Quentin Meeus
Finetune NER+ASR module for 5000 steps with LoRA
1e16abf
raw
history blame contribute delete
No virus
1.6 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.7149240393208222,
"eval_steps": 200,
"global_step": 400,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.18,
"learning_rate": 5e-05,
"loss": 0.4292,
"step": 100
},
{
"epoch": 0.36,
"learning_rate": 4.994863481875841e-05,
"loss": 0.2746,
"step": 200
},
{
"epoch": 0.36,
"eval_f1_score": 0.6564825695260478,
"eval_label_f1": 0.8343125734430082,
"eval_loss": 0.26023727655410767,
"eval_runtime": 344.2386,
"eval_samples_per_second": 2.905,
"eval_steps_per_second": 0.363,
"eval_wer": 0.10898676368139949,
"step": 200
},
{
"epoch": 0.54,
"learning_rate": 4.979475034558115e-05,
"loss": 0.2568,
"step": 300
},
{
"epoch": 0.71,
"learning_rate": 4.9538978924776634e-05,
"loss": 0.2481,
"step": 400
},
{
"epoch": 0.71,
"eval_f1_score": 0.6577916992952232,
"eval_label_f1": 0.8347689898198903,
"eval_loss": 0.246540829539299,
"eval_runtime": 341.9234,
"eval_samples_per_second": 2.925,
"eval_steps_per_second": 0.366,
"eval_wer": 0.10217509095131203,
"step": 400
}
],
"logging_steps": 100,
"max_steps": 5000,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"save_steps": 200,
"total_flos": 1.5746656444416e+19,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}