sequence_classification / trainer_state.json
titanhacker's picture
titanhacker/llama_3.2_QLORA_finetuned_asap2_avala_v2
1a5e601 verified
raw
history blame
2.82 kB
{
"best_metric": 0.8860787153244019,
"best_model_checkpoint": "sequence_classification\\checkpoint-1238",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 2476,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.8077544426494345,
"grad_norm": 15.20165729522705,
"learning_rate": 7.980613893376414e-05,
"loss": 1.3148,
"step": 500
},
{
"epoch": 1.0,
"eval_loss": 0.9956253170967102,
"eval_pearson": 0.7673949737715109,
"eval_runtime": 593.2409,
"eval_samples_per_second": 8.337,
"eval_steps_per_second": 0.261,
"step": 619
},
{
"epoch": 1.615508885298869,
"grad_norm": 19.32335662841797,
"learning_rate": 5.9612277867528274e-05,
"loss": 0.9627,
"step": 1000
},
{
"epoch": 2.0,
"eval_loss": 0.8860787153244019,
"eval_pearson": 0.7987432834261069,
"eval_runtime": 588.6019,
"eval_samples_per_second": 8.403,
"eval_steps_per_second": 0.263,
"step": 1238
},
{
"epoch": 2.4232633279483036,
"grad_norm": 10.007705688476562,
"learning_rate": 3.941841680129241e-05,
"loss": 0.8641,
"step": 1500
},
{
"epoch": 3.0,
"eval_loss": 0.9137663245201111,
"eval_pearson": 0.7964932034547004,
"eval_runtime": 589.478,
"eval_samples_per_second": 8.39,
"eval_steps_per_second": 0.263,
"step": 1857
},
{
"epoch": 3.231017770597738,
"grad_norm": 4.174856662750244,
"learning_rate": 1.9224555735056543e-05,
"loss": 0.7651,
"step": 2000
},
{
"epoch": 4.0,
"eval_loss": 0.8885385990142822,
"eval_pearson": 0.8035657020343545,
"eval_runtime": 588.4581,
"eval_samples_per_second": 8.405,
"eval_steps_per_second": 0.263,
"step": 2476
},
{
"epoch": 4.0,
"step": 2476,
"total_flos": 2.3738772810018816e+17,
"train_loss": 0.9284627911347372,
"train_runtime": 31889.2207,
"train_samples_per_second": 2.481,
"train_steps_per_second": 0.078
}
],
"logging_steps": 500,
"max_steps": 2476,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"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": 2.3738772810018816e+17,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}