pkr7098's picture
End of training
a89c5fe verified
raw
history blame
5.49 kB
{
"best_metric": 0.751246988773346,
"best_model_checkpoint": "./beans_outputs/checkpoint-1300",
"epoch": 10.0,
"eval_steps": 500,
"global_step": 1300,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.7692307692307693,
"grad_norm": 2.51617431640625,
"learning_rate": 5e-05,
"loss": 1.1019,
"step": 100
},
{
"epoch": 1.0,
"eval_accuracy": 0.41353383458646614,
"eval_loss": 1.094665288925171,
"eval_runtime": 0.9302,
"eval_samples_per_second": 142.976,
"eval_steps_per_second": 18.275,
"step": 130
},
{
"epoch": 1.5384615384615383,
"grad_norm": 0.6315650343894958,
"learning_rate": 5e-05,
"loss": 1.091,
"step": 200
},
{
"epoch": 2.0,
"eval_accuracy": 0.518796992481203,
"eval_loss": 1.002743124961853,
"eval_runtime": 0.9515,
"eval_samples_per_second": 139.773,
"eval_steps_per_second": 17.866,
"step": 260
},
{
"epoch": 2.3076923076923075,
"grad_norm": 1.4020596742630005,
"learning_rate": 5e-05,
"loss": 1.0433,
"step": 300
},
{
"epoch": 3.0,
"eval_accuracy": 0.518796992481203,
"eval_loss": 0.9840062856674194,
"eval_runtime": 0.9456,
"eval_samples_per_second": 140.656,
"eval_steps_per_second": 17.979,
"step": 390
},
{
"epoch": 3.076923076923077,
"grad_norm": 1.387670636177063,
"learning_rate": 5e-05,
"loss": 0.9915,
"step": 400
},
{
"epoch": 3.8461538461538463,
"grad_norm": 0.7062584161758423,
"learning_rate": 5e-05,
"loss": 0.9823,
"step": 500
},
{
"epoch": 4.0,
"eval_accuracy": 0.5639097744360902,
"eval_loss": 0.9470232129096985,
"eval_runtime": 0.9624,
"eval_samples_per_second": 138.194,
"eval_steps_per_second": 17.664,
"step": 520
},
{
"epoch": 4.615384615384615,
"grad_norm": 0.5388019680976868,
"learning_rate": 5e-05,
"loss": 0.9523,
"step": 600
},
{
"epoch": 5.0,
"eval_accuracy": 0.5789473684210527,
"eval_loss": 0.924637496471405,
"eval_runtime": 0.9596,
"eval_samples_per_second": 138.602,
"eval_steps_per_second": 17.716,
"step": 650
},
{
"epoch": 5.384615384615385,
"grad_norm": 1.5363554954528809,
"learning_rate": 5e-05,
"loss": 0.9431,
"step": 700
},
{
"epoch": 6.0,
"eval_accuracy": 0.556390977443609,
"eval_loss": 0.890453577041626,
"eval_runtime": 0.9858,
"eval_samples_per_second": 134.909,
"eval_steps_per_second": 17.244,
"step": 780
},
{
"epoch": 6.153846153846154,
"grad_norm": 1.7380107641220093,
"learning_rate": 5e-05,
"loss": 0.8877,
"step": 800
},
{
"epoch": 6.923076923076923,
"grad_norm": 2.0791220664978027,
"learning_rate": 5e-05,
"loss": 0.8587,
"step": 900
},
{
"epoch": 7.0,
"eval_accuracy": 0.5939849624060151,
"eval_loss": 0.8433966636657715,
"eval_runtime": 0.9653,
"eval_samples_per_second": 137.788,
"eval_steps_per_second": 17.612,
"step": 910
},
{
"epoch": 7.6923076923076925,
"grad_norm": 1.4432713985443115,
"learning_rate": 5e-05,
"loss": 0.834,
"step": 1000
},
{
"epoch": 8.0,
"eval_accuracy": 0.5714285714285714,
"eval_loss": 0.8318859934806824,
"eval_runtime": 0.9617,
"eval_samples_per_second": 138.302,
"eval_steps_per_second": 17.678,
"step": 1040
},
{
"epoch": 8.461538461538462,
"grad_norm": 2.059706449508667,
"learning_rate": 5e-05,
"loss": 0.8149,
"step": 1100
},
{
"epoch": 9.0,
"eval_accuracy": 0.6766917293233082,
"eval_loss": 0.7831493616104126,
"eval_runtime": 0.9673,
"eval_samples_per_second": 137.496,
"eval_steps_per_second": 17.575,
"step": 1170
},
{
"epoch": 9.23076923076923,
"grad_norm": 1.22969651222229,
"learning_rate": 5e-05,
"loss": 0.7628,
"step": 1200
},
{
"epoch": 10.0,
"grad_norm": 3.152574300765991,
"learning_rate": 5e-05,
"loss": 0.729,
"step": 1300
},
{
"epoch": 10.0,
"eval_accuracy": 0.6541353383458647,
"eval_loss": 0.751246988773346,
"eval_runtime": 0.9753,
"eval_samples_per_second": 136.369,
"eval_steps_per_second": 17.431,
"step": 1300
},
{
"epoch": 10.0,
"step": 1300,
"total_flos": 8.772706474360013e+17,
"train_loss": 0.9225140674297626,
"train_runtime": 175.6098,
"train_samples_per_second": 58.881,
"train_steps_per_second": 7.403
}
],
"logging_steps": 100,
"max_steps": 1300,
"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": 8.772706474360013e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}