api-security-qlora / trainer_state.json
harsharajkumar273's picture
Upload QLoRA adapter weights
5fdd9bf verified
{
"best_metric": 0.040135130286216736,
"best_model_checkpoint": "/content/qlora_vuln_model/checkpoint-500",
"epoch": 0.9995294117647059,
"eval_steps": 100,
"global_step": 531,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.018823529411764704,
"grad_norm": 10.599871635437012,
"learning_rate": 3.7037037037037037e-05,
"loss": 24.749,
"step": 10
},
{
"epoch": 0.03764705882352941,
"grad_norm": 12.27408218383789,
"learning_rate": 7.037037037037038e-05,
"loss": 21.6719,
"step": 20
},
{
"epoch": 0.05647058823529412,
"grad_norm": 8.119482040405273,
"learning_rate": 9.999611462404875e-05,
"loss": 15.8453,
"step": 30
},
{
"epoch": 0.07529411764705882,
"grad_norm": 6.152805805206299,
"learning_rate": 9.986018985905901e-05,
"loss": 8.853,
"step": 40
},
{
"epoch": 0.09411764705882353,
"grad_norm": 3.1945641040802,
"learning_rate": 9.953059972065265e-05,
"loss": 5.7261,
"step": 50
},
{
"epoch": 0.11294117647058824,
"grad_norm": 4.127964496612549,
"learning_rate": 9.900862439242719e-05,
"loss": 4.4831,
"step": 60
},
{
"epoch": 0.13176470588235295,
"grad_norm": 4.9141082763671875,
"learning_rate": 9.829629131445342e-05,
"loss": 3.5453,
"step": 70
},
{
"epoch": 0.15058823529411763,
"grad_norm": 5.234217166900635,
"learning_rate": 9.73963673083566e-05,
"loss": 2.6558,
"step": 80
},
{
"epoch": 0.16941176470588235,
"grad_norm": 5.785156726837158,
"learning_rate": 9.631234783051544e-05,
"loss": 2.1081,
"step": 90
},
{
"epoch": 0.18823529411764706,
"grad_norm": 4.8869309425354,
"learning_rate": 9.504844339512095e-05,
"loss": 1.6306,
"step": 100
},
{
"epoch": 0.18823529411764706,
"eval_loss": 0.09413356333971024,
"eval_runtime": 1659.6813,
"eval_samples_per_second": 0.904,
"eval_steps_per_second": 0.904,
"step": 100
},
{
"epoch": 0.20705882352941177,
"grad_norm": 5.362945556640625,
"learning_rate": 9.360956321983028e-05,
"loss": 1.3676,
"step": 110
},
{
"epoch": 0.22588235294117648,
"grad_norm": 3.2882444858551025,
"learning_rate": 9.200129615753859e-05,
"loss": 1.2626,
"step": 120
},
{
"epoch": 0.2447058823529412,
"grad_norm": 4.0295610427856445,
"learning_rate": 9.022988898833342e-05,
"loss": 1.1255,
"step": 130
},
{
"epoch": 0.2635294117647059,
"grad_norm": 3.485719680786133,
"learning_rate": 8.83022221559489e-05,
"loss": 1.003,
"step": 140
},
{
"epoch": 0.2823529411764706,
"grad_norm": 5.177315711975098,
"learning_rate": 8.622578304296364e-05,
"loss": 0.9306,
"step": 150
},
{
"epoch": 0.30117647058823527,
"grad_norm": 3.201077938079834,
"learning_rate": 8.400863688854597e-05,
"loss": 0.9209,
"step": 160
},
{
"epoch": 0.32,
"grad_norm": 3.020800828933716,
"learning_rate": 8.1659395461707e-05,
"loss": 0.8847,
"step": 170
},
{
"epoch": 0.3388235294117647,
"grad_norm": 2.2553532123565674,
"learning_rate": 7.91871836117395e-05,
"loss": 0.8919,
"step": 180
},
{
"epoch": 0.35764705882352943,
"grad_norm": 2.698606014251709,
"learning_rate": 7.660160382576683e-05,
"loss": 0.7767,
"step": 190
},
{
"epoch": 0.3764705882352941,
"grad_norm": 3.7030203342437744,
"learning_rate": 7.391269893106592e-05,
"loss": 0.7816,
"step": 200
},
{
"epoch": 0.3764705882352941,
"eval_loss": 0.049124155193567276,
"eval_runtime": 1662.6885,
"eval_samples_per_second": 0.902,
"eval_steps_per_second": 0.902,
"step": 200
},
{
"epoch": 0.3952941176470588,
"grad_norm": 2.39546275138855,
"learning_rate": 7.113091308703498e-05,
"loss": 0.7294,
"step": 210
},
{
"epoch": 0.41411764705882353,
"grad_norm": 1.8437654972076416,
"learning_rate": 6.826705121831976e-05,
"loss": 0.7932,
"step": 220
},
{
"epoch": 0.4329411764705882,
"grad_norm": 3.2156364917755127,
"learning_rate": 6.533223704666672e-05,
"loss": 0.7796,
"step": 230
},
{
"epoch": 0.45176470588235296,
"grad_norm": 3.9197657108306885,
"learning_rate": 6.233786988451468e-05,
"loss": 0.7135,
"step": 240
},
{
"epoch": 0.47058823529411764,
"grad_norm": 1.7182209491729736,
"learning_rate": 5.9295580358145744e-05,
"loss": 0.772,
"step": 250
},
{
"epoch": 0.4894117647058824,
"grad_norm": 1.3930495977401733,
"learning_rate": 5.621718523237427e-05,
"loss": 0.7166,
"step": 260
},
{
"epoch": 0.508235294117647,
"grad_norm": 2.4380180835723877,
"learning_rate": 5.311464151224261e-05,
