BioVitEssence-7B

Overview

BioVitEssence-7B is a cutting-edge language model specialized in the medical domain, merging the expertise of BioMistral's base model with the focused medical insights from Meditron and Medalpaca. This model aims to provide high-quality, reliable medical assistance and information, reflecting a synthesis of expert knowledge in a format accessible to both medical professionals and patients.

Features

Expert Integration: Combines BioMistral-7B's robust language understanding with the medical expertise of Meditron-7b and Medalpaca-7b.
Specialized Knowledge: Tailored to provide accurate medical information and assistance.
Multilingual Support: Offers assistance in multiple languages, with a particular emphasis on French, aligning with the model's medical expertise and user base.
Efficient and Precise: Utilizes a float16 dtype and cheap_embed gate mode for optimized performance without compromising accuracy.

Model Architecture

Base Model: BioMistral/BioMistral-7B, optimized for medical language understanding.
Expert Models:
- Meditron-7b (EPFL-LLM): Integrated with prompts to enhance medical assistance accuracy.
- Medalpaca-7b (MedAlpaca): Further refines the model's medical response capabilities.

Usage

from transformers import pipeline, set_seed
generator = pipeline('text-generation', model='Svngoku/BioVitEssence-2x7B')
set_seed(42)
print(generator("Your medical query here", max_length=50))

Applications

Medical research
Clinical assistance
Health information systems
Patient care and consultation

Contribution

We welcome contributions from the medical and AI research communities to enhance VitEssence-7B's capabilities. Please submit your pull requests or issues on our GitHub repository.

License

Specify the license under which your model is released, ensuring users understand their rights and limitations in using VitEssence-7B.

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