qwen7b-full-sft-s13 / trainer_state.json
Yiqi-Liu's picture
Upload folder using huggingface_hub
2079f76 verified
Raw
History Blame Contribute Delete
10.6 kB
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 50,
"global_step": 225,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.06711409395973154,
"grad_norm": 771.0387290625706,
"learning_rate": 6.666666666666667e-06,
"loss": 3.3403587341308594,
"step": 5
},
{
"epoch": 0.1342281879194631,
"grad_norm": 24.798543146738286,
"learning_rate": 1.5000000000000002e-05,
"loss": 1.2873397827148438,
"step": 10
},
{
"epoch": 0.20134228187919462,
"grad_norm": 9.663013484017599,
"learning_rate": 1.9995649501315172e-05,
"loss": 0.29829452037811277,
"step": 15
},
{
"epoch": 0.2684563758389262,
"grad_norm": 5.6477057523539,
"learning_rate": 1.9946749853292233e-05,
"loss": 0.1349006175994873,
"step": 20
},
{
"epoch": 0.33557046979865773,
"grad_norm": 4.057098021702121,
"learning_rate": 1.9843779142227258e-05,
"loss": 0.07990359663963317,
"step": 25
},
{
"epoch": 0.40268456375838924,
"grad_norm": 1.914170020073957,
"learning_rate": 1.9687297122400952e-05,
"loss": 0.03623477220535278,
"step": 30
},
{
"epoch": 0.4697986577181208,
"grad_norm": 0.05978450488009304,
"learning_rate": 1.947815443842424e-05,
"loss": 0.0021600183099508286,
"step": 35
},
{
"epoch": 0.5369127516778524,
"grad_norm": 0.012301196399380163,
"learning_rate": 1.9217488001088784e-05,
"loss": 0.00010623512789607049,
"step": 40
},
{
"epoch": 0.6040268456375839,
"grad_norm": 0.004193028483875623,
"learning_rate": 1.8906714807059218e-05,
"loss": 2.885170979425311e-05,
"step": 45
},
{
"epoch": 0.6711409395973155,
"grad_norm": 0.0021696829162455526,
"learning_rate": 1.8547524236003675e-05,
"loss": 1.2394384248182177e-05,
"step": 50
},
{
"epoch": 0.6711409395973155,
"eval_loss": 9.160361514659598e-06,
"eval_runtime": 2.223,
"eval_samples_per_second": 112.459,
"eval_steps_per_second": 7.197,
"step": 50
},
{
"epoch": 0.738255033557047,
"grad_norm": 0.001552062897034346,
"learning_rate": 1.8141868867035745e-05,
"loss": 7.670311606489123e-06,
"step": 55
},
{
"epoch": 0.8053691275167785,
"grad_norm": 0.0012379335033009154,
"learning_rate": 1.7691953864390208e-05,
"loss": 5.718640022678301e-06,
"step": 60
},
{
"epoch": 0.87248322147651,
"grad_norm": 0.0010541000193795753,
"learning_rate": 1.7200224990032577e-05,
"loss": 4.781161987921223e-06,
"step": 65
},
{
"epoch": 0.9395973154362416,
"grad_norm": 0.000928873490914045,
"learning_rate": 1.666935530836651e-05,
"loss": 4.1388742829440165e-06,
"step": 70
},
{
"epoch": 1.0,
"grad_norm": 0.0008922235905923142,
"learning_rate": 1.6102230655313076e-05,
"loss": 3.85485400329344e-06,
"step": 75
},
{
"epoch": 1.0671140939597314,
"grad_norm": 0.0008075855123012748,
"learning_rate": 1.5501933950752655e-05,
"loss": 3.514360651024617e-06,
"step": 80
},
{
"epoch": 1.1342281879194631,
"grad_norm": 0.0007917095955772439,
"learning_rate": 1.4871728439607967e-05,
"loss": 3.3707532566040753e-06,
"step": 85
},
{
"epoch": 1.2013422818791946,
"grad_norm": 0.0007942119288409565,
"learning_rate": 1.4215039952670482e-05,
"loss": 3.3559525036253033e-06,
"step": 90
},
{
"epoch": 1.2684563758389262,
"grad_norm": 0.0007667582632583201,
"learning_rate": 1.3535438283601437e-05,
"loss": 3.262608515797183e-06,
"step": 95
},
{
"epoch": 1.3355704697986577,
"grad_norm": 0.000737964470158104,
"learning_rate": 1.2836617783342968e-05,
"loss": 3.128412936348468e-06,
"step": 100
},
{
"epoch": 1.3355704697986577,
"eval_loss": 3.1148604193731444e-06,
"eval_runtime": 2.0231,
"eval_samples_per_second": 123.573,
"eval_steps_per_second": 7.909,
"step": 100
},
{
"epoch": 1.4026845637583891,
"grad_norm": 0.0007199615576756328,
"learning_rate": 1.2122377277429231e-05,
"loss": 3.0415885703405365e-06,
"step": 105
},
{
"epoch": 1.4697986577181208,
"grad_norm": 0.0007126247175517023,
"learning_rate": 1.1396599415368062e-05,
"loss": 2.98672603094019e-06,
"step": 110
},
{
"epoch": 1.5369127516778525,
"grad_norm": 0.0007147228786157012,
"learning_rate": 1.066322956435104e-05,
"loss": 2.9487675419659355e-06,
"step": 115
},
{
"epoch": 1.604026845637584,
"grad_norm": 0.000710730245597985,
