model_name = 'gemma-3-4b-it' #We are using 4b model_id = f"google/{model_name}" model = Gemma3ForConditionalGeneration.from_pretrained( model_id, device_map="auto", torch_dtype=torch.bfloat16, ).eval() processor = AutoProcessor.from_pretrained(model_id) __ __