Diffucoder 7B Cpgrpo 6bit

🚀 mlx-community/DiffuCoder-7B-cpGRPO-6bit

This project focuses on the mlx-community/DiffuCoder-7B-cpGRPO-6bit model, which is converted from apple/DiffuCoder-7B-cpGRPO to the MLX format. It provides a convenient way for text generation tasks.

🚀 Quick Start

Install the Dependencies

pip install mlx-lm

Generate Text

from mlx_lm import load, generate

model, tokenizer = load("mlx-community/DiffuCoder-7B-cpGRPO-6bit")

prompt = "hello"

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

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

📦 Installation

pip install mlx-lm

💻 Usage Examples

Basic Usage

from mlx_lm import load, generate

model, tokenizer = load("mlx-community/DiffuCoder-7B-cpGRPO-6bit")

prompt = "hello"

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

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