sarcasm-classifier-gpt4-data / trainer_state.json
hallisky's picture
Upload 12 files
dfc86c9 verified
raw
history blame contribute delete
No virus
4.08 kB
{
"best_metric": 1.0,
"best_model_checkpoint": "train_binary/05-13-2024_11:56:46/checkpoint-20",
"epoch": 3.5,
"eval_steps": 10,
"global_step": 70,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.5,
"grad_norm": 9.57083797454834,
"learning_rate": 5e-05,
"loss": 0.543,
"step": 10
},
{
"epoch": 0.5,
"eval_acc_product": 0.9359294458762887,
"eval_loss": 0.07417334616184235,
"eval_overall_acc": 0.9711111111111111,
"eval_runtime": 2.1515,
"eval_samples_per_second": 209.161,
"eval_sarcasm_less_acc": 0.9921875,
"eval_sarcasm_more_acc": 0.9432989690721649,
"eval_steps_per_second": 1.859,
"step": 10
},
{
"epoch": 1.0,
"grad_norm": 7.6136794090271,
"learning_rate": 4.4444444444444447e-05,
"loss": 0.0292,
"step": 20
},
{
"epoch": 1.0,
"eval_acc_product": 1.0,
"eval_loss": 0.0033113760873675346,
"eval_overall_acc": 1.0,
"eval_runtime": 2.1413,
"eval_samples_per_second": 210.153,
"eval_sarcasm_less_acc": 1.0,
"eval_sarcasm_more_acc": 1.0,
"eval_steps_per_second": 1.868,
"step": 20
},
{
"epoch": 1.5,
"grad_norm": 0.8403103351593018,
"learning_rate": 3.888888888888889e-05,
"loss": 0.0208,
"step": 30
},
{
"epoch": 1.5,
"eval_acc_product": 0.9948453608247423,
"eval_loss": 0.01030806079506874,
"eval_overall_acc": 0.9977777777777778,
"eval_runtime": 2.1431,
"eval_samples_per_second": 209.98,
"eval_sarcasm_less_acc": 1.0,
"eval_sarcasm_more_acc": 0.9948453608247423,
"eval_steps_per_second": 1.866,
"step": 30
},
{
"epoch": 2.0,
"grad_norm": 0.03753209486603737,
"learning_rate": 3.3333333333333335e-05,
"loss": 0.0177,
"step": 40
},
{
"epoch": 2.0,
"eval_acc_product": 0.9896907216494846,
"eval_loss": 0.01667691580951214,
"eval_overall_acc": 0.9955555555555555,
"eval_runtime": 2.1482,
"eval_samples_per_second": 209.475,
"eval_sarcasm_less_acc": 1.0,
"eval_sarcasm_more_acc": 0.9896907216494846,
"eval_steps_per_second": 1.862,
"step": 40
},
{
"epoch": 2.5,
"grad_norm": 0.07835885137319565,
"learning_rate": 2.777777777777778e-05,
"loss": 0.0142,
"step": 50
},
{
"epoch": 2.5,
"eval_acc_product": 1.0,
"eval_loss": 0.0007662121206521988,
"eval_overall_acc": 1.0,
"eval_runtime": 2.1491,
"eval_samples_per_second": 209.392,
"eval_sarcasm_less_acc": 1.0,
"eval_sarcasm_more_acc": 1.0,
"eval_steps_per_second": 1.861,
"step": 50
},
{
"epoch": 3.0,
"grad_norm": 0.010010856203734875,
"learning_rate": 2.2222222222222223e-05,
"loss": 0.0063,
"step": 60
},
{
"epoch": 3.0,
"eval_acc_product": 1.0,
"eval_loss": 0.001220210688188672,
"eval_overall_acc": 1.0,
"eval_runtime": 2.1485,
"eval_samples_per_second": 209.449,
"eval_sarcasm_less_acc": 1.0,
"eval_sarcasm_more_acc": 1.0,
"eval_steps_per_second": 1.862,
"step": 60
},
{
"epoch": 3.5,
"grad_norm": 0.007230594754219055,
"learning_rate": 1.6666666666666667e-05,
"loss": 0.0032,
"step": 70
},
{
"epoch": 3.5,
"eval_acc_product": 1.0,
"eval_loss": 0.0004007717070635408,
"eval_overall_acc": 1.0,
"eval_runtime": 2.1484,
"eval_samples_per_second": 209.459,
"eval_sarcasm_less_acc": 1.0,
"eval_sarcasm_more_acc": 1.0,
"eval_steps_per_second": 1.862,
"step": 70
}
],
"logging_steps": 10,
"max_steps": 100,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 10,
"total_flos": 2080536768629760.0,
"train_batch_size": 128,
"trial_name": null,
"trial_params": null
}