indosum-lora-3 / trainer_state.json
apwic's picture
End of training
84184de verified
raw
history blame
No virus
3.27 kB
{
"best_metric": 72.3075,
"best_model_checkpoint": "bin/indosum-lora-3/checkpoint-2676",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 4460,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.5876893401145935,
"learning_rate": 0.0008,
"loss": 0.8274,
"step": 892
},
{
"epoch": 1.0,
"eval_gen_len": 100.152,
"eval_loss": 0.5684335827827454,
"eval_rouge1": 69.5991,
"eval_rouge2": 62.0811,
"eval_rougeL": 66.2103,
"eval_rougeLsum": 68.5179,
"eval_runtime": 219.0061,
"eval_samples_per_second": 3.425,
"eval_steps_per_second": 0.11,
"step": 892
},
{
"epoch": 2.0,
"grad_norm": 0.4317479431629181,
"learning_rate": 0.0006,
"loss": 0.6237,
"step": 1784
},
{
"epoch": 2.0,
"eval_gen_len": 104.78133333333334,
"eval_loss": 0.5486577153205872,
"eval_rouge1": 71.3379,
"eval_rouge2": 64.0461,
"eval_rougeL": 68.1399,
"eval_rougeLsum": 70.3424,
"eval_runtime": 219.5178,
"eval_samples_per_second": 3.417,
"eval_steps_per_second": 0.109,
"step": 1784
},
{
"epoch": 3.0,
"grad_norm": 0.5349451303482056,
"learning_rate": 0.0004,
"loss": 0.5824,
"step": 2676
},
{
"epoch": 3.0,
"eval_gen_len": 101.356,
"eval_loss": 0.5441932678222656,
"eval_rouge1": 72.3075,
"eval_rouge2": 65.3703,
"eval_rougeL": 69.1638,
"eval_rougeLsum": 71.3776,
"eval_runtime": 219.0561,
"eval_samples_per_second": 3.424,
"eval_steps_per_second": 0.11,
"step": 2676
},
{
"epoch": 4.0,
"grad_norm": 0.44907253980636597,
"learning_rate": 0.0002,
"loss": 0.555,
"step": 3568
},
{
"epoch": 4.0,
"eval_gen_len": 103.64666666666666,
"eval_loss": 0.5253363251686096,
"eval_rouge1": 72.2139,
"eval_rouge2": 65.2916,
"eval_rougeL": 69.2278,
"eval_rougeLsum": 71.2919,
"eval_runtime": 219.9659,
"eval_samples_per_second": 3.41,
"eval_steps_per_second": 0.109,
"step": 3568
},
{
"epoch": 5.0,
"grad_norm": 0.3915654420852661,
"learning_rate": 0.0,
"loss": 0.5391,
"step": 4460
},
{
"epoch": 5.0,
"eval_gen_len": 102.11733333333333,
"eval_loss": 0.5204364657402039,
"eval_rouge1": 72.0194,
"eval_rouge2": 64.9755,
"eval_rougeL": 68.9244,
"eval_rougeLsum": 71.0549,
"eval_runtime": 218.95,
"eval_samples_per_second": 3.425,
"eval_steps_per_second": 0.11,
"step": 4460
},
{
"epoch": 5.0,
"step": 4460,
"total_flos": 4.90582346563584e+16,
"train_loss": 0.6255005293362879,
"train_runtime": 4838.9085,
"train_samples_per_second": 14.747,
"train_steps_per_second": 0.922
}
],
"logging_steps": 500,
"max_steps": 4460,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 4.90582346563584e+16,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}