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medical-tinyllama-harrison
waber223/medical-tinyllama-harrison
medical-tinyllama-harrison is a machine learning model from waber223. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
Fine-tuned TinyLlama-1.1B on Harrison's Principles of Internal Medicine.
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Public
Updated Mar 5, 2026
Repo size
109 MB
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Mar 4, 2026
- Updated
- Mar 5, 2026
- SHA
- 46ad543b
Base models
Model card
From the Hugging Face model README
Medical TinyLlama — Harrison's Internal Medicine
Fine-tuned TinyLlama-1.1B on Harrison's Principles of Internal Medicine.
Model Details
- Base: TinyLlama/TinyLlama-1.1B-Chat-v1.0
- Training: LoRA fine-tuning (Phase 1 + Phase 2)
- Dataset: Harrison's Internal Medicine textbook
- RAG: FAISS vector database included
Usage
Load with PEFT:
from transformers import AutoModelForCausalLM, AutoTokenizer
from peft import PeftModel
base = AutoModelForCausalLM.from_pretrained("TinyLlama/TinyLlama-1.1B-Chat-v1.0")
model = PeftModel.from_pretrained(base, "waber223/medical-tinyllama-harrison")
- License
- apache-2.0
- Languages
- en, hi
- Created
- Mar 4, 2026
- Updated
- Mar 5, 2026