Dr.Samantha-8B

Dr. Samantha is a cutting-edge virtual medical assistant that embodies the perfect balance of medical expertise and empathetic patient care. Whether addressing common health issues or navigating complex medical conditions, Dr. Samantha provides reliable, compassionate, and thorough support. She is a trustworthy companion for anyone seeking health-related advice, and her integration of advanced AI models ensures she stays at the forefront of medical knowledge and patient interaction.

This model was merged using the DARE TIES merge method using NousResearch/Meta-Llama-3-8B as a base.

Models Merged

The following models were included in the merge: * NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS * ProbeMedicalYonseiMAILab/medllama3-v20 * sethuiyer/Medichat-V2-Llama3-8B * ruslandev/llama-3-8b-samantha

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: NousResearch/Meta-Llama-3-8B
    # No parameters necessary for base model
  - model: ruslandev/llama-3-8b-samantha
    parameters:
      density: [0.25, 0.35, 0.45, 0.35, 0.25]
      weight: [0.1, 0.25, 0.5, 0.25, 0.1]
  - model: ProbeMedicalYonseiMAILab/medllama3-v20
    parameters:
      density: [0.55, 0.45, 0.35, 0.45, 0.55]
      weight: [0.3, 0.35, 0.5, 0.35, 0.3]
  - model: sethuiyer/Medichat-V2-Llama3-8B
    parameters:
      density: [0.55, 0.45, 0.35, 0.45, 0.55]
      weight: [0.2, 0.25, 0.5, 0.25, 0.2]
  - model: NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS
    parameters:
      density: [0.25, 0.35, 0.45, 0.35, 0.25]
      weight: [0.1, 0.25, 0.5, 0.25, 0.1]
merge_method: dare_ties
base_model: NousResearch/Meta-Llama-3-8B
dtype: bfloat16

The blend of specialized medical knowledge from models like ProbeMedicalYonseiMAILab/medllama3-v20 and sethuiyer/Medichat-V2-Llama3-8B, combined with the conversational capabilities of ruslandev/llama-3-8b-samantha and NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS, ensures that Dr. Samantha is both knowledgeable and approachable.

https://huggingface.co/sethuiyer/Dr.Samantha-8B