mbert-tlm-sent-en-de / trainer_state.json
Nikita Moghe Moghe
First model version
95001ba
raw
history blame
6.13 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 9.999960001599936,
"global_step": 125000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.2,
"learning_rate": 4.9e-05,
"loss": 2.2296,
"step": 2500
},
{
"epoch": 0.4,
"learning_rate": 4.8e-05,
"loss": 2.0608,
"step": 5000
},
{
"epoch": 0.6,
"learning_rate": 4.7e-05,
"loss": 1.987,
"step": 7500
},
{
"epoch": 0.8,
"learning_rate": 4.600000000000001e-05,
"loss": 1.9583,
"step": 10000
},
{
"epoch": 1.0,
"learning_rate": 4.5e-05,
"loss": 1.9038,
"step": 12500
},
{
"epoch": 1.2,
"learning_rate": 4.4000000000000006e-05,
"loss": 1.8114,
"step": 15000
},
{
"epoch": 1.4,
"learning_rate": 4.3e-05,
"loss": 1.8088,
"step": 17500
},
{
"epoch": 1.6,
"learning_rate": 4.2e-05,
"loss": 1.7709,
"step": 20000
},
{
"epoch": 1.8,
"learning_rate": 4.1e-05,
"loss": 1.7479,
"step": 22500
},
{
"epoch": 2.0,
"learning_rate": 4e-05,
"loss": 1.7373,
"step": 25000
},
{
"epoch": 2.2,
"learning_rate": 3.9000000000000006e-05,
"loss": 1.6358,
"step": 27500
},
{
"epoch": 2.4,
"learning_rate": 3.8e-05,
"loss": 1.6291,
"step": 30000
},
{
"epoch": 2.6,
"learning_rate": 3.7e-05,
"loss": 1.6265,
"step": 32500
},
{
"epoch": 2.8,
"learning_rate": 3.6e-05,
"loss": 1.6149,
"step": 35000
},
{
"epoch": 3.0,
"learning_rate": 3.5e-05,
"loss": 1.6124,
"step": 37500
},
{
"epoch": 3.2,
"learning_rate": 3.4000000000000007e-05,
"loss": 1.5486,
"step": 40000
},
{
"epoch": 3.4,
"learning_rate": 3.3e-05,
"loss": 1.5361,
"step": 42500
},
{
"epoch": 3.6,
"learning_rate": 3.2000000000000005e-05,
"loss": 1.52,
"step": 45000
},
{
"epoch": 3.8,
"learning_rate": 3.1e-05,
"loss": 1.5049,
"step": 47500
},
{
"epoch": 4.0,
"learning_rate": 3e-05,
"loss": 1.5074,
"step": 50000
},
{
"epoch": 4.2,
"learning_rate": 2.9e-05,
"loss": 1.4674,
"step": 52500
},
{
"epoch": 4.4,
"learning_rate": 2.8000000000000003e-05,
"loss": 1.446,
"step": 55000
},
{
"epoch": 4.6,
"learning_rate": 2.7000000000000002e-05,
"loss": 1.4385,
"step": 57500
},
{
"epoch": 4.8,
"learning_rate": 2.6000000000000002e-05,
"loss": 1.4202,
"step": 60000
},
{
"epoch": 5.0,
"learning_rate": 2.5e-05,
"loss": 1.3935,
"step": 62500
},
{
"epoch": 5.2,
"learning_rate": 2.4e-05,
"loss": 1.3593,
"step": 65000
},
{
"epoch": 5.4,
"learning_rate": 2.3000000000000003e-05,
"loss": 1.3439,
"step": 67500
},
{
"epoch": 5.6,
"learning_rate": 2.2000000000000003e-05,
"loss": 1.3417,
"step": 70000
},
{
"epoch": 5.8,
"learning_rate": 2.1e-05,
"loss": 1.3306,
"step": 72500
},
{
"epoch": 6.0,
"learning_rate": 2e-05,
"loss": 1.3141,
"step": 75000
},
{
"epoch": 6.2,
"learning_rate": 1.9e-05,
"loss": 1.2657,
"step": 77500
},
{
"epoch": 6.4,
"learning_rate": 1.8e-05,
"loss": 1.2714,
"step": 80000
},
{
"epoch": 6.6,
"learning_rate": 1.7000000000000003e-05,
"loss": 1.2649,
"step": 82500
},
{
"epoch": 6.8,
"learning_rate": 1.6000000000000003e-05,
"loss": 1.248,
"step": 85000
},
{
"epoch": 7.0,
"learning_rate": 1.5e-05,
"loss": 1.2594,
"step": 87500
},
{
"epoch": 7.2,
"learning_rate": 1.4000000000000001e-05,
"loss": 1.2195,
"step": 90000
},
{
"epoch": 7.4,
"learning_rate": 1.3000000000000001e-05,
"loss": 1.2105,
"step": 92500
},
{
"epoch": 7.6,
"learning_rate": 1.2e-05,
"loss": 1.1911,
"step": 95000
},
{
"epoch": 7.8,
"learning_rate": 1.1000000000000001e-05,
"loss": 1.172,
"step": 97500
},
{
"epoch": 8.0,
"learning_rate": 1e-05,
"loss": 1.1758,
"step": 100000
},
{
"epoch": 8.2,
"learning_rate": 9e-06,
"loss": 1.163,
"step": 102500
},
{
"epoch": 8.4,
"learning_rate": 8.000000000000001e-06,
"loss": 1.1555,
"step": 105000
},
{
"epoch": 8.6,
"learning_rate": 7.000000000000001e-06,
"loss": 1.1418,
"step": 107500
},
{
"epoch": 8.8,
"learning_rate": 6e-06,
"loss": 1.1162,
"step": 110000
},
{
"epoch": 9.0,
"learning_rate": 5e-06,
"loss": 1.1089,
"step": 112500
},
{
"epoch": 9.2,
"learning_rate": 4.000000000000001e-06,
"loss": 1.0745,
"step": 115000
},
{
"epoch": 9.4,
"learning_rate": 3e-06,
"loss": 1.1002,
"step": 117500
},
{
"epoch": 9.6,
"learning_rate": 2.0000000000000003e-06,
"loss": 1.0877,
"step": 120000
},
{
"epoch": 9.8,
"learning_rate": 1.0000000000000002e-06,
"loss": 1.0767,
"step": 122500
},
{
"epoch": 10.0,
"learning_rate": 0.0,
"loss": 1.0536,
"step": 125000
},
{
"epoch": 10.0,
"step": 125000,
"train_runtime": 15880.0798,
"train_samples_per_second": 7.871
}
],
"max_steps": 125000,
"num_train_epochs": 10,
"total_flos": 33561297088632468,
"trial_name": null,
"trial_params": null
}