llama3.1_4B_ckpt500 / trainer_state.json
thucdangvan020999's picture
Upload folder using huggingface_hub
205a2d4 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.2650056625141564,
"eval_steps": 20,
"global_step": 500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.09060022650056625,
"grad_norm": 4.824601173400879,
"learning_rate": 1.9393939393939395e-05,
"loss": 6.3414,
"step": 20
},
{
"epoch": 0.09060022650056625,
"eval_loss": 5.462944984436035,
"eval_runtime": 169.7392,
"eval_samples_per_second": 2.327,
"eval_steps_per_second": 0.583,
"step": 20
},
{
"epoch": 0.1812004530011325,
"grad_norm": 3.5273354053497314,
"learning_rate": 1.8585858585858588e-05,
"loss": 4.9204,
"step": 40
},
{
"epoch": 0.1812004530011325,
"eval_loss": 4.40663480758667,
"eval_runtime": 169.7659,
"eval_samples_per_second": 2.327,
"eval_steps_per_second": 0.583,
"step": 40
},
{
"epoch": 0.2718006795016987,
"grad_norm": 2.5483546257019043,
"learning_rate": 1.7777777777777777e-05,
"loss": 4.0241,
"step": 60
},
{
"epoch": 0.2718006795016987,
"eval_loss": 3.6545450687408447,
"eval_runtime": 169.7082,
"eval_samples_per_second": 2.328,
"eval_steps_per_second": 0.583,
"step": 60
},
{
"epoch": 0.362400906002265,
"grad_norm": 1.4762500524520874,
"learning_rate": 1.6969696969696972e-05,
"loss": 3.4114,
"step": 80
},
{
"epoch": 0.362400906002265,
"eval_loss": 3.1997323036193848,
"eval_runtime": 169.459,
"eval_samples_per_second": 2.331,
"eval_steps_per_second": 0.584,
"step": 80
},
{
"epoch": 0.45300113250283125,
"grad_norm": 1.2465909719467163,
"learning_rate": 1.616161616161616e-05,
"loss": 3.0527,
"step": 100
},
{
"epoch": 0.45300113250283125,
"eval_loss": 2.9332973957061768,
"eval_runtime": 169.4702,
"eval_samples_per_second": 2.331,
"eval_steps_per_second": 0.584,
"step": 100
},
{
"epoch": 0.5436013590033975,
"grad_norm": 1.2837079763412476,
"learning_rate": 1.5353535353535354e-05,
"loss": 2.8401,
"step": 120
},
{
"epoch": 0.5436013590033975,
"eval_loss": 2.765261173248291,
"eval_runtime": 169.5654,
"eval_samples_per_second": 2.329,
"eval_steps_per_second": 0.584,
"step": 120
},
{
"epoch": 0.6342015855039638,
"grad_norm": 1.069353699684143,
"learning_rate": 1.4545454545454546e-05,
"loss": 2.7202,
"step": 140
},
{
"epoch": 0.6342015855039638,
"eval_loss": 2.654095411300659,
"eval_runtime": 169.5632,
"eval_samples_per_second": 2.33,
"eval_steps_per_second": 0.584,
"step": 140
},
{
"epoch": 0.72480181200453,
"grad_norm": 1.0665814876556396,
"learning_rate": 1.3737373737373739e-05,
"loss": 2.605,
"step": 160
},
{
"epoch": 0.72480181200453,
"eval_loss": 2.576014995574951,
"eval_runtime": 169.9075,
"eval_samples_per_second": 2.325,
"eval_steps_per_second": 0.583,
"step": 160
},
{
"epoch": 0.8154020385050963,
"grad_norm": 1.076709508895874,
"learning_rate": 1.2929292929292931e-05,
"loss": 2.5533,
"step": 180
},
{
"epoch": 0.8154020385050963,
"eval_loss": 2.519667148590088,
"eval_runtime": 169.6071,
"eval_samples_per_second": 2.329,
"eval_steps_per_second": 0.584,
"step": 180
},
{
"epoch": 0.9060022650056625,
"grad_norm": 1.0686030387878418,
"learning_rate": 1.2121212121212122e-05,
"loss": 2.5004,
"step": 200
},
{
"epoch": 0.9060022650056625,
"eval_loss": 2.4773340225219727,
"eval_runtime": 169.6567,
"eval_samples_per_second": 2.328,
"eval_steps_per_second": 0.584,
"step": 200
},
{
"epoch": 0.9966024915062288,
"grad_norm": 1.1253015995025635,
"learning_rate": 1.1313131313131314e-05,
"loss": 2.4613,
"step": 220
},
{
"epoch": 0.9966024915062288,
"eval_loss": 2.444694995880127,
"eval_runtime": 169.7657,
"eval_samples_per_second": 2.327,
"eval_steps_per_second": 0.583,
"step": 220
},
{
"epoch": 1.087202718006795,
"grad_norm": 1.1171083450317383,
"learning_rate": 1.0505050505050507e-05,
"loss": 2.4456,
"step": 240
},
{
"epoch": 1.087202718006795,
"eval_loss": 2.4184916019439697,
"eval_runtime": 169.7027,
"eval_samples_per_second": 2.328,
"eval_steps_per_second": 0.583,
"step": 240
},
{
"epoch": 1.1778029445073612,
"grad_norm": 1.1789259910583496,
"learning_rate": 9.696969696969698e-06,
"loss": 2.4151,
