Security-Qwen2.5-7B / checkpoint-500 /trainer_state.json
LayerEight's picture
Upload folder using huggingface_hub
a5b4e02 verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.5511919525974921,
"eval_steps": 500,
"global_step": 500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"entropy": 1.9013997074961662,
"epoch": 0.027559597629874606,
"grad_norm": 0.04541015625,
"learning_rate": 0.00017142857142857143,
"loss": 2.106939239501953,
"mean_token_accuracy": 0.5557776354253292,
"num_tokens": 140963.0,
"step": 25
},
{
"entropy": 1.7775965774059295,
"epoch": 0.05511919525974921,
"grad_norm": 0.06103515625,
"learning_rate": 0.0001997191078685512,
"loss": 1.7464599609375,
"mean_token_accuracy": 0.6121900254487991,
"num_tokens": 284944.0,
"step": 50
},
{
"entropy": 1.6929514452815055,
"epoch": 0.0826787928896238,
"grad_norm": 0.091796875,
"learning_rate": 0.00019865462348631944,
"loss": 1.6511944580078124,
"mean_token_accuracy": 0.6266605603694916,
"num_tokens": 425136.0,
"step": 75
},
{
"entropy": 1.5028782638907432,
"epoch": 0.11023839051949842,
"grad_norm": 0.10595703125,
"learning_rate": 0.00019680482470453816,
"loss": 1.4662600708007814,
"mean_token_accuracy": 0.659810485392809,
"num_tokens": 567966.0,
"step": 100
},
{
"entropy": 1.4264089419692754,
"epoch": 0.13779798814937302,
"grad_norm": 0.1103515625,
"learning_rate": 0.00019418443636395248,
"loss": 1.4101972961425782,
"mean_token_accuracy": 0.6815375398099422,
"num_tokens": 706204.0,
"step": 125
},
{
"entropy": 1.1659171215072275,
"epoch": 0.1653575857792476,
"grad_norm": 0.09912109375,
"learning_rate": 0.00019081431738250814,
"loss": 1.1057415008544922,
"mean_token_accuracy": 0.7461765056848526,
"num_tokens": 851807.0,
"step": 150
},
{
"entropy": 1.1612900688499213,
"epoch": 0.19291718340912223,
"grad_norm": 0.1044921875,
"learning_rate": 0.00018672129471337568,
"loss": 1.1313108062744142,
"mean_token_accuracy": 0.7447272512316704,
"num_tokens": 998421.0,
"step": 175
},
{
"entropy": 1.0649858928844333,
"epoch": 0.22047678103899684,
"grad_norm": 0.11328125,
"learning_rate": 0.00018193794979598656,
"loss": 1.0393009185791016,
"mean_token_accuracy": 0.763860610127449,
"num_tokens": 1141761.0,
"step": 200
},
{
"entropy": 0.8765474074520171,
"epoch": 0.24803637866887143,
"grad_norm": 0.10205078125,
"learning_rate": 0.00017650235919998232,
"loss": 0.8135224914550782,
"mean_token_accuracy": 0.807485072016716,
"num_tokens": 1286611.0,
"step": 225
},
{
"entropy": 0.8536889077164233,
"epoch": 0.27559597629874605,
"grad_norm": 0.083984375,
"learning_rate": 0.00017045779152661297,
"loss": 0.8201860809326171,
"mean_token_accuracy": 0.8146287898719311,
"num_tokens": 1428015.0,
"step": 250
},
{
"entropy": 0.8703145318105817,
"epoch": 0.30315557392862064,
"grad_norm": 0.09765625,
"learning_rate": 0.00016385236298032183,
"loss": 0.815809326171875,
"mean_token_accuracy": 0.8103299827873707,
"num_tokens": 1574815.0,
"step": 275
},
{
"entropy": 0.8991702864505351,
"epoch": 0.3307151715584952,
"grad_norm": 0.091796875,
"learning_rate": 0.00015673865435224962,
"loss": 0.8489224243164063,
"mean_token_accuracy": 0.8056490634381771,
"num_tokens": 1717330.0,
"step": 300
},
{
"entropy": 0.7706374152004719,
"epoch": 0.35827476918836987,
"grad_norm": 0.0732421875,
"learning_rate": 0.0001491732924645604,
"loss": 0.7274211883544922,
"mean_token_accuracy": 0.8297103045880795,
"num_tokens": 1859716.0,
"step": 325
},
{
"entropy": 0.7342993662878871,
"epoch": 0.38583436681824446,
"grad_norm": 0.0791015625,
"learning_rate": 0.00014121649940739301,
"loss": 0.7029119110107422,
"mean_token_accuracy": 0.8427872517704964,
"num_tokens": 2005201.0,
"step": 350
},
{
"entropy": 0.7452906335704028,
"epoch": 0.41339396444811904,
"grad_norm": 0.1279296875,
"learning_rate": 0.00013293161315661931,
"loss": 0.7123774719238282,
"mean_token_accuracy": 0.8400052092969418,
"num_tokens": 2143419.0,
"step": 375
},
{
"entropy": 0.6938006362970919,
"epoch": 0.4409535620779937,
"grad_norm": 0.1181640625,
"learning_rate": 0.00012438458338840706,
"loss": 0.6549488830566407,
"mean_token_accuracy": 0.8493785254657269,
"num_tokens": 2288125.0,
"step": 400
},
{
"entropy": 0.7443565137218684,
"epoch": 0.4685131597078683,
"grad_norm": 0.08203125,
"learning_rate": 0.0001156434465040231,
"loss": 0.6924254608154297,
"mean_token_accuracy": 0.8412553237378597,
"num_tokens": 2431404.0,
"step": 425
},
{
"entropy": 0.645295873908326,
"epoch": 0.49607275733774286,
"grad_norm": 0.055419921875,
"learning_rate": 0.00010677778404380643,
"loss": 0.6191695022583008,
"mean_token_accuracy": 0.8578527195751667,
"num_tokens": 2571370.0,
"step": 450
},
{
"entropy": 0.6608448463864625,
"epoch": 0.5236323549676175,
"grad_norm": 0.053955078125,
"learning_rate": 9.78581688014642e-05,
"loss": 0.6262045669555664,
"mean_token_accuracy": 0.856816074848175,
"num_tokens": 2714312.0,
"step": 475
},
{
"entropy": 0.5949629322066903,
"epoch": 0.5511919525974921,
"grad_norm": 0.08251953125,
"learning_rate": 8.895560304775387e-05,
"loss": 0.54037109375,
"mean_token_accuracy": 0.8706019401550293,
"num_tokens": 2850910.0,
"step": 500
}
],
"logging_steps": 25,
"max_steps": 908,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 1.2163674323684352e+17,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}