prompt-nature-classifier / trainer_state.json
humza-sami's picture
Upload folder using huggingface_hub
9145e94 verified
raw
history blame
7.07 kB
{
"best_metric": 0.0006509709637612104,
"best_model_checkpoint": "humza-sami/prompt-classifier/checkpoint-247",
"epoch": 19.0,
"eval_steps": 500,
"global_step": 247,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.77,
"learning_rate": 1.0000000000000002e-06,
"loss": 1.1265,
"step": 10
},
{
"epoch": 1.0,
"eval_loss": 1.111129641532898,
"eval_runtime": 0.0855,
"eval_samples_per_second": 292.39,
"eval_steps_per_second": 46.782,
"step": 13
},
{
"epoch": 1.54,
"learning_rate": 2.0000000000000003e-06,
"loss": 1.1033,
"step": 20
},
{
"epoch": 2.0,
"eval_loss": 1.108482837677002,
"eval_runtime": 0.0857,
"eval_samples_per_second": 291.796,
"eval_steps_per_second": 46.687,
"step": 26
},
{
"epoch": 2.31,
"learning_rate": 3e-06,
"loss": 1.0507,
"step": 30
},
{
"epoch": 3.0,
"eval_loss": 1.1056454181671143,
"eval_runtime": 0.0827,
"eval_samples_per_second": 302.186,
"eval_steps_per_second": 48.35,
"step": 39
},
{
"epoch": 3.08,
"learning_rate": 4.000000000000001e-06,
"loss": 1.0898,
"step": 40
},
{
"epoch": 3.85,
"learning_rate": 5e-06,
"loss": 1.0706,
"step": 50
},
{
"epoch": 4.0,
"eval_loss": 1.0947411060333252,
"eval_runtime": 0.0864,
"eval_samples_per_second": 289.336,
"eval_steps_per_second": 46.294,
"step": 52
},
{
"epoch": 4.62,
"learning_rate": 6e-06,
"loss": 1.0614,
"step": 60
},
{
"epoch": 5.0,
"eval_loss": 1.051918387413025,
"eval_runtime": 0.0973,
"eval_samples_per_second": 256.927,
"eval_steps_per_second": 41.108,
"step": 65
},
{
"epoch": 5.38,
"learning_rate": 7.000000000000001e-06,
"loss": 1.0133,
"step": 70
},
{
"epoch": 6.0,
"eval_loss": 0.8626992702484131,
"eval_runtime": 0.0947,
"eval_samples_per_second": 264.056,
"eval_steps_per_second": 42.249,
"step": 78
},
{
"epoch": 6.15,
"learning_rate": 8.000000000000001e-06,
"loss": 0.892,
"step": 80
},
{
"epoch": 6.92,
"learning_rate": 9e-06,
"loss": 0.7292,
"step": 90
},
{
"epoch": 7.0,
"eval_loss": 0.5572385787963867,
"eval_runtime": 0.0833,
"eval_samples_per_second": 299.954,
"eval_steps_per_second": 47.993,
"step": 91
},
{
"epoch": 7.69,
"learning_rate": 1e-05,
"loss": 0.4992,
"step": 100
},
{
"epoch": 8.0,
"eval_loss": 0.19228488206863403,
"eval_runtime": 0.0864,
"eval_samples_per_second": 289.389,
"eval_steps_per_second": 46.302,
"step": 104
},
{
"epoch": 8.46,
"learning_rate": 1.1000000000000001e-05,
"loss": 0.3048,
"step": 110
},
{
"epoch": 9.0,
"eval_loss": 0.05422622710466385,
"eval_runtime": 0.0847,
"eval_samples_per_second": 295.026,
"eval_steps_per_second": 47.204,
"step": 117
},
{
"epoch": 9.23,
"learning_rate": 1.2e-05,
"loss": 0.1196,
"step": 120
},
{
"epoch": 10.0,
