---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- conll2003
model-index:
- name: pos-tags-2
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# pos-tags-2

This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on the conll2003 dataset.

## 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: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 0.27

### Training results

| Training Loss | Epoch | Step | Validation Loss | Precision | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:---------:|:--------:|
| No log        | 0.27  | 475  | 0.4432          | 0.8728    | 0.9023   |


### Framework versions

- Transformers 4.28.1
- Pytorch 2.0.0+cu117
- Datasets 2.11.0
- Tokenizers 0.13.3