Medical-reasoning-llama-8b-sft
This model is a fine-tuned version of the DeepSeek-R1-Distill-Llama-8B model, specifically trained for medical reasoning tasks in the Chinese language. It has been fine-tuned on a dataset of medical questions and answers and is capable of providing informative and logical responses to medical inquiries.
Model Details
Model Description
This model is a fine-tuned large language model designed to provide answers to medical questions in Chinese. It is based on the DeepSeek-R1-Distill-Llama-8B model and has been trained using the SFTTrainer from Huggingface TRL. The model utilizes complex chains of thought (CoT) to enhance its reasoning capabilities.
- Developed by: Ning Wang
- Model type: Large Language Model (LLM)
- Language(s) (NLP): Chinese (zh)
- License: MIT
- Finetuned from model: DeepSeek-R1-Distill-Llama-8B
Model Sources
Uses
Direct Use
This model can be used to answer medical questions in Chinese. It is intended for research and educational purposes and can be used by medical professionals, researchers, and students to explore and understand medical reasoning.
Out-of-Scope Use
This model should not be used for any purpose other than research and education. It is not a substitute for professional medical advice and should not be used to diagnose or treat medical conditions. It is also not suitable for generating creative content or performing tasks unrelated to medical reasoning.
Bias, Risks, and Limitations
This model may exhibit biases present in the training data. It may also generate incorrect or misleading information. It is important to note that the model's responses should be reviewed and validated by qualified medical professionals before being used in any real-world medical context.
Recommendations
Users should be aware of the limitations of this model and use it responsibly. It is recommended to consult with medical professionals for any medical concerns or decisions. The model's responses should be considered as a starting point for further investigation and should not be relied upon as the sole source of information.