Bogdan01m/RuadaptQwen3-4B-Instruct-MLX-8bit

This model Bogdan01m/RuadaptQwen3-4B-Instruct-MLX-8bit was converted to MLX format from RefalMachine/RuadaptQwen3-4B-Instruct using mlx-lm version 0.28.3.

Use with mlx

pip install mlx-lm

from mlx_lm import load, generate

model, tokenizer = load("Bogdan01m/RuadaptQwen3-4B-Instruct-MLX-8bit")

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)

Citation

@article{tikhomirov2024facilitating,
  title={Facilitating Large Language Model Russian Adaptation with Learned Embedding Propagation},
  author={Tikhomirov, Mikhail and Chernyshov, Daniil},
  journal={Journal of Language and Education},
  volume={10},
  number={4},
  pages={130--145},
  year={2024}
}