---
widget:
  - text: Em uma bela manhã de
  - text: Em uma cidade tão grande como
  - text: Maria e Joana são
license: mit
datasets:
- mc4
language:
- pt
metrics:
- perplexity
library_name: transformers
pipeline_tag: text-generation
---
# OPT-125M finetuned Portuguese 

Fine-tuning the [OPT-125M](https://huggingface.co/facebook/opt-125m) model on a reduced corpus of mc4-Portuguese with approximately 300M tokens.

###### Hyper-parameters


- learning_rate = 5e-5
- batch_size = 32
- warmup = 500
- seq_length = 512
- num_train_epochs = 2.0

With an A100 with 40GB of RAM, the training took around 3 hours

**Perplexity:** 9.4

## Sample Use

```python
from transformers import pipeline
generator = pipeline('text-generation', model='Mirelle/opt-125M-pt-br-finetuned', max_length=100, do_sample=True)
generator("Em uma bela manhã de")
```