llama3-8b-pissa-alpaca-11-v1 / trainer_state.json
chansung's picture
Model save
ff9e282 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.994535519125683,
"eval_steps": 500,
"global_step": 91,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01092896174863388,
"grad_norm": 67.9917221069336,
"learning_rate": 2e-05,
"loss": 2.2916,
"step": 1
},
{
"epoch": 0.0546448087431694,
"grad_norm": 2.097611665725708,
"learning_rate": 0.0001,
"loss": 2.2127,
"step": 5
},
{
"epoch": 0.1092896174863388,
"grad_norm": 1.9431463479995728,
"learning_rate": 0.0002,
"loss": 2.0887,
"step": 10
},
{
"epoch": 0.16393442622950818,
"grad_norm": 1.8884824514389038,
"learning_rate": 0.00019812553106273847,
"loss": 1.9685,
"step": 15
},
{
"epoch": 0.2185792349726776,
"grad_norm": 2.330018997192383,
"learning_rate": 0.00019257239692688907,
"loss": 1.8856,
"step": 20
},
{
"epoch": 0.273224043715847,
"grad_norm": 0.6340972781181335,
"learning_rate": 0.00018354878114129367,
"loss": 1.8482,
"step": 25
},
{
"epoch": 0.32786885245901637,
"grad_norm": 0.45715248584747314,
"learning_rate": 0.00017139297345578994,
"loss": 1.7705,
"step": 30
},
{
"epoch": 0.3825136612021858,
"grad_norm": 1.0445672273635864,
"learning_rate": 0.00015656068754865387,
"loss": 1.7627,
"step": 35
},
{
"epoch": 0.4371584699453552,
"grad_norm": 0.503304123878479,
"learning_rate": 0.0001396079766039157,
"loss": 1.7488,
"step": 40
},
{
"epoch": 0.4918032786885246,
"grad_norm": 0.5089389681816101,
"learning_rate": 0.0001211703872229411,
"loss": 1.7165,
"step": 45
},
{
"epoch": 0.546448087431694,
"grad_norm": 0.416858971118927,
"learning_rate": 0.00010193913317718244,
"loss": 1.7396,
"step": 50
},
{
"epoch": 0.6010928961748634,
"grad_norm": 0.29764389991760254,
"learning_rate": 8.263518223330697e-05,
"loss": 1.7045,
"step": 55
},
{
"epoch": 0.6557377049180327,
"grad_norm": 0.3781444728374481,
"learning_rate": 6.398222751952899e-05,
"loss": 1.6977,
"step": 60
},
{
"epoch": 0.7103825136612022,
"grad_norm": 0.3005172610282898,
"learning_rate": 4.66795567198309e-05,
"loss": 1.715,
"step": 65
},
{
"epoch": 0.7650273224043715,
"grad_norm": 0.39595624804496765,
"learning_rate": 3.137583621312665e-05,
"loss": 1.7143,
"step": 70
},
{
"epoch": 0.819672131147541,
"grad_norm": 0.4393070638179779,
"learning_rate": 1.864479297370325e-05,
"loss": 1.6919,
"step": 75
},
{
"epoch": 0.8743169398907104,
"grad_norm": 0.38544324040412903,
"learning_rate": 8.963705903385345e-06,
"loss": 1.7241,
"step": 80
},
{
"epoch": 0.9289617486338798,
"grad_norm": 0.5594367980957031,
"learning_rate": 2.6955129420176196e-06,
"loss": 1.6885,
"step": 85
},
{
"epoch": 0.9836065573770492,
"grad_norm": 0.2916119396686554,
"learning_rate": 7.520474957699586e-08,
"loss": 1.7241,
"step": 90
},
{
"epoch": 0.994535519125683,
"eval_loss": 1.7210174798965454,
"eval_runtime": 1.2379,
"eval_samples_per_second": 140.557,
"eval_steps_per_second": 1.616,
"step": 91
},
{
"epoch": 0.994535519125683,
"step": 91,
"total_flos": 4.03002565094015e+17,
"train_loss": 1.799644404715234,
"train_runtime": 332.7348,
"train_samples_per_second": 52.685,
"train_steps_per_second": 0.273
}
],
"logging_steps": 5,
"max_steps": 91,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 4.03002565094015e+17,
"train_batch_size": 12,
"trial_name": null,
"trial_params": null
}