"step": 260
},
{
"epoch": 1.1778029445073612,
"eval_loss": 2.397007465362549,
"eval_runtime": 169.6356,
"eval_samples_per_second": 2.329,
"eval_steps_per_second": 0.584,
"step": 260
},
{
"epoch": 1.2684031710079275,
"grad_norm": 1.1507657766342163,
"learning_rate": 8.888888888888888e-06,
"loss": 2.3943,
"step": 280
},
{
"epoch": 1.2684031710079275,
"eval_loss": 2.3794679641723633,
"eval_runtime": 169.6152,
"eval_samples_per_second": 2.329,
"eval_steps_per_second": 0.584,
"step": 280
},
{
"epoch": 1.3590033975084936,
"grad_norm": 1.1052231788635254,
"learning_rate": 8.08080808080808e-06,
"loss": 2.3621,
"step": 300
},
{
"epoch": 1.3590033975084936,
"eval_loss": 2.3650312423706055,
"eval_runtime": 169.6247,
"eval_samples_per_second": 2.329,
"eval_steps_per_second": 0.584,
"step": 300
},
{
"epoch": 1.44960362400906,
"grad_norm": 1.156396508216858,
"learning_rate": 7.272727272727273e-06,
"loss": 2.3475,
"step": 320
},
{
"epoch": 1.44960362400906,
"eval_loss": 2.3532702922821045,
"eval_runtime": 169.6216,
"eval_samples_per_second": 2.329,
"eval_steps_per_second": 0.584,
"step": 320
},
{
"epoch": 1.5402038505096263,
"grad_norm": 1.1324844360351562,
"learning_rate": 6.464646464646466e-06,
"loss": 2.339,
"step": 340
},
{
"epoch": 1.5402038505096263,
"eval_loss": 2.342968702316284,
"eval_runtime": 169.6943,
"eval_samples_per_second": 2.328,
"eval_steps_per_second": 0.583,
"step": 340
},
{
"epoch": 1.6308040770101924,
"grad_norm": 1.2476097345352173,
"learning_rate": 5.656565656565657e-06,
"loss": 2.3247,
"step": 360
},
{
"epoch": 1.6308040770101924,
"eval_loss": 2.334242343902588,
"eval_runtime": 169.8944,
"eval_samples_per_second": 2.325,
"eval_steps_per_second": 0.583,
"step": 360
},
{
"epoch": 1.721404303510759,
"grad_norm": 1.1416445970535278,
"learning_rate": 4.848484848484849e-06,
"loss": 2.3335,
"step": 380
},
{
"epoch": 1.721404303510759,
"eval_loss": 2.326986789703369,
"eval_runtime": 169.8042,
"eval_samples_per_second": 2.326,
"eval_steps_per_second": 0.583,
"step": 380
},
{
"epoch": 1.812004530011325,
"grad_norm": 1.1464892625808716,
"learning_rate": 4.04040404040404e-06,
"loss": 2.3007,
"step": 400
},
{
"epoch": 1.812004530011325,
"eval_loss": 2.321030378341675,
"eval_runtime": 169.8884,
"eval_samples_per_second": 2.325,
"eval_steps_per_second": 0.583,
"step": 400
},
{
"epoch": 1.9026047565118913,
"grad_norm": 1.1699483394622803,
"learning_rate": 3.232323232323233e-06,
"loss": 2.3095,
"step": 420
},
{
"epoch": 1.9026047565118913,
"eval_loss": 2.3161513805389404,
"eval_runtime": 169.7467,
"eval_samples_per_second": 2.327,
"eval_steps_per_second": 0.583,
"step": 420
},
{
"epoch": 1.9932049830124576,
"grad_norm": 1.1978620290756226,
"learning_rate": 2.4242424242424244e-06,
"loss": 2.3093,
"step": 440
},
{
"epoch": 1.9932049830124576,
"eval_loss": 2.312627077102661,
"eval_runtime": 170.0514,
"eval_samples_per_second": 2.323,
"eval_steps_per_second": 0.582,
"step": 440
},
{
"epoch": 2.0838052095130237,
"grad_norm": 1.23793363571167,
"learning_rate": 1.6161616161616164e-06,
"loss": 2.327,
"step": 460
},
{
"epoch": 2.0838052095130237,
"eval_loss": 2.309922933578491,
"eval_runtime": 169.6935,
"eval_samples_per_second": 2.328,
"eval_steps_per_second": 0.583,
"step": 460
},
{
"epoch": 2.17440543601359,
"grad_norm": 1.2800756692886353,
"learning_rate": 8.080808080808082e-07,
"loss": 2.3005,
"step": 480
},
{
"epoch": 2.17440543601359,
"eval_loss": 2.3085172176361084,
"eval_runtime": 169.7305,
"eval_samples_per_second": 2.327,
"eval_steps_per_second": 0.583,
"step": 480
},
{
"epoch": 2.2650056625141564,
"grad_norm": 1.1457535028457642,
"learning_rate": 0.0,
"loss": 2.2871,
"step": 500
},
{
"epoch": 2.2650056625141564,
"eval_loss": 2.3081250190734863,
"eval_runtime": 169.7694,
"eval_samples_per_second": 2.327,
"eval_steps_per_second": 0.583,
"step": 500
}
],
"logging_steps": 20,
"max_steps": 500,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 20,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3.75343643596161e+17,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}