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  <img alt="aloe_70b" src="https://cdn-uploads.huggingface.co/production/uploads/6620f941eba5274b5c12f83d/udSFjP3wdCu3liH_VXhBk.png" width=50%>
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- Llama3.1-Aloe-70B-Beta is an **open healthcare LLM** (released with a permissive CC-BY license) achieving **state-of-the-art performance** on several medical tasks. Aloe Beta is made available in two model sizes: [8B](https://huggingface.co/HPAI-BSC/Llama31-Aloe-Beta-8B) and [70B](https://huggingface.co/HPAI-BSC/Llama31-Aloe-Beta-70B). Both models are trained using the same recipe.
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  Aloe is trained on 20 medical tasks, resulting in a robust and versatile healthcare model. Evaluations show Aloe models to be among the best in their class. When combined with a RAG system ([also released](https://github.com/HPAI-BSC/prompt_engine)) the 8B version gets close to the performance of closed models like MedPalm-2, GPT4. With the same RAG system, Aloe-Beta-70B outperforms those private alternatives, producing state-of-the-art results.
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  - **Developed by:**聽[HPAI](https://hpai.bsc.es/)
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  - **Model type:**聽Causal decoder-only transformer language model
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  - **Language(s) (NLP):**聽English (capable but not formally evaluated on other languages)
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- - **License:**聽This model is based on Meta Llama 3.1 70B and is governed by the [Meta Llama 3 License](https://www.llama.com/llama3_1/license/). All our modifications are available with a [CC BY 4.0](https://creativecommons.org/licenses/by-nc/4.0/) license, making the Aloe Beta models **compatible with commercial use**.
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  - **Base model :** [meta-llama/Llama-3.1-70B](https://huggingface.co/meta-llama/Llama-3.1-70B)
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  - **Paper:** (more coming soon)
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  - **RAG Repository:**聽https://github.com/HPAI-BSC/prompt_engine
 
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  <img alt="aloe_70b" src="https://cdn-uploads.huggingface.co/production/uploads/6620f941eba5274b5c12f83d/udSFjP3wdCu3liH_VXhBk.png" width=50%>
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+ Llama3.1-Aloe-Beta-70B is an **open healthcare LLM** achieving **state-of-the-art performance** on several medical tasks. Aloe Beta is made available in two model sizes: [8B](https://huggingface.co/HPAI-BSC/Llama3.1-Aloe-Beta-8B) and [70B](https://huggingface.co/HPAI-BSC/Llama3.1-Aloe-Beta-70B). Both models are trained using the same recipe.
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  Aloe is trained on 20 medical tasks, resulting in a robust and versatile healthcare model. Evaluations show Aloe models to be among the best in their class. When combined with a RAG system ([also released](https://github.com/HPAI-BSC/prompt_engine)) the 8B version gets close to the performance of closed models like MedPalm-2, GPT4. With the same RAG system, Aloe-Beta-70B outperforms those private alternatives, producing state-of-the-art results.
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  - **Developed by:**聽[HPAI](https://hpai.bsc.es/)
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  - **Model type:**聽Causal decoder-only transformer language model
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  - **Language(s) (NLP):**聽English (capable but not formally evaluated on other languages)
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+ - **License:**聽This model is based on Meta Llama 3.1 70B and is governed by the [Meta Llama 3 License](https://www.llama.com/llama3_1/license/). All our modifications are available with a [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) license, making the Aloe Beta models **compatible with commercial use**.
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  - **Base model :** [meta-llama/Llama-3.1-70B](https://huggingface.co/meta-llama/Llama-3.1-70B)
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  - **Paper:** (more coming soon)
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  - **RAG Repository:**聽https://github.com/HPAI-BSC/prompt_engine