zephyr-7b-sft-qlora / trainer_state.json
hansh's picture
Model save
c5e56fa verified
raw
history blame
3.5 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 500,
"global_step": 51,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.058823529411764705,
"grad_norm": 0.41075530648231506,
"learning_rate": 3.3333333333333335e-05,
"loss": 1.0764,
"step": 1
},
{
"epoch": 0.29411764705882354,
"grad_norm": 0.31586405634880066,
"learning_rate": 0.0001666666666666667,
"loss": 1.1671,
"step": 5
},
{
"epoch": 0.5882352941176471,
"grad_norm": 0.2748248875141144,
"learning_rate": 0.0001961261695938319,
"loss": 1.0427,
"step": 10
},
{
"epoch": 0.8823529411764706,
"grad_norm": 0.26047566533088684,
"learning_rate": 0.00018090169943749476,
"loss": 1.0419,
"step": 15
},
{
"epoch": 1.0,
"eval_loss": 1.0335692167282104,
"eval_runtime": 11418.6735,
"eval_samples_per_second": 1.344,
"eval_steps_per_second": 0.168,
"step": 17
},
{
"epoch": 1.1764705882352942,
"grad_norm": 0.24954748153686523,
"learning_rate": 0.0001559192903470747,
"loss": 0.8987,
"step": 20
},
{
"epoch": 1.4705882352941178,
"grad_norm": 0.26379314064979553,
"learning_rate": 0.00012419218955996676,
"loss": 0.91,
"step": 25
},
{
"epoch": 1.7647058823529411,
"grad_norm": 0.29261425137519836,
"learning_rate": 8.954715367323468e-05,
"loss": 0.8637,
"step": 30
},
{
"epoch": 2.0,
"eval_loss": 1.0328121185302734,
"eval_runtime": 11368.8822,
"eval_samples_per_second": 1.35,
"eval_steps_per_second": 0.169,
"step": 34
},
{
"epoch": 2.0588235294117645,
"grad_norm": 0.44186949729919434,
"learning_rate": 5.616288532109225e-05,
"loss": 0.9475,
"step": 35
},
{
"epoch": 2.3529411764705883,
"grad_norm": 0.3536168038845062,
"learning_rate": 2.8066019966134904e-05,
"loss": 0.816,
"step": 40
},
{
"epoch": 2.6470588235294117,
"grad_norm": 0.37321916222572327,
"learning_rate": 8.645454235739903e-06,
"loss": 0.815,
"step": 45
},
{
"epoch": 2.9411764705882355,
"grad_norm": 0.34859296679496765,
"learning_rate": 2.4359497401758024e-07,
"loss": 0.8198,
"step": 50
},
{
"epoch": 3.0,
"eval_loss": 1.0511847734451294,
"eval_runtime": 11370.1779,
"eval_samples_per_second": 1.35,
"eval_steps_per_second": 0.169,
"step": 51
},
{
"epoch": 3.0,
"step": 51,
"total_flos": 3.5859605640708096e+16,
"train_loss": 0.9273478938084022,
"train_runtime": 35264.3392,
"train_samples_per_second": 0.012,
"train_steps_per_second": 0.001
}
],
"logging_steps": 5,
"max_steps": 51,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3.5859605640708096e+16,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}