Jeesup's picture
Upload folder using huggingface_hub
5e9a2d7 verified
Raw
History Blame Contribute Delete
6.13 kB
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 8.64,
"eval_steps": 500,
"global_step": 60,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0,
"extraction_strength": 0.7109042565278512,
"forget_Q_A_Prob": 0.87974609375,
"forget_Q_A_ROUGE": 0.8168176212351753,
"forget_truth_ratio": 0.47705465705382816,
"model_utility": 0.5985466594660509,
"privleak": -99.34374998013125,
"step": 0
},
{
"epoch": 0.8,
"grad_norm": 137.09119620217757,
"learning_rate": 6.666666666666667e-06,
"loss": 0.1934,
"step": 5
},
{
"epoch": 1.0,
"extraction_strength": 0.05924189741665229,
"forget_Q_A_Prob": 0.1836419677734375,
"forget_Q_A_ROUGE": 0.41414601567222376,
"forget_truth_ratio": 0.5006871924207377,
"model_utility": 0.407200292926334,
"privleak": -89.00812498219837,
"step": 7
},
{
"epoch": 1.48,
"grad_norm": 861.2853728576296,
"learning_rate": 9.444444444444445e-06,
"loss": 0.5744,
"step": 10
},
{
"epoch": 2.0,
"extraction_strength": 0.09940587875409879,
"forget_Q_A_Prob": 0.08483051776885986,
"forget_Q_A_ROUGE": 0.34416566722932734,
"forget_truth_ratio": 0.4788654053437078,
"model_utility": 0.4838133878904574,
"privleak": -33.45624999330876,
"step": 14
},
{
"epoch": 2.16,
"grad_norm": 3029.3262921743076,
"learning_rate": 8.518518518518519e-06,
"loss": -0.6588,
"step": 15
},
{
"epoch": 2.96,
"grad_norm": 2189.182340256262,
"learning_rate": 7.592592592592594e-06,
"loss": -4.8657,
"step": 20
},
{
"epoch": 3.0,
"extraction_strength": 0.047374115424220306,
"forget_Q_A_Prob": 0.00890925220965073,
"forget_Q_A_ROUGE": 0.29235083818535434,
"forget_truth_ratio": 0.4670378053691596,
"model_utility": 0.48983935329236644,
"privleak": 73.62562498527488,
"step": 21
},
{
"epoch": 3.64,
"grad_norm": 3983.715424547628,
"learning_rate": 6.666666666666667e-06,
"loss": -14.1114,
"step": 25
},
{
"epoch": 4.0,
"extraction_strength": 0.03250892997513522,
"forget_Q_A_Prob": 1.948253397720595e-05,
"forget_Q_A_ROUGE": 0.01650086453754834,
"forget_truth_ratio": 0.002696933255154829,
"model_utility": 0.40486175048229456,
"privleak": 98.494999980301,
"step": 28
},
{
"epoch": 4.32,
"grad_norm": 18009.141117137762,
"learning_rate": 5.740740740740741e-06,
"loss": -61.5242,
"step": 30
},
{
"epoch": 5.0,
"grad_norm": 888.1764534915307,
"learning_rate": 4.814814814814815e-06,
"loss": -140.4484,
"step": 35
},
{
"epoch": 5.0,
"extraction_strength": 0.03250892997513522,
"forget_Q_A_Prob": 3.709925050576768e-07,
"forget_Q_A_ROUGE": 0.02630269027733792,
"forget_truth_ratio": 1.5960496595360732e-05,
"model_utility": 0.48362329969675943,
"privleak": 99.32437498013512,
"step": 35
},
{
"epoch": 5.8,
"grad_norm": 1585.6182874309975,
"learning_rate": 3.88888888888889e-06,
"loss": -187.773,
"step": 40
},
{
"epoch": 6.0,
"extraction_strength": 0.03250892997513522,
"forget_Q_A_Prob": 1.142715101423615e-06,
"forget_Q_A_ROUGE": 0.027156757898764088,
"forget_truth_ratio": 4.081972845723411e-05,
"model_utility": 0.4808609112702393,
"privleak": 99.27874998014424,
"step": 42
},
{
"epoch": 6.48,
"grad_norm": 1360.0292937810548,
"learning_rate": 2.962962962962963e-06,
"loss": -171.2455,
"step": 45
},
{
"epoch": 7.0,
"extraction_strength": 0.03250892997513522,
"forget_Q_A_Prob": 9.273054357651032e-07,
"forget_Q_A_ROUGE": 0.03125428696853153,
"forget_truth_ratio": 5.51433307131689e-05,
"model_utility": 0.4892190473756089,
"privleak": 99.36124998012775,
"step": 49
},
{
"epoch": 7.16,
"grad_norm": 903.4316737317448,
"learning_rate": 2.037037037037037e-06,
"loss": -172.0368,
"step": 50
},
{
"epoch": 7.96,
"grad_norm": 634.9867310732159,
"learning_rate": 1.111111111111111e-06,
"loss": -204.975,
"step": 55
},
{
"epoch": 8.0,
"extraction_strength": 0.03250892997513522,
"forget_Q_A_Prob": 7.110820942058316e-07,
"forget_Q_A_ROUGE": 0.031914009190753746,
"forget_truth_ratio": 1.0176140978785472e-05,
"model_utility": 0.4994966541320685,
"privleak": 99.15874998016825,
"step": 56
},
{
"epoch": 8.64,
"grad_norm": 623.9504195209846,
"learning_rate": 1.8518518518518518e-07,
"loss": -174.5401,
"step": 60
},
{
"epoch": 8.64,
"extraction_strength": 0.03250892997513522,
"forget_Q_A_Prob": 6.573859578862728e-07,
"forget_Q_A_ROUGE": 0.03141659317008192,
"forget_truth_ratio": 9.252015280586869e-06,
"model_utility": 0.5018110010150688,
"privleak": 99.11437498017712,
"step": 60
},
{
"epoch": 8.64,
"step": 60,
"total_flos": 0.0,
"train_loss": -94.28426293035348,
"train_runtime": 3295.7414,
"train_samples_per_second": 1.214,
"train_steps_per_second": 0.018
}
],
"logging_steps": 5,
"max_steps": 60,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": false,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}