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distil-slovakbert-ner – AI Model by crabz | AlphaNeural AI

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crabz/
distil-slovakbert-ner

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token-classification

generated_from_trainer

autotrain_compatible

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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
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