avsolatorio's picture
Training in progress, step 13000, checkpoint
973e98b verified
raw
history blame
10.5 kB
{
"best_metric": 0.03680593520402908,
"best_model_checkpoint": "doc-topic-model_eval-04_train-02/checkpoint-11000",
"epoch": 6.410256410256411,
"eval_steps": 1000,
"global_step": 13000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.2465483234714004,
"grad_norm": 0.3822348415851593,
"learning_rate": 1.9950690335305722e-05,
"loss": 0.1664,
"step": 500
},
{
"epoch": 0.4930966469428008,
"grad_norm": 0.40402480959892273,
"learning_rate": 1.9901380670611442e-05,
"loss": 0.0944,
"step": 1000
},
{
"epoch": 0.4930966469428008,
"eval_accuracy": 0.981496987239155,
"eval_f1": 0.0,
"eval_loss": 0.08949843794107437,
"eval_precision": 0.0,
"eval_recall": 0.0,
"eval_runtime": 12.0575,
"eval_samples_per_second": 672.857,
"eval_steps_per_second": 2.654,
"step": 1000
},
{
"epoch": 0.7396449704142012,
"grad_norm": 0.385586678981781,
"learning_rate": 1.9852071005917162e-05,
"loss": 0.0863,
"step": 1500
},
{
"epoch": 0.9861932938856016,
"grad_norm": 0.3922920525074005,
"learning_rate": 1.980276134122288e-05,
"loss": 0.0769,
"step": 2000
},
{
"epoch": 0.9861932938856016,
"eval_accuracy": 0.981509738166785,
"eval_f1": 0.0013773050730736859,
"eval_loss": 0.0685219094157219,
"eval_precision": 1.0,
"eval_recall": 0.0006891271056661562,
"eval_runtime": 14.5319,
"eval_samples_per_second": 558.288,
"eval_steps_per_second": 2.202,
"step": 2000
},
{
"epoch": 1.232741617357002,
"grad_norm": 0.40515828132629395,
"learning_rate": 1.9753451676528602e-05,
"loss": 0.0677,
"step": 2500
},
{
"epoch": 1.4792899408284024,
"grad_norm": 0.3946343958377838,
"learning_rate": 1.9704142011834322e-05,
"loss": 0.0607,
"step": 3000
},
{
"epoch": 1.4792899408284024,
"eval_accuracy": 0.9822932118311607,
"eval_f1": 0.10664760543245175,
"eval_loss": 0.05599680170416832,
"eval_precision": 0.8021505376344086,
"eval_recall": 0.057120980091883614,
"eval_runtime": 14.3217,
"eval_samples_per_second": 566.482,
"eval_steps_per_second": 2.234,
"step": 3000
},
{
"epoch": 1.725838264299803,
"grad_norm": 0.35836198925971985,
"learning_rate": 1.965483234714004e-05,
"loss": 0.0564,
"step": 3500
},
{
"epoch": 1.972386587771203,
"grad_norm": 0.385370135307312,
"learning_rate": 1.9605522682445763e-05,
"loss": 0.0535,
"step": 4000
},
{
"epoch": 1.972386587771203,
"eval_accuracy": 0.9845742111071913,
"eval_f1": 0.3747559434937407,
"eval_loss": 0.050051942467689514,
"eval_precision": 0.7494258153422141,
"eval_recall": 0.2498468606431853,
"eval_runtime": 14.4421,
"eval_samples_per_second": 561.762,
"eval_steps_per_second": 2.216,
"step": 4000
},
{
"epoch": 2.2189349112426036,
"grad_norm": 0.3222791850566864,
"learning_rate": 1.9556213017751483e-05,
"loss": 0.0476,
"step": 4500
},
{
"epoch": 2.465483234714004,
"grad_norm": 0.3560543656349182,
"learning_rate": 1.95069033530572e-05,
"loss": 0.0466,
"step": 5000
},
{
"epoch": 2.465483234714004,
"eval_accuracy": 0.9858323026333499,
"eval_f1": 0.48990002040399916,
"eval_loss": 0.04502652958035469,
"eval_precision": 0.73380195599022,
"eval_recall": 0.367687595712098,
"eval_runtime": 14.4276,
"eval_samples_per_second": 562.324,
"eval_steps_per_second": 2.218,
"step": 5000
},
{
"epoch": 2.712031558185404,
"grad_norm": 0.48908740282058716,
"learning_rate": 1.9457593688362923e-05,
"loss": 0.0453,
"step": 5500
},
{
"epoch": 2.9585798816568047,
"grad_norm": 0.3385593891143799,
"learning_rate": 1.940828402366864e-05,
"loss": 0.0441,
"step": 6000
},
{
"epoch": 2.9585798816568047,
"eval_accuracy": 0.9862899192582927,
"eval_f1": 0.5084074168148336,
"eval_loss": 0.042144790291786194,
"eval_precision": 0.7553207547169811,
"eval_recall": 0.38315467075038284,
"eval_runtime": 14.4543,
"eval_samples_per_second": 561.288,
"eval_steps_per_second": 2.214,
"step": 6000
},
{
"epoch": 3.2051282051282053,
"grad_norm": 0.30710557103157043,
"learning_rate": 1.935897435897436e-05,
"loss": 0.039,
"step": 6500
},
{
"epoch": 3.4516765285996054,
"grad_norm": 0.38062548637390137,
"learning_rate": 1.930966469428008e-05,
"loss": 0.0391,
"step": 7000
},
