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qwen-medical-qa-lora
samandar1105/qwen-medical-qa-lora
qwen-medical-qa-lora is a question answering model from samandar1105. Use it when the input is a question plus a passage. It is set up for peft. The card lists the license as apache-2.0.
Fine-tuned with QLoRA on MedQuAD for generative medical question answering. Designed to be used as the generator in a RAG pipeline.
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At a glance
- Task
- Question Answering
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Jul 8, 2026
- Updated
- Jul 9, 2026
- SHA
- ee0d8973
Try a prompt
Base models
Datasets
Model card
From the Hugging Face model README
Qwen2.5-3B fine-tuned for Medical Q&A (LoRA adapter)
Fine-tuned with QLoRA on MedQuAD for generative medical question answering. Designed to be used as the generator in a RAG pipeline.
Disclaimer
Research/portfolio project. Not a certified medical device. Not a substitute for professional medical advice.
Usage
from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer
base = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-3B-Instruct", device_map="auto")
model = PeftModel.from_pretrained(base, "samandar1105/qwen-medical-qa-lora")
tokenizer = AutoTokenizer.from_pretrained("samandar1105/qwen-medical-qa-lora")
- Task
- Question Answering
- Library
- peft
- License
- apache-2.0
- Languages
- en
- Created
- Jul 8, 2026
- Updated
- Jul 9, 2026