Token Classification
GLiNER
PyTorch
multilingual
gliner_xxl-v2.5 / trainer_state.json
Ihor's picture
Upload folder using huggingface_hub
2ca0a51 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.112676056338028,
"eval_steps": 500,
"global_step": 2400,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0880281690140845,
"grad_norm": 1643.14404296875,
"learning_rate": 4.166666666666667e-06,
"loss": 136.5152,
"step": 100
},
{
"epoch": 0.176056338028169,
"grad_norm": 1259.6392822265625,
"learning_rate": 8.333333333333334e-06,
"loss": 127.3215,
"step": 200
},
{
"epoch": 0.2640845070422535,
"grad_norm": 1478.6107177734375,
"learning_rate": 9.980973490458728e-06,
"loss": 137.0093,
"step": 300
},
{
"epoch": 0.352112676056338,
"grad_norm": 586.53076171875,
"learning_rate": 9.86522435289912e-06,
"loss": 136.2538,
"step": 400
},
{
"epoch": 0.44014084507042256,
"grad_norm": 748.0945434570312,
"learning_rate": 9.646737621134112e-06,
"loss": 110.4259,
"step": 500
},
{
"epoch": 0.528169014084507,
"grad_norm": 1178.682373046875,
"learning_rate": 9.330127018922195e-06,
"loss": 99.7847,
"step": 600
},
{
"epoch": 0.6161971830985915,
"grad_norm": 890.4047241210938,
"learning_rate": 8.92207832459788e-06,
"loss": 111.7352,
"step": 700
},
{
"epoch": 0.704225352112676,
"grad_norm": 333.7227783203125,
"learning_rate": 8.43120818934367e-06,
"loss": 104.0762,
"step": 800
},
{
"epoch": 0.7922535211267606,
"grad_norm": 1009.5026245117188,
"learning_rate": 7.86788218175523e-06,
"loss": 103.2902,
"step": 900
},
{
"epoch": 0.8802816901408451,
"grad_norm": 542.9478759765625,
"learning_rate": 7.243995901002312e-06,
"loss": 107.7297,
"step": 1000
},
{
"epoch": 0.9683098591549296,
"grad_norm": 864.6980590820312,
"learning_rate": 6.572723780758069e-06,
"loss": 88.3369,
"step": 1100
},
{
"epoch": 1.0,
"eval_loss": 200.542236328125,
"eval_runtime": 31.8227,
"eval_samples_per_second": 31.738,
"eval_steps_per_second": 3.991,
"step": 1136
},
{
"epoch": 1.056338028169014,
"grad_norm": 1790.6683349609375,
"learning_rate": 5.8682408883346535e-06,
"loss": 91.1943,
"step": 1200
},
{
"epoch": 1.1443661971830985,
"grad_norm": 1222.1258544921875,
"learning_rate": 5.145423593715558e-06,
"loss": 101.148,
"step": 1300
},
{
"epoch": 1.232394366197183,
"grad_norm": 352.8750915527344,
"learning_rate": 4.4195354293738484e-06,
"loss": 74.3622,
"step": 1400
},
{
"epoch": 1.3204225352112675,
"grad_norm": 2005.60986328125,
"learning_rate": 3.705904774487396e-06,
"loss": 85.063,
"step": 1500
},
{
"epoch": 1.408450704225352,
"grad_norm": 680.5648193359375,
"learning_rate": 3.019601169804216e-06,
"loss": 81.2217,
"step": 1600
},
{
"epoch": 1.4964788732394365,
"grad_norm": 394.0007629394531,
"learning_rate": 2.3751170983272e-06,
"loss": 83.0847,
"step": 1700
},
{
"epoch": 1.584507042253521,
"grad_norm": 868.7428588867188,
"learning_rate": 1.7860619515673034e-06,
"loss": 68.1166,
"step": 1800
},
{
"epoch": 1.6725352112676055,
"grad_norm": 275.2021179199219,
"learning_rate": 1.264874643795021e-06,
"loss": 88.6323,
"step": 1900
},
{
"epoch": 1.76056338028169,
"grad_norm": 370.32763671875,
"learning_rate": 8.225609429353187e-07,
"loss": 75.0886,
"step": 2000
},
{
"epoch": 1.8485915492957745,
"grad_norm": 514.0765380859375,
"learning_rate": 4.6846106481675035e-07,
"loss": 70.9229,
"step": 2100
},
{
"epoch": 1.936619718309859,
"grad_norm": 687.5501708984375,
"learning_rate": 2.1005243842255552e-07,
"loss": 77.3133,
"step": 2200
},
{
"epoch": 2.0,
"eval_loss": 195.50889587402344,
"eval_runtime": 32.1653,
"eval_samples_per_second": 31.4,
"eval_steps_per_second": 3.948,
"step": 2272
},
{
"epoch": 2.0246478873239435,
"grad_norm": 885.4177856445312,
"learning_rate": 5.279180709527765e-08,
"loss": 76.5441,
"step": 2300
},
{
"epoch": 2.112676056338028,
"grad_norm": 815.9951782226562,
"learning_rate": 0.0,
"loss": 72.9512,
"step": 2400
}
],
"logging_steps": 100,
"max_steps": 2400,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 600,
"total_flos": 0.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}