from mlx_lm import load, generate

model, tokenizer = load("mlx-community/gemma-2-27b-4-bit")

prompt="hello"

if hasattr(tokenizer, "apply_chat_template") and tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, tokenize=False, add_generation_prompt=True
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)

mlx-community/gemma-2-27b-bf16-4bit

mlx-community/gemma-2-27b-4-bit

Use with mlx

mlx-community/
gemma-2-27b-bf16-4bit