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---
language:
- pt
metrics:
- perplexity
pipeline_tag: text-generation
---
# Model Card for Model ID
A Portuguese language model trained on https://huggingface.co/facebook/opt-125m .
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
- **Developed by:** Monique Monteiro
- **Shared by [optional]:** Monique Monteiro
- **Model type:** OPT
- **Language(s) (NLP):** Portuguese
- **License:** [More Information Needed]
- **Finetuned from model [optional]:** facebook/opt-125m
Use the code below to get started with the model.
```python
generator = pipeline('text-generation', 'monilouise/opt125M_portuguese')
output = generator("Era uma vez", max_length=50, do_sample=True)
```
## Training Details
### Training Data
The model was trained on gs://unicamp-dl/ia025a_2022s1/aula9/sample-1gb.txt
### Training Procedure
The model was trained for 3 epochs, by using learning rate = 5e-5 (linear scheduler).
#### Preprocessing [optional]
All text was tokenized and broken into chunks of 1024 tokens.
#### Training Hyperparameters
- **Training regime:** fp16 mixed precision
#### Speeds, Sizes, Times [optional]
Training time: 17 hours
## Evaluation
The model was evaluated on a 5% validation split.
#### Metrics
Perplexity = 7.94.
## Model Card Authors [optional]
moniquelouise@gmail.com
## Model Card Contact
moniquelouise@gmail.com |