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medical-tinyllama-harrison – AI Model by waber223 | AlphaNeural AI

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waber223/
medical-tinyllama-harrison

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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:

python

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")