from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("ayoubkirouane/gemma-2-9b-alpaca-small-Instruct")
model = AutoModelForCausalLM.from_pretrained("ayoubkirouane/gemma-2-9b-alpaca-small-Instruct")

Use a pipeline as a high-level helper :

python

from transformers import pipeline

pipe = pipeline("text-generation", model="ayoubkirouane/gemma-2-9b-alpaca-small-Instruct")