opt-125m-qnli / trainer_state.json
Cheng98's picture
Upload folder using huggingface_hub
8b6b93c verified
raw
history blame
8.53 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 5.0,
"global_step": 32735,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.08,
"learning_rate": 1.9696960439896138e-05,
"loss": 0.5246,
"step": 500
},
{
"epoch": 0.15,
"learning_rate": 1.939147701237208e-05,
"loss": 0.4485,
"step": 1000
},
{
"epoch": 0.23,
"learning_rate": 1.9085993584848024e-05,
"loss": 0.4207,
"step": 1500
},
{
"epoch": 0.31,
"learning_rate": 1.8781121124179017e-05,
"loss": 0.4384,
"step": 2000
},
{
"epoch": 0.38,
"learning_rate": 1.8475637696654957e-05,
"loss": 0.3822,
"step": 2500
},
{
"epoch": 0.46,
"learning_rate": 1.81701542691309e-05,
"loss": 0.3769,
"step": 3000
},
{
"epoch": 0.53,
"learning_rate": 1.7864670841606844e-05,
"loss": 0.3714,
"step": 3500
},
{
"epoch": 0.61,
"learning_rate": 1.7559187414082787e-05,
"loss": 0.3608,
"step": 4000
},
{
"epoch": 0.69,
"learning_rate": 1.725370398655873e-05,
"loss": 0.3537,
"step": 4500
},
{
"epoch": 0.76,
"learning_rate": 1.6948220559034674e-05,
"loss": 0.3474,
"step": 5000
},
{
"epoch": 0.84,
"learning_rate": 1.6642737131510617e-05,
"loss": 0.3435,
"step": 5500
},
{
"epoch": 0.92,
"learning_rate": 1.633725370398656e-05,
"loss": 0.3314,
"step": 6000
},
{
"epoch": 0.99,
"learning_rate": 1.6031770276462503e-05,
"loss": 0.3333,
"step": 6500
},
{
"epoch": 1.07,
"learning_rate": 1.5727508782648543e-05,
"loss": 0.2464,
"step": 7000
},
{
"epoch": 1.15,
"learning_rate": 1.5422025355124486e-05,
"loss": 0.2316,
"step": 7500
},
{
"epoch": 1.22,
"learning_rate": 1.511654192760043e-05,
"loss": 0.2186,
"step": 8000
},
{
"epoch": 1.3,
"learning_rate": 1.4811058500076371e-05,
"loss": 0.2305,
"step": 8500
},
{
"epoch": 1.37,
"learning_rate": 1.4505575072552316e-05,
"loss": 0.2255,
"step": 9000
},
{
"epoch": 1.45,
"learning_rate": 1.4200091645028258e-05,
"loss": 0.2317,
"step": 9500
},
{
"epoch": 1.53,
"learning_rate": 1.3894608217504203e-05,
"loss": 0.232,
"step": 10000
},
{
"epoch": 1.6,
"learning_rate": 1.3589124789980144e-05,
"loss": 0.2429,
"step": 10500
},
{
"epoch": 1.68,
"learning_rate": 1.3283641362456088e-05,
"loss": 0.2359,
"step": 11000
},
{
"epoch": 1.76,
"learning_rate": 1.2978157934932032e-05,
"loss": 0.2305,
"step": 11500
},
{
"epoch": 1.83,
"learning_rate": 1.2672674507407974e-05,
"loss": 0.228,
"step": 12000
},
{
"epoch": 1.91,
"learning_rate": 1.2367191079883917e-05,
"loss": 0.2384,
"step": 12500
},
{
"epoch": 1.99,
"learning_rate": 1.2063540552925004e-05,
"loss": 0.2294,
"step": 13000
},
{
"epoch": 2.06,
"learning_rate": 1.1758057125400948e-05,
"loss": 0.1472,
"step": 13500
},
{
"epoch": 2.14,
"learning_rate": 1.1452573697876892e-05,
"loss": 0.1447,
"step": 14000
},
{
"epoch": 2.21,
"learning_rate": 1.1147090270352833e-05,
"loss": 0.1399,
"step": 14500
},
{
"epoch": 2.29,
"learning_rate": 1.0841606842828778e-05,
"loss": 0.138,
"step": 15000
},
{
"epoch": 2.37,
"learning_rate": 1.0536734382159768e-05,
"loss": 0.1519,
"step": 15500
},
{
"epoch": 2.44,
"learning_rate": 1.0231250954635711e-05,
"loss": 0.1533,
"step": 16000
},
{
"epoch": 2.52,
"learning_rate": 9.925767527111655e-06,
"loss": 0.158,
"step": 16500
