inclusionAI · First MLX build 19 Oct 2026

Ming-3.0-tts-tiny

MLX Audio mit

A 9B parameter text to speech model from inclusionAI, with 3 MLX builds, from 4-bit to bf16.

Hugging Face
Parameters
9B
From Hugging Face
Quantisation
8-bit
Ming-3.0-tts-tiny-8bit
Memory needed
14 GB
Estimate, unified memory
Download
10.6 GB
Weights, estimated
Downloads
532
This build, last 30 days
Task
Text to speech
Audio
MLX builds
3
On mlx-community
Devices
Mac
Apple silicon

Memory

Estimated from the size of the weights, plus a fifth for context and working memory and 2 GB for macOS and your apps. Long contexts need more.

Run it

Terminal · Hugging Face CLI
$ pip install -U huggingface_hub
$ hf download mlx-community/Ming-3.0-tts-tiny-8bit

MLX builds

3 on mlx-community
Click a column to sort. Smallest size and most downloads are highlighted.
Ming-3.0-tts-tiny-4bit 4-bit 6.6 GB 10 GB 376
Ming-3.0-tts-tiny-8bit 8-bit 10.6 GB 14 GB 532
Ming-3.0-tts-tiny-bf16 bf16 18.0 GB 23 GB 324

Sizes are estimated from Hugging Face’s parameter counts and the quantisation. Downloads are for the last 30 days.