.72,
"eval_steps_per_second": 7.18,
"step": 2679
},
{
"epoch": 5.0,
"step": 2810,
"total_flos": 6693708929433600.0,
"train_loss": 0.8862062440648197,
"train_runtime": 1654.6028,
"train_samples_per_second": 5.092,
"train_steps_per_second": 1.698
}
],
"logging_steps": 141,
"max_steps": 2810,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 141,
"total_flos": 6693708929433600.0,
"train_batch_size": 3,
"trial_name": null,
"trial_params": null
}