README.md

metadata

language:
  - en
library_name: transformers
license: apache-2.0
tags:
  - unsloth
  - transformers
  - llama
  - llama2
  - llama-2
  - chat
  - mlx
base_model: unsloth/llama-2-7b-chat

shashikanth-a/llama-2-7b-chat-4bit

The Model shashikanth-a/llama-2-7b-chat-4bit was converted to MLX format from unsloth/llama-2-7b-chat using mlx-lm version 0.19.3.

Use with mlx

pip install mlx-lm

from mlx_lm import load, generate

model, tokenizer = load("shashikanth-a/llama-2-7b-chat-4bit")

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)