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gemma-2b-medical-summary-lora-20251102-150945 – AI Model by Cristian11212 | AlphaNeural AI

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Cristian11212/
gemma-2b-medical-summary-lora-20251102-150945

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google/gemma-3-4b-it

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Gemma 2B Medical Summary (LoRA)

Fine-tuned with LoRA on medical abstract → plain language summary task.

Training Details

Base model: google/gemma-3-4b-it
PEFT: LoRA (r=16, alpha=32)
Dataset: Cochrane Library abstracts
Training samples: 1000
Epochs: 3
Loss: Composite (Relevance, Factuality, Readability)

Usage

python

from transformers import AutoTokenizer, AutoModelForCausalLM
from peft import PeftModel

base_model = AutoModelForCausalLM.from_pretrained("google/gemma-3-4b-it")
model = PeftModel.from_pretrained(base_model, "Cristian11212/gemma-2b-medical-summary-lora-20251102-150945")
tokenizer = AutoTokenizer.from_pretrained("Cristian11212/gemma-2b-medical-summary-lora-20251102-150945")

Generated with ❤️ using Claude Code