training_params.json

{
    "data_path": "ltgoslo/norne",
    "model": "NbAiLab/nb-bert-base",
    "lr": 3e-05,
    "epochs": 5,
    "max_seq_length": 512,
    "batch_size": 8,
    "warmup_ratio": 0.1,
    "gradient_accumulation": 1,
    "optimizer": "adamw_torch",
    "scheduler": "linear",
    "weight_decay": 0.0,
    "max_grad_norm": 1.0,
    "seed": 42,
    "train_split": "bokmaal:train",
    "valid_split": "bokmaal:test",
    "tokens_column": "tokens",
    "tags_column": "pos_tags",
    "logging_steps": -1,
    "project_name": "nb-bert-base-pos-ltgnorne-lr3e-5-e5",
    "auto_find_batch_size": false,
    "mixed_precision": "fp16",
    "save_total_limit": 1,
    "push_to_hub": true,
    "eval_strategy": "epoch",
    "username": "versae",
    "log": "tensorboard",
    "early_stopping_patience": 5,
    "early_stopping_threshold": 0.01
}