{
"epoch": 3.4516765285996054,
"eval_accuracy": 0.9867758712779688,
"eval_f1": 0.5580910898589149,
"eval_loss": 0.040399424731731415,
"eval_precision": 0.7310840982386505,
"eval_recall": 0.45130168453292496,
"eval_runtime": 14.4294,
"eval_samples_per_second": 562.253,
"eval_steps_per_second": 2.218,
"step": 7000
},
{
"epoch": 3.698224852071006,
"grad_norm": 0.5038283467292786,
"learning_rate": 1.92603550295858e-05,
"loss": 0.0386,
"step": 7500
},
{
"epoch": 3.9447731755424065,
"grad_norm": 0.3748466968536377,
"learning_rate": 1.921104536489152e-05,
"loss": 0.0372,
"step": 8000
},
{
"epoch": 3.9447731755424065,
"eval_accuracy": 0.9870223892121485,
"eval_f1": 0.5567598954804994,
"eval_loss": 0.039298899471759796,
"eval_precision": 0.7563765448330265,
"eval_recall": 0.4405053598774885,
"eval_runtime": 14.3787,
"eval_samples_per_second": 564.236,
"eval_steps_per_second": 2.226,
"step": 8000
},
{
"epoch": 4.191321499013807,
"grad_norm": 0.4667779505252838,
"learning_rate": 1.916173570019724e-05,
"loss": 0.0357,
"step": 8500
},
{
"epoch": 4.437869822485207,
"grad_norm": 0.341769278049469,
"learning_rate": 1.911242603550296e-05,
"loss": 0.0336,
"step": 9000
},
{
"epoch": 4.437869822485207,
"eval_accuracy": 0.9872292375937016,
"eval_f1": 0.5748514291104613,
"eval_loss": 0.03821622207760811,
"eval_precision": 0.7484647506755097,
"eval_recall": 0.4666156202143951,
"eval_runtime": 14.4085,
"eval_samples_per_second": 563.072,
"eval_steps_per_second": 2.221,
"step": 9000
},
{
"epoch": 4.684418145956608,
"grad_norm": 0.4473079442977905,
"learning_rate": 1.906311637080868e-05,
"loss": 0.0336,
"step": 9500
},
{
"epoch": 4.930966469428008,
"grad_norm": 0.4554208219051361,
"learning_rate": 1.90138067061144e-05,
"loss": 0.0337,
"step": 10000
},
{
"epoch": 4.930966469428008,
"eval_accuracy": 0.9874205015081514,
"eval_f1": 0.5938429166094872,
"eval_loss": 0.0375286303460598,
"eval_precision": 0.7375298261561186,
"eval_recall": 0.4970137825421133,
"eval_runtime": 14.4989,
"eval_samples_per_second": 559.558,
"eval_steps_per_second": 2.207,
"step": 10000
},
{
"epoch": 5.177514792899408,
"grad_norm": 0.4344967007637024,
"learning_rate": 1.896459566074951e-05,
"loss": 0.0306,
"step": 10500
},
{
"epoch": 5.424063116370808,
"grad_norm": 0.38051480054855347,
"learning_rate": 1.891528599605523e-05,
"loss": 0.0297,
"step": 11000
},
{
"epoch": 5.424063116370808,
"eval_accuracy": 0.987519675389718,
"eval_f1": 0.6078789227687514,
"eval_loss": 0.03680593520402908,
"eval_precision": 0.7259968102073365,
"eval_recall": 0.5228177641653905,
"eval_runtime": 14.3385,
"eval_samples_per_second": 565.819,
"eval_steps_per_second": 2.232,
"step": 11000
},
{
"epoch": 5.670611439842209,
"grad_norm": 0.4212055504322052,
"learning_rate": 1.886597633136095e-05,
"loss": 0.0301,
"step": 11500
},
{
"epoch": 5.9171597633136095,
"grad_norm": 0.5279490351676941,
"learning_rate": 1.881666666666667e-05,
"loss": 0.0296,
"step": 12000
},
{
"epoch": 5.9171597633136095,
"eval_accuracy": 0.9875210921594546,
"eval_f1": 0.5898677593592848,
"eval_loss": 0.037628598511219025,
"eval_precision": 0.7526140684410646,
"eval_recall": 0.48499234303215927,
"eval_runtime": 14.4084,
"eval_samples_per_second": 563.076,
"eval_steps_per_second": 2.221,
"step": 12000
},
{
"epoch": 6.16370808678501,
"grad_norm": 0.3991893231868744,
"learning_rate": 1.8767455621301777e-05,
"loss": 0.0273,
"step": 12500
},
{
"epoch": 6.410256410256411,
"grad_norm": 0.18142229318618774,
"learning_rate": 1.8718145956607497e-05,
"loss": 0.0263,
"step": 13000
},
{
"epoch": 6.410256410256411,
"eval_accuracy": 0.987684020679171,
"eval_f1": 0.6210714441393139,
"eval_loss": 0.03721313551068306,
"eval_precision": 0.7209796579293594,
"eval_recall": 0.5454823889739663,
"eval_runtime": 14.4932,
"eval_samples_per_second": 559.778,
"eval_steps_per_second": 2.208,
"step": 13000
}
],
"logging_steps": 500,
"max_steps": 202800,
"num_input_tokens_seen": 0,
"num_train_epochs": 100,
"save_steps": 1000,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 293677205951196.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}