LamaDiab's picture
Training checkpoint - Epoch 3, Step 29288
cccfcc4 verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 4000,
"global_step": 29288,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00010245901639344262,
"grad_norm": 6.315417766571045,
"learning_rate": 0.0,
"loss": 4.1362,
"step": 1
},
{
"epoch": 0.4098360655737705,
"grad_norm": 4.62825345993042,
"learning_rate": 1.536501024590164e-05,
"loss": 3.1603,
"step": 4000
},
{
"epoch": 0.4098360655737705,
"eval_cosine_accuracy": 0.953901469707489,
"eval_loss": 1.0815402269363403,
"eval_runtime": 24.8505,
"eval_samples_per_second": 380.595,
"eval_steps_per_second": 1.489,
"step": 4000
},
{
"epoch": 0.819672131147541,
"grad_norm": 4.6219048500061035,
"learning_rate": 2.999728935936485e-05,
"loss": 2.7017,
"step": 8000
},
{
"epoch": 0.819672131147541,
"eval_cosine_accuracy": 0.9081200957298279,
"eval_loss": 1.3302178382873535,
"eval_runtime": 22.5389,
"eval_samples_per_second": 419.629,
"eval_steps_per_second": 1.642,
"step": 8000
},
{
"epoch": 1.2295081967213115,
"grad_norm": 4.111813068389893,
"learning_rate": 2.868919465032591e-05,
"loss": 2.4584,
"step": 12000
},
{
"epoch": 1.2295081967213115,
"eval_cosine_accuracy": 0.957390546798706,
"eval_loss": 0.9852072596549988,
"eval_runtime": 25.1342,
"eval_samples_per_second": 376.3,
"eval_steps_per_second": 1.472,
"step": 12000
},
{
"epoch": 1.639344262295082,
"grad_norm": 3.6833724975585938,
"learning_rate": 2.51957420925816e-05,
"loss": 2.2777,
"step": 16000
},
{
"epoch": 1.639344262295082,
"eval_cosine_accuracy": 0.9606682062149048,
"eval_loss": 0.9453343749046326,
"eval_runtime": 22.7137,
"eval_samples_per_second": 416.401,
"eval_steps_per_second": 1.629,
"step": 16000
},
{
"epoch": 2.0491400491400493,
"grad_norm": 7.341921329498291,
"learning_rate": 2.0076071378946667e-05,
"loss": 2.1676,
"step": 20000
},
{
"epoch": 2.0491400491400493,
"eval_cosine_accuracy": 0.961091160774231,
"eval_loss": 0.9533414840698242,
"eval_runtime": 22.8729,
"eval_samples_per_second": 413.502,
"eval_steps_per_second": 1.618,
"step": 20000
},
{
"epoch": 2.458640458640459,
"grad_norm": 4.12435245513916,
"learning_rate": 1.4144955104259103e-05,
"loss": 2.067,
"step": 24000
},
{
"epoch": 2.458640458640459,
"eval_cosine_accuracy": 0.9617255330085754,
"eval_loss": 0.9420561790466309,
"eval_runtime": 22.7914,
"eval_samples_per_second": 414.981,
"eval_steps_per_second": 1.623,
"step": 24000
},
{
"epoch": 2.868140868140868,
"grad_norm": 3.720942497253418,
"learning_rate": 8.351689838906174e-06,
"loss": 2.0149,
"step": 28000
},
{
"epoch": 2.868140868140868,
"eval_cosine_accuracy": 0.9643687605857849,
"eval_loss": 0.926335871219635,
"eval_runtime": 22.8686,
"eval_samples_per_second": 413.58,
"eval_steps_per_second": 1.618,
"step": 28000
}
],
"logging_steps": 4000,
"max_steps": 39040,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}