distil-slovakbert-ner

This model is a fine-tuned version of crabz/distil-slovakbert on the wikiann sk dataset.

• F1: 0.9307

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 5e-05
• train_batch_size: 24
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10.0

Training results

Framework versions

• Transformers 4.17.0.dev0
• Pytorch 1.10.0+cu113
• Datasets 1.15.1
• Tokenizers 0.11.0