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Qwen2.5-0.5B-Instruct-MLX-4bit – AI Model by Irfanuruchi | AlphaNeural AI | AlphaNeural AI

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Irfanuruchi/
Qwen2.5-0.5B-Instruct-MLX-4bit

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Qwen2.5-0.5B-Instruct (MLX, 4-bit)

This repository contains an MLX-converted and 4-bit quantized version of Qwen/Qwen2.5-0.5B-Instruct.

No fine-tuning or training was performed
Format conversion + post-training quantization only
Recommended default for on-device usage

Usage

pip install -U mlx-lm

bash

mlx_lm.generate \
  --model Irfanuruchi/Qwen2.5-0.5B-Instruct-MLX-4bit \
  --prompt "Write a helpful onboarding message for an iOS app in 3 bullet points."

Bench notes (MacBook Pro M3 Pro)

Prompt tokens: 45
Generation tokens: 100
Generation speed: ~292.9 tokens/sec
Peak memory: ~0.319 GB

Tooling

mlx-lm: 0.30.2
mlx: bundled with Apple MLX (no public version string)

Related models

8-bit variant (higher quality):
https://huggingface.co/Irfanuruchi/Qwen2.5-0.5B-Instruct-MLX-8bit