---
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: tiny-mlm-conll2003
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# tiny-mlm-conll2003

This model is a fine-tuned version of [google/bert_uncased_L-2_H-128_A-2](https://huggingface.co/google/bert_uncased_L-2_H-128_A-2) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 4.6472

## 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: 3e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- num_epochs: 200

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 5.4619        | 0.4   | 500  | 5.1363          |
| 5.2804        | 0.8   | 1000 | 4.9579          |
| 5.1847        | 1.2   | 1500 | 4.7870          |
| 5.0376        | 1.6   | 2000 | 4.8272          |
| 4.9622        | 2.0   | 2500 | 4.8460          |
| 4.913         | 2.4   | 3000 | 4.7859          |
| 4.9216        | 2.8   | 3500 | 4.7816          |
| 4.8176        | 3.2   | 4000 | 4.7040          |
| 4.7735        | 3.6   | 4500 | 4.6986          |
| 4.7892        | 4.0   | 5000 | 4.6846          |
| 4.718         | 4.4   | 5500 | 4.6943          |
| 4.6564        | 4.8   | 6000 | 4.6461          |
| 4.6593        | 5.2   | 6500 | 4.6011          |
| 4.6384        | 5.6   | 7000 | 4.7286          |
| 4.5704        | 6.0   | 7500 | 4.7027          |
| 4.478         | 6.4   | 8000 | 4.6472          |


### Framework versions

- Transformers 4.26.0.dev0
- Pytorch 1.13.0+cu116
- Datasets 2.8.1.dev0
- Tokenizers 0.13.2