---
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: tiny-mlm-tweet
  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-tweet

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: 4.5627

## 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 |
|:-------------:|:-----:|:----:|:---------------:|
| 4.832         | 11.11 | 500  | 4.4717          |
| 4.3993        | 22.22 | 1000 | 4.3088          |
| 4.2588        | 33.33 | 1500 | 4.4458          |
| 4.1304        | 44.44 | 2000 | 4.2552          |
| 4.0193        | 55.56 | 2500 | 4.4867          |
| 3.9369        | 66.67 | 3000 | 4.3410          |
| 3.8675        | 77.78 | 3500 | 4.5627          |


### Framework versions

- Transformers 4.25.1
- Pytorch 1.13.0+cu116
- Datasets 2.7.1
- Tokenizers 0.13.2