oath-frames-flant5-small / trainer_state.json
brihijoshi's picture
Upload 15 files
0448aeb verified
raw
history blame
7.16 kB
{
"best_metric": 0.26493218541145325,
"best_model_checkpoint": "./outputs/google/flan-t5-small_02112024_16_44_29/checkpoint-10275",
"epoch": 8.0,
"global_step": 16440,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.24,
"learning_rate": 4.9513381995133826e-05,
"loss": 0.6278,
"step": 500
},
{
"epoch": 0.49,
"learning_rate": 4.9026763990267643e-05,
"loss": 0.4278,
"step": 1000
},
{
"epoch": 0.73,
"learning_rate": 4.854014598540147e-05,
"loss": 0.3906,
"step": 1500
},
{
"epoch": 0.97,
"learning_rate": 4.8053527980535284e-05,
"loss": 0.3726,
"step": 2000
},
{
"epoch": 1.0,
"eval_f1": 0.3402346555086388,
"eval_loss": 0.31867411732673645,
"eval_precision": 0.3932500949967925,
"eval_recall": 0.34399184859663345,
"eval_runtime": 24.9698,
"eval_samples_per_second": 36.564,
"eval_steps_per_second": 4.606,
"step": 2055
},
{
"epoch": 1.22,
"learning_rate": 4.75669099756691e-05,
"loss": 0.3505,
"step": 2500
},
{
"epoch": 1.46,
"learning_rate": 4.708029197080292e-05,
"loss": 0.3385,
"step": 3000
},
{
"epoch": 1.7,
"learning_rate": 4.659367396593674e-05,
"loss": 0.3299,
"step": 3500
},
{
"epoch": 1.95,
"learning_rate": 4.610705596107056e-05,
"loss": 0.316,
"step": 4000
},
{
"epoch": 2.0,
"eval_f1": 0.44100378584011557,
"eval_loss": 0.29325029253959656,
"eval_precision": 0.5725633373653386,
"eval_recall": 0.41354031034704636,
"eval_runtime": 30.7804,
"eval_samples_per_second": 29.662,
"eval_steps_per_second": 3.736,
"step": 4110
},
{
"epoch": 2.19,
"learning_rate": 4.5620437956204383e-05,
"loss": 0.3077,
"step": 4500
},
{
"epoch": 2.43,
"learning_rate": 4.51338199513382e-05,
"loss": 0.2965,
"step": 5000
},
{
"epoch": 2.68,
"learning_rate": 4.4647201946472024e-05,
"loss": 0.3038,
"step": 5500
},
{
"epoch": 2.92,
"learning_rate": 4.416058394160584e-05,
"loss": 0.2948,
"step": 6000
},
{
"epoch": 3.0,
"eval_f1": 0.49142134605574894,
"eval_loss": 0.27041032910346985,
"eval_precision": 0.5482614717698139,
"eval_recall": 0.4672472050791782,
"eval_runtime": 32.1755,
"eval_samples_per_second": 28.376,
"eval_steps_per_second": 3.574,
"step": 6165
},
{
"epoch": 3.16,
"learning_rate": 4.3673965936739665e-05,
"loss": 0.286,
"step": 6500
},
{
"epoch": 3.41,
"learning_rate": 4.318734793187348e-05,
"loss": 0.2794,
"step": 7000
},
{
"epoch": 3.65,
"learning_rate": 4.27007299270073e-05,
"loss": 0.2684,
"step": 7500
},
{
"epoch": 3.89,
"learning_rate": 4.221411192214112e-05,
"loss": 0.2759,
"step": 8000
},
{
"epoch": 4.0,
"eval_f1": 0.5152580961177389,
"eval_loss": 0.2656283974647522,
"eval_precision": 0.561024311684815,
"eval_recall": 0.4928332834870085,
"eval_runtime": 32.9996,
"eval_samples_per_second": 27.667,
"eval_steps_per_second": 3.485,
"step": 8220
},
