reels-clf / trainer_state.json
daniilxcode's picture
Upload model
fe9a6fc verified
raw
history blame
4.57 kB
{
"best_metric": 0.7899897141616012,
"best_model_checkpoint": "/kaggle/working/reels-clf/checkpoint-6258",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 6258,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.4793863854266539,
"grad_norm": 43369.4140625,
"learning_rate": 4.6005113454777885e-05,
"loss": 0.2922,
"step": 500
},
{
"epoch": 0.9587727708533078,
"grad_norm": 16354.4609375,
"learning_rate": 4.2010226909555774e-05,
"loss": 0.0957,
"step": 1000
},
{
"epoch": 1.0,
"eval_accuracy": 0.9896901036983756,
"eval_f1": 0.3894120956863034,
"eval_loss": 0.0804702639579773,
"eval_runtime": 151.5528,
"eval_samples_per_second": 110.08,
"eval_steps_per_second": 1.722,
"step": 1043
},
{
"epoch": 1.4381591562799616,
"grad_norm": 592.91064453125,
"learning_rate": 3.8015340364333656e-05,
"loss": 0.0814,
"step": 1500
},
{
"epoch": 1.9175455417066156,
"grad_norm": 63719.01171875,
"learning_rate": 3.402045381911154e-05,
"loss": 0.074,
"step": 2000
},
{
"epoch": 2.0,
"eval_accuracy": 0.9937061679554037,
"eval_f1": 0.5246078522111747,
"eval_loss": 0.06898169219493866,
"eval_runtime": 151.5845,
"eval_samples_per_second": 110.057,
"eval_steps_per_second": 1.722,
"step": 2086
},
{
"epoch": 2.396931927133269,
"grad_norm": 91346.8984375,
"learning_rate": 3.002556727388942e-05,
"loss": 0.057,
"step": 2500
},
{
"epoch": 2.876318312559923,
"grad_norm": 0.34639281034469604,
"learning_rate": 2.6030680728667306e-05,
"loss": 0.0565,
"step": 3000
},
{
"epoch": 3.0,
"eval_accuracy": 0.9947251693340526,
"eval_f1": 0.5763717231704362,
"eval_loss": 0.07740658521652222,
"eval_runtime": 151.2075,
"eval_samples_per_second": 110.332,
"eval_steps_per_second": 1.726,
"step": 3129
},
{
"epoch": 3.3557046979865772,
"grad_norm": 0.3635995090007782,
"learning_rate": 2.2035794183445192e-05,
"loss": 0.0405,
"step": 3500
},
{
"epoch": 3.8350910834132312,
"grad_norm": 45141.87109375,
"learning_rate": 1.8040907638223074e-05,
"loss": 0.0347,
"step": 4000
},
{
"epoch": 4.0,
"eval_accuracy": 0.9955044056824313,
"eval_f1": 0.6777953957165785,
"eval_loss": 0.06517060101032257,
"eval_runtime": 152.3821,
"eval_samples_per_second": 109.481,
"eval_steps_per_second": 1.713,
"step": 4172
},
{
"epoch": 4.314477468839885,
"grad_norm": 0.10806822776794434,
"learning_rate": 1.4046021093000961e-05,
"loss": 0.0214,
"step": 4500
},
{
"epoch": 4.793863854266538,
"grad_norm": 0.16395215690135956,
"learning_rate": 1.0051134547778844e-05,
"loss": 0.0269,
"step": 5000
},
{
"epoch": 5.0,
"eval_accuracy": 0.9956242881975664,
"eval_f1": 0.7422681606882496,
"eval_loss": 0.06420310586690903,
"eval_runtime": 151.8009,
"eval_samples_per_second": 109.901,
"eval_steps_per_second": 1.719,
"step": 5215
},
{
"epoch": 5.273250239693192,
"grad_norm": 90.11448669433594,
"learning_rate": 6.056248002556728e-06,
"loss": 0.0169,
"step": 5500
},
{
"epoch": 5.752636625119846,
"grad_norm": 0.08740052580833435,
"learning_rate": 2.0613614573346116e-06,
"loss": 0.0213,
"step": 6000
},
{
"epoch": 6.0,
"eval_accuracy": 0.9957441707127016,
"eval_f1": 0.7899897141616012,
"eval_loss": 0.061532892286777496,
"eval_runtime": 151.598,
"eval_samples_per_second": 110.048,
"eval_steps_per_second": 1.722,
"step": 6258
}
],
"logging_steps": 500,
"max_steps": 6258,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 5.307637757681664e+16,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}