LamaDiab's picture
Training checkpoint - Epoch 2, Step 16056
40b64d4 verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.9977603583426653,
"eval_steps": 2000,
"global_step": 16056,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0001868460388639761,
"grad_norm": 8.915643692016602,
"learning_rate": 0.0,
"loss": 3.2115,
"step": 1
},
{
"epoch": 0.37369207772795215,
"grad_norm": 3.4466991424560547,
"learning_rate": 2.994527998755732e-05,
"loss": 1.907,
"step": 2000
},
{
"epoch": 0.37369207772795215,
"eval_cosine_accuracy": 0.9618272185325623,
"eval_loss": 0.6304187178611755,
"eval_runtime": 27.4998,
"eval_samples_per_second": 343.893,
"eval_steps_per_second": 1.345,
"step": 2000
},
{
"epoch": 0.7473841554559043,
"grad_norm": 2.7122421264648438,
"learning_rate": 2.8015311122967933e-05,
"loss": 1.1209,
"step": 4000
},
{
"epoch": 0.7473841554559043,
"eval_cosine_accuracy": 0.9697578549385071,
"eval_loss": 0.553921639919281,
"eval_runtime": 25.7506,
"eval_samples_per_second": 367.254,
"eval_steps_per_second": 1.437,
"step": 4000
},
{
"epoch": 1.1209406494960805,
"grad_norm": 2.4806041717529297,
"learning_rate": 2.3665720196385667e-05,
"loss": 0.9041,
"step": 6000
},
{
"epoch": 1.1209406494960805,
"eval_cosine_accuracy": 0.9741989970207214,
"eval_loss": 0.5072000622749329,
"eval_runtime": 26.0436,
"eval_samples_per_second": 363.122,
"eval_steps_per_second": 1.421,
"step": 6000
},
{
"epoch": 1.494214259051885,
"grad_norm": 4.2601141929626465,
"learning_rate": 1.770493593475678e-05,
"loss": 0.7989,
"step": 8000
},
{
"epoch": 1.494214259051885,
"eval_cosine_accuracy": 0.9733530879020691,
"eval_loss": 0.4787100553512573,
"eval_runtime": 26.7179,
"eval_samples_per_second": 353.958,
"eval_steps_per_second": 1.385,
"step": 8000
},
{
"epoch": 1.8674878686076894,
"grad_norm": 4.208492279052734,
"learning_rate": 1.1241230432764519e-05,
"loss": 0.7458,
"step": 10000
},
{
"epoch": 1.8674878686076894,
"eval_cosine_accuracy": 0.9733530879020691,
"eval_loss": 0.4714418947696686,
"eval_runtime": 26.4276,
"eval_samples_per_second": 357.846,
"eval_steps_per_second": 1.4,
"step": 10000
},
{
"epoch": 2.2407614781634937,
"grad_norm": 3.4276180267333984,
"learning_rate": 5.476382537233154e-06,
"loss": 0.6976,
"step": 12000
},
{
"epoch": 2.2407614781634937,
"eval_cosine_accuracy": 0.974939227104187,
"eval_loss": 0.4594666063785553,
"eval_runtime": 26.464,
"eval_samples_per_second": 357.354,
"eval_steps_per_second": 1.398,
"step": 12000
},
{
"epoch": 2.6140350877192984,
"grad_norm": 2.610654592514038,
"learning_rate": 1.4808212490710914e-06,
"loss": 0.6796,
"step": 14000
},
{
"epoch": 2.6140350877192984,
"eval_cosine_accuracy": 0.9745162129402161,
"eval_loss": 0.45741090178489685,
"eval_runtime": 27.6186,
"eval_samples_per_second": 342.415,
"eval_steps_per_second": 1.34,
"step": 14000
},
{
"epoch": 2.9873086972751026,
"grad_norm": 3.243903875350952,
"learning_rate": 1.3191027301212577e-09,
"loss": 0.6764,
"step": 16000
},
{
"epoch": 2.9873086972751026,
"eval_cosine_accuracy": 0.9748334288597107,
"eval_loss": 0.4565849006175995,
"eval_runtime": 27.8151,
"eval_samples_per_second": 339.996,
"eval_steps_per_second": 1.33,
"step": 16000
}
],
"logging_steps": 2000,
"max_steps": 16056,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"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": 0.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}