crabz/distil-slovakbert-ner

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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
• —trainbatchsize: 24
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: 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