temporaryupload / trainer_state.json
shivrajanand's picture
Upload folder using huggingface_hub
6554e74 verified
Raw
History Blame Contribute Delete
6.14 kB
{
"best_global_step": 700,
"best_metric": 0.5273797512054443,
"best_model_checkpoint": "/dgx2/pawangcs/Trained_Models/Phi4-3shot/checkpoint-700",
"epoch": 3.288065843621399,
"eval_steps": 100,
"global_step": 1200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.27434842249657065,
"grad_norm": 0.6248233914375305,
"learning_rate": 0.0002179699417406859,
"loss": 0.832540283203125,
"step": 100
},
{
"epoch": 0.27434842249657065,
"eval_loss": 0.6426836252212524,
"eval_runtime": 1160.1148,
"eval_samples_per_second": 2.515,
"eval_steps_per_second": 0.629,
"step": 100
},
{
"epoch": 0.5486968449931413,
"grad_norm": 0.6830066442489624,
"learning_rate": 0.0002157366837530479,
"loss": 0.6157448196411133,
"step": 200
},
{
"epoch": 0.5486968449931413,
"eval_loss": 0.6033561825752258,
"eval_runtime": 405.4127,
"eval_samples_per_second": 7.198,
"eval_steps_per_second": 1.801,
"step": 200
},
{
"epoch": 0.823045267489712,
"grad_norm": 0.6402314901351929,
"learning_rate": 0.00021002940172700765,
"loss": 0.5921715927124024,
"step": 300
},
{
"epoch": 0.823045267489712,
"eval_loss": 0.5785361528396606,
"eval_runtime": 405.9414,
"eval_samples_per_second": 7.188,
"eval_steps_per_second": 1.798,
"step": 300
},
{
"epoch": 1.0960219478737998,
"grad_norm": 0.8042563796043396,
"learning_rate": 0.00020103385405654221,
"loss": 0.5310408401489258,
"step": 400
},
{
"epoch": 1.0960219478737998,
"eval_loss": 0.5722617506980896,
"eval_runtime": 406.5022,
"eval_samples_per_second": 7.178,
"eval_steps_per_second": 1.796,
"step": 400
},
{
"epoch": 1.3703703703703702,
"grad_norm": 0.6911748051643372,
"learning_rate": 0.0001890428243259542,
"loss": 0.45402183532714846,
"step": 500
},
{
"epoch": 1.3703703703703702,
"eval_loss": 0.5583283305168152,
"eval_runtime": 404.6307,
"eval_samples_per_second": 7.212,
"eval_steps_per_second": 1.804,
"step": 500
},
{
"epoch": 1.6447187928669411,
"grad_norm": 0.6612902283668518,
"learning_rate": 0.00017444659190372805,
"loss": 0.4490911865234375,
"step": 600
},
{
"epoch": 1.6447187928669411,
"eval_loss": 0.5405105948448181,
"eval_runtime": 464.3862,
"eval_samples_per_second": 6.284,
"eval_steps_per_second": 1.572,
"step": 600
},
{
"epoch": 1.9190672153635115,
"grad_norm": 0.6907134652137756,
"learning_rate": 0.00015772022928155024,
"loss": 0.446926155090332,
"step": 700
},
{
"epoch": 1.9190672153635115,
"eval_loss": 0.5273797512054443,
"eval_runtime": 407.3892,
"eval_samples_per_second": 7.163,
"eval_steps_per_second": 1.792,
"step": 700
},
{
"epoch": 2.1920438957475996,
"grad_norm": 0.8313947319984436,
"learning_rate": 0.00013940813959975931,
"loss": 0.3268693161010742,
"step": 800
},
{
"epoch": 2.1920438957475996,
"eval_loss": 0.5782487392425537,
"eval_runtime": 408.7224,
"eval_samples_per_second": 7.139,
"eval_steps_per_second": 1.786,
"step": 800
},
{
"epoch": 2.46639231824417,
"grad_norm": 0.8360450267791748,
"learning_rate": 0.0001201063376258284,
"loss": 0.2783058738708496,
"step": 900
},
{
"epoch": 2.46639231824417,
"eval_loss": 0.5717503428459167,
"eval_runtime": 411.446,
"eval_samples_per_second": 7.092,
"eval_steps_per_second": 1.774,
"step": 900
},
{
"epoch": 2.7407407407407405,
"grad_norm": 0.8385628461837769,
"learning_rate": 0.00010044305089769608,
"loss": 0.27848129272460936,
"step": 1000
},
{
"epoch": 2.7407407407407405,
"eval_loss": 0.5624513626098633,
"eval_runtime": 418.3409,
"eval_samples_per_second": 6.975,
"eval_steps_per_second": 1.745,
"step": 1000
},
{
"epoch": 3.0137174211248285,
"grad_norm": 0.6840721368789673,
"learning_rate": 8.10582724183826e-05,
"loss": 0.2649513816833496,
"step": 1100
},
{
"epoch": 3.0137174211248285,
"eval_loss": 0.6641095280647278,
"eval_runtime": 422.9219,
"eval_samples_per_second": 6.9,
"eval_steps_per_second": 1.726,
"step": 1100
},
{
"epoch": 3.288065843621399,
"grad_norm": 0.784125030040741,
"learning_rate": 6.258293041282737e-05,
"loss": 0.11603937149047852,
"step": 1200
},
{
"epoch": 3.288065843621399,
"eval_loss": 0.6770608425140381,
"eval_runtime": 415.4832,
"eval_samples_per_second": 7.023,
"eval_steps_per_second": 1.757,
"step": 1200
},
{
"epoch": 3.288065843621399,
"step": 1200,
"total_flos": 1.4071460444506644e+19,
"train_loss": 0.43218199570973714,
"train_runtime": 38768.0459,
"train_samples_per_second": 3.007,
"train_steps_per_second": 0.047
}
],
"logging_steps": 100,
"max_steps": 1825,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 100,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.001
},
"attributes": {
"early_stopping_patience_counter": 5
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.4071460444506644e+19,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}