---
tags:
- generated_from_trainer
model-index:
- name: tiny-mlm-imdb-from-scratch
  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-imdb-from-scratch

This model is a fine-tuned version of [](https://huggingface.co/) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 7.0618

## 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
- training_steps: 5000

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 9.2404        | 0.4   | 500  | 8.3748          |
| 7.7894        | 0.8   | 1000 | 7.4371          |
| 7.2197        | 1.2   | 1500 | 7.2251          |
| 7.1023        | 1.6   | 2000 | 7.1803          |
| 7.0728        | 2.0   | 2500 | 7.1613          |
| 7.0421        | 2.4   | 3000 | 7.1337          |
| 7.0211        | 2.8   | 3500 | 7.1215          |
| 6.9948        | 3.2   | 4000 | 7.0884          |
| 6.9785        | 3.6   | 4500 | 7.0775          |
| 6.9552        | 4.0   | 5000 | 7.0618          |


### Framework versions

- Transformers 4.26.0.dev0
- Pytorch 1.13.1+cu116
- Datasets 2.8.1.dev0
- Tokenizers 0.13.2