ruslanmv/Medical-Llama3-v2

Hugging Face
TEXT GENERATIONConcurrency Cost:1Model Size:8BQuant:FP8Ctx Length:8kPublished:Jun 30, 2024License:apache-2.0Architecture:Transformer0.0K Open Weights Warm

The Medical-Llama3-v2 is an 8 billion parameter Llama3-based model developed by ruslanmv, fine-tuned specifically for medical question-answering. It leverages the AI Medical Chatbot dataset to generate informative responses to health-related inquiries. This model is optimized to provide detailed medical information, serving as a specialized AI assistant for health questions. It features an 8192-token context length, enhancing its ability to process and respond to complex medical queries.

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Medical-Llama3-v2: Specialized Medical Q&A Model

The Medical-Llama3-v2 is an 8 billion parameter language model developed by ruslanmv, fine-tuned from the Llama3 architecture. Its primary purpose is to serve as a dedicated AI assistant for medical question-answering, providing informative and potentially helpful responses to health-related inquiries.

Key Capabilities

  • Medical Focus: Optimized specifically for understanding and addressing health-related questions.
  • Knowledge Base: Trained on the comprehensive ruslanmv/ai-medical-chatbot dataset, ensuring a rich foundation of medical knowledge.
  • Informative Text Generation: Capable of generating detailed and thorough answers to complex medical queries.
  • Context Length: Features an 8192-token context window, allowing for more extensive input and output in medical discussions.

Good For

  • Medical Information Retrieval: Ideal for applications requiring detailed explanations of medical conditions, symptoms, and potential steps for diagnosis.
  • Educational Tools: Can be used in educational settings to provide information on various medical topics.
  • Preliminary Health Inquiry Support: Useful for users seeking general information about symptoms or conditions, with a strong emphasis on advising professional medical consultation.

Important Note: This model is intended for informational purposes only and should not be used as a substitute for professional medical advice. Always consult with a qualified healthcare provider for any medical concerns.

Popular Sampler Settings

Top 3 parameter combinations used by Featherless users for this model. Click a tab to see each config.

temperature
top_p
top_k
frequency_penalty
presence_penalty
repetition_penalty
min_p