Quantization, Llm, Large Language Models, Langchain, Text Generation.
bnb_4bit_use_double_quant=True, bnb_4bit_quant_type="nf4", bnb_4bit_compute_dtype=torch.bfloat16, ) # Loading model in pre-set configuration pretrained_model = AutoModelForCausalLM.from_pretrained( model_id, quantization_config=bnb_config, ) The load_in_4bit flag specifies that the model should be