Text Generation
PEFT
Safetensors
English
lora
customer-service
context-engineering
pae
peripheral-attention
conversational
Instructions to use anthonylee991/gemma-4-12b-pae-contextual-reach with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use anthonylee991/gemma-4-12b-pae-contextual-reach 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, "anthonylee991/gemma-4-12b-pae-contextual-reach") - Notebooks
- Google Colab
- Kaggle
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