Meertje / trainer_state.json
nikkibyr's picture
Duplicate from nikkibyr/MEERTje
7fb6750
{
"best_global_step": 798,
"best_metric": 0.959349593495935,
"best_model_checkpoint": "model_2cl_xlmr\r/checkpoint-798",
"epoch": 10.0,
"eval_steps": 500,
"global_step": 1330,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.9471544715447154,
"eval_loss": 0.18127350509166718,
"eval_runtime": 1017.0073,
"eval_samples_per_second": 0.726,
"eval_steps_per_second": 0.046,
"step": 133
},
{
"epoch": 2.0,
"eval_accuracy": 0.94579945799458,
"eval_loss": 0.22662535309791565,
"eval_runtime": 2992.6864,
"eval_samples_per_second": 0.247,
"eval_steps_per_second": 0.016,
"step": 266
},
{
"epoch": 3.0,
"eval_accuracy": 0.9552845528455285,
"eval_loss": 0.2268151044845581,
"eval_runtime": 1007.3343,
"eval_samples_per_second": 0.733,
"eval_steps_per_second": 0.047,
"step": 399
},
{
"epoch": 3.7593984962406015,
"grad_norm": 0.7479304671287537,
"learning_rate": 1.249624060150376e-05,
"loss": 0.0922,
"step": 500
},
{
"epoch": 4.0,
"eval_accuracy": 0.9552845528455285,
"eval_loss": 0.2308872640132904,
"eval_runtime": 997.6443,
"eval_samples_per_second": 0.74,
"eval_steps_per_second": 0.047,
"step": 532
},
{
"epoch": 5.0,
"eval_accuracy": 0.9566395663956639,
"eval_loss": 0.27437824010849,
"eval_runtime": 984.572,
"eval_samples_per_second": 0.75,
"eval_steps_per_second": 0.048,
"step": 665
},
{
"epoch": 6.0,
"eval_accuracy": 0.959349593495935,
"eval_loss": 0.27316540479660034,
"eval_runtime": 982.9248,
"eval_samples_per_second": 0.751,
"eval_steps_per_second": 0.048,
"step": 798
},
{
"epoch": 7.0,
"eval_accuracy": 0.9539295392953929,
"eval_loss": 0.3055616021156311,
"eval_runtime": 1029.7815,
"eval_samples_per_second": 0.717,
"eval_steps_per_second": 0.046,
"step": 931
},
{
"epoch": 7.518796992481203,
"grad_norm": 0.0025694917421787977,
"learning_rate": 4.977443609022557e-06,
"loss": 0.0053,
"step": 1000
},
{
"epoch": 8.0,
"eval_accuracy": 0.9512195121951219,
"eval_loss": 0.3166494071483612,
"eval_runtime": 1090.0234,
"eval_samples_per_second": 0.677,
"eval_steps_per_second": 0.043,
"step": 1064
},
{
"epoch": 9.0,
"eval_accuracy": 0.9525745257452575,
"eval_loss": 0.3175627887248993,
"eval_runtime": 1001.2794,
"eval_samples_per_second": 0.737,
"eval_steps_per_second": 0.047,
"step": 1197
},
{
"epoch": 10.0,
"eval_accuracy": 0.9525745257452575,
"eval_loss": 0.32180824875831604,
"eval_runtime": 997.2825,
"eval_samples_per_second": 0.74,
"eval_steps_per_second": 0.047,
"step": 1330
}
],
"logging_steps": 500,
"max_steps": 1330,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"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": 5583216594739200.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}