gimmy256/medical-gemma3_1b

🧠 Medical Gemma3 Model (1B) – KerasNLP + LoRA Fine-Tuning

This repository hosts a fine-tuned version of the Gemma 3 1B model using Low-Rank Adaptation (LoRA) via KerasNLP on a subset of Medical Question & Answering (Q&A) data.

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🚀 Fine-Tuning Details

• Base Model: Gemma 3B (1B parameter version)
• Framework: TensorFlow / Keras (Saved using .keras format)
• Library: KerasNLP
• Technique: Parameter-efficient fine-tuning using LoRA
• Target Domain: Medical Question Answering
• Data Used: A subset of Medical QA data

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✅ How to Load the Model

from keras.models import load_model

model = load_model("https://huggingface.co/gimmy256/medical-gemma3_1b/resolve/main/medical_gemma3_1b.keras")