"learning_rate": 9.926254362026875e-06,
"loss": 2.942025457741693e-06,
"step": 120
},
{
"epoch": 1.6711409395973154,
"grad_norm": 0.0007130604665711499,
"learning_rate": 9.189680044926402e-06,
"loss": 2.926953311543912e-06,
"step": 125
},
{
"epoch": 1.738255033557047,
"grad_norm": 0.0007082339750801266,
"learning_rate": 8.457510670346976e-06,
"loss": 2.9204267775639893e-06,
"step": 130
},
{
"epoch": 1.8053691275167785,
"grad_norm": 0.0007212567260949268,
"learning_rate": 7.733726350083331e-06,
"loss": 2.9483762773452327e-06,
"step": 135
},
{
"epoch": 1.87248322147651,
"grad_norm": 0.0007020476633877951,
"learning_rate": 7.022261614327448e-06,
"loss": 5.818682257086038e-06,
"step": 140
},
{
"epoch": 1.9395973154362416,
"grad_norm": 0.0006973774426251346,
"learning_rate": 6.326984023352435e-06,
"loss": 2.8704187570838256e-06,
"step": 145
},
{
"epoch": 2.0,
"grad_norm": 0.000682624605940799,
"learning_rate": 5.651673143248509e-06,
"loss": 2.8186999770696274e-06,
"step": 150
},
{
"epoch": 2.0,
"eval_loss": 2.8178355933050625e-06,
"eval_runtime": 2.127,
"eval_samples_per_second": 117.535,
"eval_steps_per_second": 7.522,
"step": 150
},
{
"epoch": 2.0671140939597317,
"grad_norm": 0.0006879802420483138,
"learning_rate": 5.000000000000003e-06,
"loss": 2.7831285478896463e-06,
"step": 155
},
{
"epoch": 2.134228187919463,
"grad_norm": 0.0006632420952139857,
"learning_rate": 4.375507123592194e-06,
"loss": 2.7615027647698297e-06,
"step": 160
},
{
"epoch": 2.2013422818791946,
"grad_norm": 0.0006656627025681546,
"learning_rate": 3.781589290629266e-06,
"loss": 2.7448764740256593e-06,
"step": 165
},
{
"epoch": 2.2684563758389262,
"grad_norm": 0.0006705715879794475,
"learning_rate": 3.2214750701474875e-06,
"loss": 2.7252637664787473e-06,
"step": 170
},
{
"epoch": 2.335570469798658,
"grad_norm": 0.000668328323821757,
"learning_rate": 2.698209272941659e-06,
"loss": 2.7195979782845826e-06,
"step": 175
},
{
"epoch": 2.402684563758389,
"grad_norm": 0.0006694753608437758,
"learning_rate": 2.2146363998111077e-06,
"loss": 2.7082156520918944e-06,
"step": 180
},
{
"epoch": 2.469798657718121,
"grad_norm": 0.0006609888028080037,
"learning_rate": 1.773385178701561e-06,
"loss": 2.6918616640614347e-06,
"step": 185
},
{
"epoch": 2.5369127516778525,
"grad_norm": 0.0006616546862766573,
"learning_rate": 1.3768542747997215e-06,
"loss": 2.6803711079992356e-06,
"step": 190
},
{
"epoch": 2.604026845637584,
"grad_norm": 0.0006557050922852907,
"learning_rate": 1.0271992512613239e-06,
"loss": 2.687972482817713e-06,
"step": 195
},
{
"epoch": 2.6711409395973154,
"grad_norm": 0.0006564030982639905,
"learning_rate": 7.263208514547548e-07,
"loss": 2.6694764528656378e-06,
"step": 200
},
{
"epoch": 2.6711409395973154,
"eval_loss": 2.682836338863126e-06,
"eval_runtime": 2.0484,
"eval_samples_per_second": 122.044,
"eval_steps_per_second": 7.811,
"step": 200
},
{
"epoch": 2.738255033557047,
"grad_norm": 0.0006632458099436633,
"learning_rate": 4.7585466641868696e-07,
"loss": 2.6877429263549858e-06,
"step": 205
},
{
"epoch": 2.8053691275167782,
"grad_norm": 0.0006591045490234142,
"learning_rate": 2.7716224370188836e-07,
"loss": 2.6864749088417738e-06,
"step": 210
},
{
"epoch": 2.87248322147651,
"grad_norm": 0.0006574142715557724,
"learning_rate": 1.3132368591809553e-07,
"loss": 2.678953023860231e-06,
"step": 215
},
{
"epoch": 2.9395973154362416,
"grad_norm": 0.0006592814820222594,
"learning_rate": 3.913177925055189e-08,
"loss": 2.6803716536960563e-06,
"step": 220
},
{
"epoch": 3.0,
"grad_norm": 0.0006633342417694629,
"learning_rate": 1.0876838240125865e-09,
"loss": 2.679282988538034e-06,
"step": 225
},
{
"epoch": 3.0,
"eval_loss": 2.67330960923573e-06,
"eval_runtime": 2.091,
"eval_samples_per_second": 119.56,
"eval_steps_per_second": 7.652,
"step": 225
},
{
"epoch": 3.0,
"step": 225,
"total_flos": 4338410323968.0,
"train_loss": 0.1150990028197177,
"train_runtime": 1408.4559,
"train_samples_per_second": 10.117,
"train_steps_per_second": 0.16
}
],
"logging_steps": 5,
"max_steps": 225,
"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": 4338410323968.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}