metadata
license: cc-by-nc-nd-4.0
language:
- en
base_model: deepseek-ai/DeepSeek-R1-Distill-Llama-8B
tags:
- medical
- clinical
- healthcare
- clinical reasoning
- diagnosis
- system-2
- critical-thinking
extra_gated_heading: 'Access Restricted: Clinical Research Only'
extra_gated_prompt: >-
This is a clinical medical model. To request access, please provide your full
name, institution/company, and intended research use case. Anonymous requests
will be rejected.
extra_gated_fields:
First Name: text
Last Name: text
Institution: text
Research Purpose: text
Diagnostic-Medicine-R1
Diagnostic-Medicine-R1 is a clinical reasoning model developed by the Clinical Reasoning Lab. It is designed to assist researchers in analyzing medical texts, generating differential diagnoses, and simulating clinical reasoning pathways.
Model Details
- Base Model: DeepSeek-R1-Distill-Llama-8B
- Architecture: Transformers with Chain-of-Thought (CoT) Reasoning
- Developer: Clinical Reasoning Lab
- Model Type: Medical Large Language Model
- License: CC-BY-NC-ND-4.0 (derived from MIT & Llama 3.1 Community License) (Non-Commercial, No Derivatives)
- Intended Use: Research and academic validation only. Not for clinical decision-making or commercial deployment.
Attribution: This model is a fine-tune of DeepSeek-R1-Distill-Llama-8B, which is distilled from Llama-3.1-8B.
- Built with Llama.
- Original DeepSeek-R1 Copyright (c) 2023 DeepSeek.
Access Policy
Due to the sensitive nature of medical AI, access to this model is gated and manually reviewed. To gain access, you must provide:
- Your real name.
- Your institutional affiliation.
- A clear research purpose.
Requests from anonymous accounts or those lacking a clear research justification will be declined.
Intended Use & Limitations
Intended Use
- Clinical Research: Analyzing patterns in de-identified medical data.
- Education: Simulating diagnostic scenarios for medical training.
- Evaluation: Benchmarking against other medical reasoning systems.
Limitations
- Not a Doctor: This model is not a licensed medical professional and should not be used to provide medical advice, diagnosis, or treatment.
- Accuracy: Like all LLMs, this model can hallucinate. All outputs must be verified by qualified professionals.
- Bias: The model may reflect biases present in the medical literature used for training.
Citation
If you use this model in your research, please attribute it as follows:
@misc{clinical-reasoning-lab-2025,
author = {Clinical Reasoning Lab},
title = {Diagnostic-Medicine-R1},
year = {2025},
publisher = {Hugging Face},
journal = {Hugging Face Repository},
howpublished = {\url{[https://huggingface.co/Clinical-Reasoning-Lab/Diagnostic-Medicine-R1](https://huggingface.co/Clinical-Reasoning-Lab/Diagnostic-Medicine-R1)}}
}