Files
2026-07-19 23:52:25 +04:00

188 lines
4.7 KiB
JSON

{
"best_global_step": 400,
"best_metric": 1.5033758878707886,
"best_model_checkpoint": "./Llama-3.2-4b-ru-lora/checkpoint-400",
"epoch": 1.646090534979424,
"eval_steps": 100,
"global_step": 400,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.102880658436214,
"grad_norm": 0.8221918344497681,
"learning_rate": 8e-05,
"loss": 2.379297180175781,
"step": 25
},
{
"epoch": 0.205761316872428,
"grad_norm": 0.8748275637626648,
"learning_rate": 9.728183118741059e-05,
"loss": 1.9784544372558595,
"step": 50
},
{
"epoch": 0.30864197530864196,
"grad_norm": 0.750031590461731,
"learning_rate": 9.370529327610873e-05,
"loss": 1.8810975646972656,
"step": 75
},
{
"epoch": 0.411522633744856,
"grad_norm": 0.9241881966590881,
"learning_rate": 9.012875536480687e-05,
"loss": 1.8589222717285157,
"step": 100
},
{
"epoch": 0.411522633744856,
"eval_loss": 1.582080602645874,
"eval_runtime": 22.7091,
"eval_samples_per_second": 4.536,
"eval_steps_per_second": 4.536,
"step": 100
},
{
"epoch": 0.51440329218107,
"grad_norm": 0.955057680606842,
"learning_rate": 8.655221745350501e-05,
"loss": 1.762770538330078,
"step": 125
},
{
"epoch": 0.6172839506172839,
"grad_norm": 0.8256515860557556,
"learning_rate": 8.297567954220316e-05,
"loss": 1.7971592712402344,
"step": 150
},
{
"epoch": 0.720164609053498,
"grad_norm": 0.8769187331199646,
"learning_rate": 7.939914163090129e-05,
"loss": 1.8236392211914063,
"step": 175
},
{
"epoch": 0.823045267489712,
"grad_norm": 0.8237674832344055,
"learning_rate": 7.582260371959943e-05,
"loss": 1.8212730407714843,
"step": 200
},
{
"epoch": 0.823045267489712,
"eval_loss": 1.5252765417099,
"eval_runtime": 22.7366,
"eval_samples_per_second": 4.53,
"eval_steps_per_second": 4.53,
"step": 200
},
{
"epoch": 0.9259259259259259,
"grad_norm": 0.8813307881355286,
"learning_rate": 7.224606580829757e-05,
"loss": 1.7407562255859375,
"step": 225
},
{
"epoch": 1.02880658436214,
"grad_norm": 0.7620531320571899,
"learning_rate": 6.86695278969957e-05,
"loss": 1.667363739013672,
"step": 250
},
{
"epoch": 1.131687242798354,
"grad_norm": 0.8878408670425415,
"learning_rate": 6.509298998569385e-05,
"loss": 1.4600253295898438,
"step": 275
},
{
"epoch": 1.2345679012345678,
"grad_norm": 0.9481920003890991,
"learning_rate": 6.1516452074392e-05,
"loss": 1.4149290466308593,
"step": 300
},
{
"epoch": 1.2345679012345678,
"eval_loss": 1.5132408142089844,
"eval_runtime": 22.7071,
"eval_samples_per_second": 4.536,
"eval_steps_per_second": 4.536,
"step": 300
},
{
"epoch": 1.337448559670782,
"grad_norm": 1.0244613885879517,
"learning_rate": 5.793991416309014e-05,
"loss": 1.4301467895507813,
"step": 325
},
{
"epoch": 1.4403292181069958,
"grad_norm": 1.1760555505752563,
"learning_rate": 5.4363376251788265e-05,
"loss": 1.4518887329101562,
"step": 350
},
{
"epoch": 1.5432098765432098,
"grad_norm": 1.2840839624404907,
"learning_rate": 5.078683834048641e-05,
"loss": 1.4007278442382813,
"step": 375
},
{
"epoch": 1.646090534979424,
"grad_norm": 0.9614652395248413,
"learning_rate": 4.721030042918455e-05,
"loss": 1.4439279174804687,
"step": 400
},
{
"epoch": 1.646090534979424,
"eval_loss": 1.5033758878707886,
"eval_runtime": 22.7479,
"eval_samples_per_second": 4.528,
"eval_steps_per_second": 4.528,
"step": 400
}
],
"logging_steps": 25,
"max_steps": 729,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 100,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 2.776994842853376e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}