qwen3b-lora-sft-s13 / trainer_state.json
Yiqi-Liu's picture
Upload folder using huggingface_hub
fd099bb verified
Raw
History Blame Contribute Delete
5.73 kB
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 50,
"global_step": 114,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.13157894736842105,
"grad_norm": 2.8724489212036133,
"learning_rate": 9.999999999999999e-05,
"loss": 3.2117641448974608,
"step": 5
},
{
"epoch": 0.2631578947368421,
"grad_norm": 3.8114724159240723,
"learning_rate": 0.0001497146023568809,
"loss": 1.3626741409301757,
"step": 10
},
{
"epoch": 0.39473684210526316,
"grad_norm": 2.2762057781219482,
"learning_rate": 0.00014797836529348678,
"loss": 0.37534074783325194,
"step": 15
},
{
"epoch": 0.5263157894736842,
"grad_norm": 0.8772661089897156,
"learning_rate": 0.00014470106431701166,
"loss": 0.25732452869415284,
"step": 20
},
{
"epoch": 0.6578947368421053,
"grad_norm": 0.28068816661834717,
"learning_rate": 0.0001399519052838329,
"loss": 0.22821950912475586,
"step": 25
},
{
"epoch": 0.7894736842105263,
"grad_norm": 0.37059611082077026,
"learning_rate": 0.00013383117486896816,
"loss": 0.21986465454101561,
"step": 30
},
{
"epoch": 0.9210526315789473,
"grad_norm": 0.21363650262355804,
"learning_rate": 0.000126468122840155,
"loss": 0.19870233535766602,
"step": 35
},
{
"epoch": 1.0526315789473684,
"grad_norm": 0.29518723487854004,
"learning_rate": 0.00011801823272632844,
"loss": 0.18972501754760743,
"step": 40
},
{
"epoch": 1.1842105263157894,
"grad_norm": 0.16845785081386566,
"learning_rate": 0.00010865993851503467,
"loss": 0.18694405555725097,
"step": 45
},
{
"epoch": 1.3157894736842106,
"grad_norm": 0.18659795820713043,
"learning_rate": 9.859085671137102e-05,
"loss": 0.18443360328674316,
"step": 50
},
{
"epoch": 1.3157894736842106,
"eval_loss": 0.18096967041492462,
"eval_runtime": 0.514,
"eval_samples_per_second": 486.415,
"eval_steps_per_second": 15.565,
"step": 50
},
{
"epoch": 1.4473684210526316,
"grad_norm": 0.09704450517892838,
"learning_rate": 8.802361332501978e-05,
"loss": 0.17949447631835938,
"step": 55
},
{
"epoch": 1.5789473684210527,
"grad_norm": 0.149698406457901,
"learning_rate": 7.718135390573335e-05,
"loss": 0.17545132637023925,
"step": 60
},
{
"epoch": 1.7105263157894737,
"grad_norm": 0.4086472988128662,
"learning_rate": 6.629303144060771e-05,
"loss": 0.16337993144989013,
"step": 65
},
{
"epoch": 1.8421052631578947,
"grad_norm": 0.2512857913970947,
"learning_rate": 5.558857161731093e-05,
"loss": 0.15300323963165283,
"step": 70
},
{
"epoch": 1.973684210526316,
"grad_norm": 0.1288457214832306,
"learning_rate": 4.529401754706323e-05,
"loss": 0.1532054901123047,
"step": 75
},
{
"epoch": 2.1052631578947367,
"grad_norm": 0.10154800862073898,
"learning_rate": 3.562675647490799e-05,
"loss": 0.1503889560699463,
"step": 80
},
{
"epoch": 2.236842105263158,
"grad_norm": 0.010364431887865067,
"learning_rate": 2.6790929273509545e-05,
"loss": 0.15022125244140624,
"step": 85
},
{
"epoch": 2.3684210526315788,
"grad_norm": 0.0075685251504182816,
"learning_rate": 1.897311965692531e-05,
"loss": 0.15019209384918214,
"step": 90
},
{
"epoch": 2.5,
"grad_norm": 0.007590321823954582,
"learning_rate": 1.2338414144029779e-05,
"loss": 0.15014156103134155,
"step": 95
},
{
"epoch": 2.6315789473684212,
"grad_norm": 0.004777102265506983,
"learning_rate": 7.026915972251254e-06,
"loss": 0.15012743473052978,
"step": 100
},
{
"epoch": 2.6315789473684212,
"eval_loss": 0.15011924505233765,
"eval_runtime": 0.4989,
"eval_samples_per_second": 501.08,
"eval_steps_per_second": 16.035,
"step": 100
},
{
"epoch": 2.763157894736842,
"grad_norm": 0.004256995860487223,
"learning_rate": 3.150786576338332e-06,
"loss": 0.15010836124420165,
"step": 105
},
{
"epoch": 2.8947368421052633,
"grad_norm": 0.004810058977454901,
"learning_rate": 7.918771064291645e-07,
"loss": 0.1501091480255127,
"step": 110
},
{
"epoch": 3.0,
"eval_loss": 0.15010888874530792,
"eval_runtime": 0.4909,
"eval_samples_per_second": 509.265,
"eval_steps_per_second": 16.296,
"step": 114
},
{
"epoch": 3.0,
"step": 114,
"total_flos": 3.851983523518874e+16,
"train_loss": 0.3688990599230716,
"train_runtime": 95.5617,
"train_samples_per_second": 149.118,
"train_steps_per_second": 1.193
}
],
"logging_steps": 5,
"max_steps": 114,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 50,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3.851983523518874e+16,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}