"loss": 0.7207,
"step": 270
},
{
"epoch": 0.5270588235294118,
"grad_norm": 2.6220102310180664,
"learning_rate": 5e-05,
"loss": 0.711,
"step": 280
},
{
"epoch": 0.5458823529411765,
"grad_norm": 1.6312707662582397,
"learning_rate": 4.68853584877574e-05,
"loss": 0.705,
"step": 290
},
{
"epoch": 0.5647058823529412,
"grad_norm": 2.2927358150482178,
"learning_rate": 4.378281476762576e-05,
"loss": 0.68,
"step": 300
},
{
"epoch": 0.5647058823529412,
"eval_loss": 0.043063607066869736,
"eval_runtime": 1659.8453,
"eval_samples_per_second": 0.904,
"eval_steps_per_second": 0.904,
"step": 300
},
{
"epoch": 0.5835294117647059,
"grad_norm": 2.068061590194702,
"learning_rate": 4.0704419641854274e-05,
"loss": 0.7047,
"step": 310
},
{
"epoch": 0.6023529411764705,
"grad_norm": 1.5260778665542603,
"learning_rate": 3.7662130115485314e-05,
"loss": 0.6668,
"step": 320
},
{
"epoch": 0.6211764705882353,
"grad_norm": 1.9088001251220703,
"learning_rate": 3.4667762953333295e-05,
"loss": 0.6768,
"step": 330
},
{
"epoch": 0.64,
"grad_norm": 1.6153029203414917,
"learning_rate": 3.173294878168025e-05,
"loss": 0.6679,
"step": 340
},
{
"epoch": 0.6588235294117647,
"grad_norm": 1.6346434354782104,
"learning_rate": 2.886908691296504e-05,
"loss": 0.6432,
"step": 350
},
{
"epoch": 0.6776470588235294,
"grad_norm": 2.301887273788452,
"learning_rate": 2.6087301068934106e-05,
"loss": 0.6596,
"step": 360
},
{
"epoch": 0.6964705882352941,
"grad_norm": 1.4241043329238892,
"learning_rate": 2.3398396174233178e-05,
"loss": 0.646,
"step": 370
},
{
"epoch": 0.7152941176470589,
"grad_norm": 1.6611512899398804,
"learning_rate": 2.0812816388260518e-05,
"loss": 0.646,
"step": 380
},
{
"epoch": 0.7341176470588235,
"grad_norm": 1.8180968761444092,
"learning_rate": 1.8340604538293015e-05,
"loss": 0.6794,
"step": 390
},
{
"epoch": 0.7529411764705882,
"grad_norm": 1.842568039894104,
"learning_rate": 1.599136311145402e-05,
"loss": 0.6595,
"step": 400
},
{
"epoch": 0.7529411764705882,
"eval_loss": 0.0410185307264328,
"eval_runtime": 1654.6683,
"eval_samples_per_second": 0.907,
"eval_steps_per_second": 0.907,
"step": 400
},
{
"epoch": 0.7717647058823529,
"grad_norm": 1.68463134765625,
"learning_rate": 1.3774216957036367e-05,
"loss": 0.6562,
"step": 410
},
{
"epoch": 0.7905882352941176,
"grad_norm": 1.7055809497833252,
"learning_rate": 1.1697777844051105e-05,
"loss": 0.667,
"step": 420
},
{
"epoch": 0.8094117647058824,
"grad_norm": 1.723899245262146,
"learning_rate": 9.770111011666583e-06,
"loss": 0.6825,
"step": 430
},
{
"epoch": 0.8282352941176471,
"grad_norm": 1.6462485790252686,
"learning_rate": 7.998703842461431e-06,
"loss": 0.6474,
"step": 440
},
{
"epoch": 0.8470588235294118,
"grad_norm": 2.414433717727661,
"learning_rate": 6.390436780169734e-06,
"loss": 0.6615,
"step": 450
},
{
"epoch": 0.8658823529411764,
"grad_norm": 1.415352463722229,
"learning_rate": 4.951556604879048e-06,
"loss": 0.6418,
"step": 460
},
{
"epoch": 0.8847058823529412,
"grad_norm": 1.53042733669281,
"learning_rate": 3.687652169484568e-06,
"loss": 0.6491,
"step": 470
},
{
"epoch": 0.9035294117647059,
"grad_norm": 2.4654157161712646,
"learning_rate": 2.603632691643415e-06,
"loss": 0.6648,
"step": 480
},
{
"epoch": 0.9223529411764706,
"grad_norm": 1.743988037109375,
"learning_rate": 1.70370868554659e-06,
"loss": 0.6416,
"step": 490
},
{
"epoch": 0.9411764705882353,
"grad_norm": 1.802857756614685,
"learning_rate": 9.913756075728087e-07,
"loss": 0.6335,
"step": 500
},
{
"epoch": 0.9411764705882353,
"eval_loss": 0.040135130286216736,
"eval_runtime": 1659.3157,
"eval_samples_per_second": 0.904,
"eval_steps_per_second": 0.904,
"step": 500
},
{
"epoch": 0.96,
"grad_norm": 1.6982253789901733,
"learning_rate": 4.6940027934735954e-07,
"loss": 0.628,
"step": 510
},
{
"epoch": 0.9788235294117648,
"grad_norm": 1.3386036157608032,
"learning_rate": 1.3981014094099353e-07,
"loss": 0.6857,
"step": 520
},
{
"epoch": 0.9976470588235294,
"grad_norm": 2.097684621810913,
"learning_rate": 3.885375951256931e-09,
"loss": 0.6498,
"step": 530
}
],
"logging_steps": 10,
"max_steps": 531,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"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": true
},
"attributes": {}
}
},
"total_flos": 1.3002607472723558e+17,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}