Construct low_bit object from model_id
Args:
model_id: Path for the bigdl-llm transformers low-bit model folder.
tokenizer_id: Path for the huggingface repo id or local model folder
which contains the tokenizer.
model_kwargs: Keyword arguments to pass to the model and tokenizer.
kwargs: Extra arguments to pass to the model and tokenizer.