},
{
"epoch": 2.6,
"learning_rate": 9.620284099587598e-06,
"loss": 0.1571,
"step": 17000
},
{
"epoch": 2.67,
"learning_rate": 9.314800672063541e-06,
"loss": 0.1497,
"step": 17500
},
{
"epoch": 2.75,
"learning_rate": 9.009317244539484e-06,
"loss": 0.1503,
"step": 18000
},
{
"epoch": 2.83,
"learning_rate": 8.703833817015428e-06,
"loss": 0.1616,
"step": 18500
},
{
"epoch": 2.9,
"learning_rate": 8.398350389491371e-06,
"loss": 0.1493,
"step": 19000
},
{
"epoch": 2.98,
"learning_rate": 8.093477928822362e-06,
"loss": 0.1485,
"step": 19500
},
{
"epoch": 3.05,
"learning_rate": 7.788605468153352e-06,
"loss": 0.0928,
"step": 20000
},
{
"epoch": 3.13,
"learning_rate": 7.483122040629296e-06,
"loss": 0.082,
"step": 20500
},
{
"epoch": 3.21,
"learning_rate": 7.178249579960288e-06,
"loss": 0.0805,
"step": 21000
},
{
"epoch": 3.28,
"learning_rate": 6.872766152436231e-06,
"loss": 0.0795,
"step": 21500
},
{
"epoch": 3.36,
"learning_rate": 6.567282724912174e-06,
"loss": 0.0754,
"step": 22000
},
{
"epoch": 3.44,
"learning_rate": 6.261799297388117e-06,
"loss": 0.0726,
"step": 22500
},
{
"epoch": 3.51,
"learning_rate": 5.95631586986406e-06,
"loss": 0.0742,
"step": 23000
},
{
"epoch": 3.59,
"learning_rate": 5.650832442340004e-06,
"loss": 0.0833,
"step": 23500
},
{
"epoch": 3.67,
"learning_rate": 5.345349014815947e-06,
"loss": 0.0761,
"step": 24000
},
{
"epoch": 3.74,
"learning_rate": 5.03986558729189e-06,
"loss": 0.0793,
"step": 24500
},
{
"epoch": 3.82,
"learning_rate": 4.734382159767833e-06,
"loss": 0.086,
"step": 25000
},
{
"epoch": 3.89,
"learning_rate": 4.428898732243776e-06,
"loss": 0.0743,
"step": 25500
},
{
"epoch": 3.97,
"learning_rate": 4.124026271574768e-06,
"loss": 0.0886,
"step": 26000
},
{
"epoch": 4.05,
"learning_rate": 3.81854284405071e-06,
"loss": 0.0454,
"step": 26500
},
{
"epoch": 4.12,
"learning_rate": 3.5130594165266534e-06,
"loss": 0.0271,
"step": 27000
},
{
"epoch": 4.2,
"learning_rate": 3.2081869558576453e-06,
"loss": 0.0328,
"step": 27500
},
{
"epoch": 4.28,
"learning_rate": 2.902703528333588e-06,
"loss": 0.032,
"step": 28000
},
{
"epoch": 4.35,
"learning_rate": 2.597220100809531e-06,
"loss": 0.0292,
"step": 28500
},
{
"epoch": 4.43,
"learning_rate": 2.2917366732854746e-06,
"loss": 0.0254,
"step": 29000
},
{
"epoch": 4.51,
"learning_rate": 1.9862532457614175e-06,
"loss": 0.0333,
"step": 29500
},
{
"epoch": 4.58,
"learning_rate": 1.6807698182373607e-06,
"loss": 0.0251,
"step": 30000
},
{
"epoch": 4.66,
"learning_rate": 1.375286390713304e-06,
"loss": 0.0316,
"step": 30500
},
{
"epoch": 4.73,
"learning_rate": 1.069802963189247e-06,
"loss": 0.022,
"step": 31000
},
{
"epoch": 4.81,
"learning_rate": 7.643195356651903e-07,
"loss": 0.0303,
"step": 31500
},
{
"epoch": 4.89,
"learning_rate": 4.594470749961815e-07,
"loss": 0.0252,
"step": 32000
},
{
"epoch": 4.96,
"learning_rate": 1.5396364747212466e-07,
"loss": 0.0332,
"step": 32500
},
{
"epoch": 5.0,
"step": 32735,
"total_flos": 3.421125693407232e+16,
"train_loss": 0.17498792731636295,
"train_runtime": 1485.8355,
"train_samples_per_second": 352.472,
"train_steps_per_second": 22.031
}
],
"max_steps": 32735,
"num_train_epochs": 5,
"total_flos": 3.421125693407232e+16,
"trial_name": null,
"trial_params": null
}