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J-LAB/BRisa-7B-Instruct-v0.2
BRisa-7B-Instruct-v0.2 is a text generation model from J-LAB. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
This is an instruction model trained for good performance in Portuguese. The initial base is the Mistral 7B v2 Model (source). We utilized the JJhooww/Mistral-7B-v0.2-Baseptbr version pre-trained on 1 billion tokens i…
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From the Hugging Face model README
This is an instruction model trained for good performance in Portuguese. The initial base is the Mistral 7B v2 Model (source). We utilized the JJhooww/Mistral-7B-v0.2-Base_ptbr version pre-trained on 1 billion tokens in Portuguese (source).
The base model has good performance in Portuguese but faces significant challenges following instructions. We therefore used the version mistralai/Mistral-7B-Instruct-v0.2 and fine-tuned it for responses in Portuguese, then merged it with the base JJhooww/Mistral-7B-v0.2-Base_ptbr (https://huggingface.co/JJhooww/Mistral-7B-v0.2-Base_ptbr).
Detailed results can be found here and on the 🚀 Open Portuguese LLM Leaderboard
| Metric | Value |
|---|---|
| Average | 66.19 |
| ENEM Challenge (No Images) | 65.08 |
| BLUEX (No Images) | 53.69 |
| OAB Exams | 43.37 |
| Assin2 RTE | 91.50 |
| Assin2 STS | 73.61 |
| FaQuAD NLI | 68.31 |
| HateBR Binary | 74.28 |
| PT Hate Speech Binary | 65.12 |
| tweetSentBR | 60.77 |