Image-Text-to-Text
PEFT
Safetensors
lora
gemma4
vision-language
document-understanding
document-parsing
structured-extraction
json
insurance
conversational
Instructions to use webAI-Official/gemma-4-12b-it-structure-lora-peft with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use webAI-Official/gemma-4-12b-it-structure-lora-peft with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("google/gemma-4-12B-it") model = PeftModel.from_pretrained(base_model, "webAI-Official/gemma-4-12b-it-structure-lora-peft") - Notebooks
- Google Colab
- Kaggle
Ctrl+K