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medical-gemma3_1b
gimmy256/medical-gemma3_1b
medical-gemma3_1b is a text generation model from gimmy256. Use it when you need the model to write or continue text. It is set up for keras. The card lists the license as apache-2.0.
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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At a glance
- Task
- Text Generation
- Library
- keras
- License
- apache-2.0
- Access
- Public
- Created
- Jul 31, 2025
- Updated
- Jul 31, 2025
- SHA
- e627cfcc
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Model card
From the Hugging Face model README
🧠 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.
🚀 Fine-Tuning Details
- Base Model: Gemma 3B (1B parameter version)
- Framework: TensorFlow / Keras (Saved using
.kerasformat) - Library: KerasNLP
- Technique: Parameter-efficient fine-tuning using LoRA
- Target Domain: Medical Question Answering
- Data Used: A subset of Medical QA data
✅ 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")
- Task
- Text Generation
- Library
- keras
- License
- apache-2.0
- Languages
- en
- Created
- Jul 31, 2025
- Updated
- Jul 31, 2025