klimacoder-v0-2-1 / checkpoint-450 /trainer_state.json
cbpuschmann's picture
Upload folder using huggingface_hub
41b68b8 verified
{
"best_metric": 0.03989905118942261,
"best_model_checkpoint": "klimacoder-v0-2-1/checkpoint-450",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 450,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.16666666666666666,
"grad_norm": 1.1921207904815674,
"learning_rate": 2.777777777777778e-05,
"loss": 0.6855,
"step": 25
},
{
"epoch": 0.3333333333333333,
"grad_norm": 2.5017459392547607,
"learning_rate": 4.938271604938271e-05,
"loss": 0.54,
"step": 50
},
{
"epoch": 0.5,
"grad_norm": 0.509257435798645,
"learning_rate": 4.654320987654321e-05,
"loss": 0.2217,
"step": 75
},
{
"epoch": 0.6666666666666666,
"grad_norm": 0.20545396208763123,
"learning_rate": 4.345679012345679e-05,
"loss": 0.1143,
"step": 100
},
{
"epoch": 0.8333333333333334,
"grad_norm": Infinity,
"learning_rate": 4.049382716049383e-05,
"loss": 0.0751,
"step": 125
},
{
"epoch": 1.0,
"grad_norm": 0.169285848736763,
"learning_rate": 3.740740740740741e-05,
"loss": 0.0866,
"step": 150
},
{
"epoch": 1.0,
"eval_accuracy": 0.9808013355592654,
"eval_auc": 0.9981018215266262,
"eval_f1": 0.9805249788314987,
"eval_loss": 0.0736752524971962,
"eval_precision": 0.9846938775510204,
"eval_recall": 0.9763912310286678,
"eval_runtime": 0.5963,
"eval_samples_per_second": 2009.125,
"eval_steps_per_second": 31.864,
"step": 150
},
{
"epoch": 1.1666666666666667,
"grad_norm": 0.08550403267145157,
"learning_rate": 3.432098765432099e-05,
"loss": 0.0503,
"step": 175
},
{
"epoch": 1.3333333333333333,
"grad_norm": 0.06706776469945908,
"learning_rate": 3.123456790123457e-05,
"loss": 0.0723,
"step": 200
},
{
"epoch": 1.5,
"grad_norm": 0.05572424456477165,
"learning_rate": 2.814814814814815e-05,
"loss": 0.0235,
"step": 225
},
{
"epoch": 1.6666666666666665,
"grad_norm": 0.062113117426633835,
"learning_rate": 2.5061728395061727e-05,
"loss": 0.0877,
"step": 250
},
{
"epoch": 1.8333333333333335,
"grad_norm": 0.0703682079911232,
"learning_rate": 2.1975308641975308e-05,
"loss": 0.0646,
"step": 275
},
{
"epoch": 2.0,
"grad_norm": 6.333071708679199,
"learning_rate": 1.888888888888889e-05,
"loss": 0.0631,
"step": 300
},
{
"epoch": 2.0,
"eval_accuracy": 0.9874791318864775,
"eval_auc": 0.9970370576839993,
"eval_f1": 0.9872988992379339,
"eval_loss": 0.05900123342871666,
"eval_precision": 0.9914965986394558,
"eval_recall": 0.9831365935919055,
"eval_runtime": 0.5975,
"eval_samples_per_second": 2005.175,
"eval_steps_per_second": 31.802,
"step": 300
},
{
"epoch": 2.1666666666666665,
"grad_norm": 0.05191728472709656,
"learning_rate": 1.580246913580247e-05,
"loss": 0.0645,
"step": 325
},
{
"epoch": 2.3333333333333335,
"grad_norm": 0.05018889531493187,
"learning_rate": 1.2716049382716049e-05,
"loss": 0.068,
"step": 350
},
{
"epoch": 2.5,
"grad_norm": 0.04393320530653,
"learning_rate": 9.62962962962963e-06,
"loss": 0.0364,
"step": 375
},
{
"epoch": 2.6666666666666665,
"grad_norm": 0.044134195894002914,
"learning_rate": 6.54320987654321e-06,
"loss": 0.0387,
"step": 400
},
{
"epoch": 2.8333333333333335,
"grad_norm": 1.5181336402893066,
"learning_rate": 3.45679012345679e-06,
"loss": 0.0128,
"step": 425
},
{
"epoch": 3.0,
"grad_norm": 0.045596569776535034,
"learning_rate": 3.703703703703704e-07,
"loss": 0.0285,
"step": 450
},
{
"epoch": 3.0,
"eval_accuracy": 0.9908180300500835,
"eval_auc": 0.9993268574136274,
"eval_f1": 0.9907016060862215,
"eval_loss": 0.03989905118942261,
"eval_precision": 0.9932203389830508,
"eval_recall": 0.9881956155143339,
"eval_runtime": 0.6094,
"eval_samples_per_second": 1965.953,
"eval_steps_per_second": 31.18,
"step": 450
}
],
"logging_steps": 25,
"max_steps": 450,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.01
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 947199814926336.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}