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