Hailey Schoelkopf
Push to HF hub
893a8e7
{
"best_metric": 2.8452765941619873,
"best_model_checkpoint": "/home/lily/nos6/bloom-adapt/exps_ru/bigscience/bloom-560m_ru_adpt_bitfit_original-frozen_100_000samples/checkpoint-25000",
"epoch": 1.462073805485701,
"global_step": 25000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03,
"learning_rate": 9.8e-05,
"loss": 2.9918,
"step": 500
},
{
"epoch": 0.06,
"learning_rate": 9.6e-05,
"loss": 2.9681,
"step": 1000
},
{
"epoch": 0.09,
"learning_rate": 9.4e-05,
"loss": 2.9368,
"step": 1500
},
{
"epoch": 0.12,
"learning_rate": 9.200000000000001e-05,
"loss": 2.931,
"step": 2000
},
{
"epoch": 0.15,
"learning_rate": 9e-05,
"loss": 2.9194,
"step": 2500
},
{
"epoch": 0.18,
"learning_rate": 8.800000000000001e-05,
"loss": 2.9168,
"step": 3000
},
{
"epoch": 0.2,
"learning_rate": 8.6e-05,
"loss": 2.8951,
"step": 3500
},
{
"epoch": 0.23,
"learning_rate": 8.4e-05,
"loss": 2.9015,
"step": 4000
},
{
"epoch": 0.26,
"learning_rate": 8.2e-05,
"loss": 2.9003,
"step": 4500
},
{
"epoch": 0.29,
"learning_rate": 8e-05,
"loss": 2.8895,
"step": 5000
},
{
"epoch": 0.29,
"eval_loss": 2.894315719604492,
"eval_runtime": 486.9085,
"eval_samples_per_second": 13.666,
"eval_steps_per_second": 3.417,
"step": 5000
},
{
"epoch": 0.32,
"learning_rate": 7.800000000000001e-05,
"loss": 2.8937,
"step": 5500
},
{
"epoch": 0.35,
"learning_rate": 7.6e-05,
"loss": 2.8911,
"step": 6000
},
{
"epoch": 0.38,
"learning_rate": 7.4e-05,
"loss": 2.8768,
"step": 6500
},
{
"epoch": 0.41,
"learning_rate": 7.2e-05,
"loss": 2.8774,
"step": 7000
},
{
"epoch": 0.44,
"learning_rate": 7e-05,
"loss": 2.8715,
"step": 7500
},
{
"epoch": 0.47,
"learning_rate": 6.800000000000001e-05,
"loss": 2.8745,
"step": 8000
},
{
"epoch": 0.5,
"learning_rate": 6.6e-05,
"loss": 2.8792,
"step": 8500
},
{
"epoch": 0.53,
"learning_rate": 6.400000000000001e-05,
"loss": 2.8693,
"step": 9000
},
{
"epoch": 0.56,
"learning_rate": 6.2e-05,
"loss": 2.87,
"step": 9500
},
{
"epoch": 0.58,
"learning_rate": 6e-05,
"loss": 2.8771,
"step": 10000
},
{
"epoch": 0.58,
"eval_loss": 2.867130756378174,
"eval_runtime": 486.8608,
"eval_samples_per_second": 13.667,
"eval_steps_per_second": 3.418,
"step": 10000
},
{
"epoch": 0.61,
"learning_rate": 5.8e-05,
"loss": 2.8562,
"step": 10500
},
{
"epoch": 0.64,
"learning_rate": 5.6000000000000006e-05,
"loss": 2.8606,
"step": 11000
},
{
"epoch": 0.67,
"learning_rate": 5.4000000000000005e-05,
"loss": 2.8588,
"step": 11500
},
{
"epoch": 0.7,
"learning_rate": 5.2000000000000004e-05,
"loss": 2.8581,
"step": 12000
},
{
"epoch": 0.73,
"learning_rate": 5e-05,
"loss": 2.8582,
"step": 12500
},
{
"epoch": 0.76,
"learning_rate": 4.8e-05,
"loss": 2.8497,
"step": 13000
},
{
"epoch": 0.79,
"learning_rate": 4.600000000000001e-05,
