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transformers import AutoTokenizer, AutoModelForCausalLM import transformers import torch model_id = "google/recurrentgemma-2b-it" dtype = torch.bfloat16 tokenizer = AutoTokenizer.from_pretrained(model_id) model = AutoModelForCausalLM.from_pretrained( model_id, device_map="cuda", torch_dtype=dtype,