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Med_scribe_V2 – AI Model by sahabajalam | AlphaNeural AI

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sahabajalam/
Med_scribe_V2

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google/medgemma-1.5-4b-it

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Med Scribe - Clinical Notes LoRA Adapter

Fine-tuned LoRA adapter for MedGemma 1.5 4B-IT, specialized for generating clinical notes from doctor-patient conversations.

Usage

python

from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer

base_model = AutoModelForCausalLM.from_pretrained("google/medgemma-1.5-4b-it")
model = PeftModel.from_pretrained(base_model, "sahabajalam/Med_scribe")
tokenizer = AutoTokenizer.from_pretrained("google/medgemma-1.5-4b-it")

Training Details

Base Model: google/medgemma-1.5-4b-it
Method: QLoRA (4-bit quantization)
LoRA rank: 16
Training steps: 500