"learning_rate": 1.3000000000000001e-05,
"loss": 0.0357,
"step": 130
},
{
"epoch": 10.0,
"eval_loss": 0.02210908569395542,
"eval_runtime": 0.0776,
"eval_samples_per_second": 321.978,
"eval_steps_per_second": 51.516,
"step": 130
},
{
"epoch": 10.77,
"learning_rate": 1.4000000000000001e-05,
"loss": 0.0143,
"step": 140
},
{
"epoch": 11.0,
"eval_loss": 0.008073830977082253,
"eval_runtime": 0.0889,
"eval_samples_per_second": 281.316,
"eval_steps_per_second": 45.011,
"step": 143
},
{
"epoch": 11.54,
"learning_rate": 1.5e-05,
"loss": 0.0071,
"step": 150
},
{
"epoch": 12.0,
"eval_loss": 0.01958407461643219,
"eval_runtime": 0.0969,
"eval_samples_per_second": 257.94,
"eval_steps_per_second": 41.27,
"step": 156
},
{
"epoch": 12.31,
"learning_rate": 1.6000000000000003e-05,
"loss": 0.0041,
"step": 160
},
{
"epoch": 13.0,
"eval_loss": 0.00249945605173707,
"eval_runtime": 0.0789,
"eval_samples_per_second": 316.996,
"eval_steps_per_second": 50.719,
"step": 169
},
{
"epoch": 13.08,
"learning_rate": 1.7000000000000003e-05,
"loss": 0.003,
"step": 170
},
{
"epoch": 13.85,
"learning_rate": 1.8e-05,
"loss": 0.0024,
"step": 180
},
{
"epoch": 14.0,
"eval_loss": 0.0013755728723481297,
"eval_runtime": 0.0872,
"eval_samples_per_second": 286.818,
"eval_steps_per_second": 45.891,
"step": 182
},
{
"epoch": 14.62,
"learning_rate": 1.9e-05,
"loss": 0.002,
"step": 190
},
{
"epoch": 15.0,
"eval_loss": 0.0011439197696745396,
"eval_runtime": 0.0872,
"eval_samples_per_second": 286.641,
"eval_steps_per_second": 45.863,
"step": 195
},
{
"epoch": 15.38,
"learning_rate": 2e-05,
"loss": 0.0017,
"step": 200
},
{
"epoch": 16.0,
"eval_loss": 0.0010419671889394522,
"eval_runtime": 0.0861,
"eval_samples_per_second": 290.515,
"eval_steps_per_second": 46.482,
"step": 208
},
{
"epoch": 16.15,
"learning_rate": 2.1e-05,
"loss": 0.0016,
"step": 210
},
{
"epoch": 16.92,
"learning_rate": 2.2000000000000003e-05,
"loss": 0.0014,
"step": 220
},
{
"epoch": 17.0,
"eval_loss": 0.0008559968555346131,
"eval_runtime": 0.0864,
"eval_samples_per_second": 289.468,
"eval_steps_per_second": 46.315,
"step": 221
},
{
"epoch": 17.69,
"learning_rate": 2.3000000000000003e-05,
"loss": 0.0012,
"step": 230
},
{
"epoch": 18.0,
"eval_loss": 0.000737538211978972,
"eval_runtime": 0.0854,
"eval_samples_per_second": 292.593,
"eval_steps_per_second": 46.815,
"step": 234
},
{
"epoch": 18.46,
"learning_rate": 2.4e-05,
"loss": 0.0011,
"step": 240
},
{
"epoch": 19.0,
"eval_loss": 0.0006509709637612104,
"eval_runtime": 0.0863,
"eval_samples_per_second": 289.626,
"eval_steps_per_second": 46.34,
"step": 247
}
],
"logging_steps": 10,
"max_steps": 260,
"num_input_tokens_seen": 0,
"num_train_epochs": 20,
"save_steps": 500,
"total_flos": 181727093133432.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}