{
"epoch": 4.14,
"learning_rate": 4.172749391727494e-05,
"loss": 0.2628,
"step": 8500
},
{
"epoch": 4.38,
"learning_rate": 4.124087591240876e-05,
"loss": 0.2583,
"step": 9000
},
{
"epoch": 4.62,
"learning_rate": 4.075425790754258e-05,
"loss": 0.2567,
"step": 9500
},
{
"epoch": 4.87,
"learning_rate": 4.02676399026764e-05,
"loss": 0.2563,
"step": 10000
},
{
"epoch": 5.0,
"eval_f1": 0.5254077620147211,
"eval_loss": 0.26493218541145325,
"eval_precision": 0.5869446986868645,
"eval_recall": 0.49228704075934504,
"eval_runtime": 31.0527,
"eval_samples_per_second": 29.402,
"eval_steps_per_second": 3.703,
"step": 10275
},
{
"epoch": 5.11,
"learning_rate": 3.978102189781022e-05,
"loss": 0.2553,
"step": 10500
},
{
"epoch": 5.35,
"learning_rate": 3.929440389294404e-05,
"loss": 0.2482,
"step": 11000
},
{
"epoch": 5.6,
"learning_rate": 3.8807785888077864e-05,
"loss": 0.2412,
"step": 11500
},
{
"epoch": 5.84,
"learning_rate": 3.832116788321168e-05,
"loss": 0.2376,
"step": 12000
},
{
"epoch": 6.0,
"eval_f1": 0.5293819723661756,
"eval_loss": 0.2736237049102783,
"eval_precision": 0.5698156189027613,
"eval_recall": 0.5158894882436182,
"eval_runtime": 33.8492,
"eval_samples_per_second": 26.973,
"eval_steps_per_second": 3.397,
"step": 12330
},
{
"epoch": 6.08,
"learning_rate": 3.78345498783455e-05,
"loss": 0.234,
"step": 12500
},
{
"epoch": 6.33,
"learning_rate": 3.734793187347932e-05,
"loss": 0.2259,
"step": 13000
},
{
"epoch": 6.57,
"learning_rate": 3.686131386861314e-05,
"loss": 0.2312,
"step": 13500
},
{
"epoch": 6.81,
"learning_rate": 3.637469586374696e-05,
"loss": 0.2306,
"step": 14000
},
{
"epoch": 7.0,
"eval_f1": 0.5377831918627073,
"eval_loss": 0.27052244544029236,
"eval_precision": 0.5662163692648797,
"eval_recall": 0.5227524158025398,
"eval_runtime": 33.9607,
"eval_samples_per_second": 26.884,
"eval_steps_per_second": 3.386,
"step": 14385
},
{
"epoch": 7.06,
"learning_rate": 3.588807785888078e-05,
"loss": 0.2355,
"step": 14500
},
{
"epoch": 7.3,
"learning_rate": 3.5401459854014604e-05,
"loss": 0.2126,
"step": 15000
},
{
"epoch": 7.54,
"learning_rate": 3.491484184914842e-05,
"loss": 0.2236,
"step": 15500
},
{
"epoch": 7.79,
"learning_rate": 3.4428223844282245e-05,
"loss": 0.2186,
"step": 16000
},
{
"epoch": 8.0,
"eval_f1": 0.5354115040070326,
"eval_loss": 0.28732189536094666,
"eval_precision": 0.5835637777117146,
"eval_recall": 0.5252217659081543,
"eval_runtime": 35.8593,
"eval_samples_per_second": 25.461,
"eval_steps_per_second": 3.207,
"step": 16440
},
{
"epoch": 8.0,
"step": 16440,
"total_flos": 5028888562409472.0,
"train_loss": 0.288517827129132,
"train_runtime": 1921.0513,
"train_samples_per_second": 106.934,
"train_steps_per_second": 26.743
}
],
"max_steps": 51375,
"num_train_epochs": 25,
"total_flos": 5028888562409472.0,
"trial_name": null,
"trial_params": null
}