"loss": 2.8513,
"step": 13500
},
{
"epoch": 0.82,
"learning_rate": 4.4000000000000006e-05,
"loss": 2.8532,
"step": 14000
},
{
"epoch": 0.85,
"learning_rate": 4.2e-05,
"loss": 2.8454,
"step": 14500
},
{
"epoch": 0.88,
"learning_rate": 4e-05,
"loss": 2.8503,
"step": 15000
},
{
"epoch": 0.88,
"eval_loss": 2.8542237281799316,
"eval_runtime": 486.699,
"eval_samples_per_second": 13.672,
"eval_steps_per_second": 3.419,
"step": 15000
},
{
"epoch": 0.91,
"learning_rate": 3.8e-05,
"loss": 2.8453,
"step": 15500
},
{
"epoch": 0.94,
"learning_rate": 3.6e-05,
"loss": 2.8484,
"step": 16000
},
{
"epoch": 0.96,
"learning_rate": 3.4000000000000007e-05,
"loss": 2.8493,
"step": 16500
},
{
"epoch": 0.99,
"learning_rate": 3.2000000000000005e-05,
"loss": 2.8463,
"step": 17000
},
{
"epoch": 1.02,
"learning_rate": 3e-05,
"loss": 2.8497,
"step": 17500
},
{
"epoch": 1.05,
"learning_rate": 2.8000000000000003e-05,
"loss": 2.8495,
"step": 18000
},
{
"epoch": 1.08,
"learning_rate": 2.6000000000000002e-05,
"loss": 2.843,
"step": 18500
},
{
"epoch": 1.11,
"learning_rate": 2.4e-05,
"loss": 2.8444,
"step": 19000
},
{
"epoch": 1.14,
"learning_rate": 2.2000000000000003e-05,
"loss": 2.8414,
"step": 19500
},
{
"epoch": 1.17,
"learning_rate": 2e-05,
"loss": 2.8466,
"step": 20000
},
{
"epoch": 1.17,
"eval_loss": 2.8475029468536377,
"eval_runtime": 486.5545,
"eval_samples_per_second": 13.676,
"eval_steps_per_second": 3.42,
"step": 20000
},
{
"epoch": 1.2,
"learning_rate": 1.8e-05,
"loss": 2.8382,
"step": 20500
},
{
"epoch": 1.23,
"learning_rate": 1.6000000000000003e-05,
"loss": 2.8462,
"step": 21000
},
{
"epoch": 1.26,
"learning_rate": 1.4000000000000001e-05,
"loss": 2.8335,
"step": 21500
},
{
"epoch": 1.29,
"learning_rate": 1.2e-05,
"loss": 2.8463,
"step": 22000
},
{
"epoch": 1.32,
"learning_rate": 1e-05,
"loss": 2.8422,
"step": 22500
},
{
"epoch": 1.35,
"learning_rate": 8.000000000000001e-06,
"loss": 2.8335,
"step": 23000
},
{
"epoch": 1.37,
"learning_rate": 6e-06,
"loss": 2.8392,
"step": 23500
},
{
"epoch": 1.4,
"learning_rate": 4.000000000000001e-06,
"loss": 2.845,
"step": 24000
},
{
"epoch": 1.43,
"learning_rate": 2.0000000000000003e-06,
"loss": 2.852,
"step": 24500
},
{
"epoch": 1.46,
"learning_rate": 0.0,
"loss": 2.8489,
"step": 25000
},
{
"epoch": 1.46,
"eval_loss": 2.8452765941619873,
"eval_runtime": 486.7615,
"eval_samples_per_second": 13.67,
"eval_steps_per_second": 3.419,
"step": 25000
},
{
"epoch": 1.46,
"step": 25000,
"total_flos": 3.7147907956565606e+17,
"train_loss": 2.869237265625,
"train_runtime": 40762.5336,
"train_samples_per_second": 4.906,
"train_steps_per_second": 0.613
}
],
"max_steps": 25000,
"num_train_epochs": 2,
"total_flos": 3.7147907956565606e+17,
"trial_name": null,
"trial_params": null
}