---
title: inclusionAI/Ming-3.0-tts-tiny
url: https://recentmodel.com/models/inclusionAI/Ming-3.0-tts-tiny/
status: archived
published: 2026-09-22T12:46:28Z
updated: 2026-10-22T23:27:46Z
source: https://huggingface.co/inclusionAI/Ming-3.0-tts-tiny
---

# inclusionAI/Ming-3.0-tts-tiny

Text to speech model from inclusionAI (HF pipeline tag; the card has no one-line description). Mixture-of-experts, 9B total, 1.3B active (128 experts, 8 per token). Context: 4K tokens (config). License: mit.


- **Org:** inclusionAI
- **Released:** 2026-09-22
- **Status:** archived
- **License:** mit (permissive)
- **Parameters:** 9.0B total, 1.3B active
- **Architecture:** MoE · 128 experts, 8/token · LingV3TTSForConditionalGeneration
- **Context:** 4,096 tokens
- **Task:** text-to-speech · audio
- **Signal:** 31 HF likes · 524 downloads
- **Archived:** 2026-10-22 (aged out (older than 30 days); stats as last seen)

## Runs on

real quant files; sizing calculation, not tested.

- Q4 ~8.5 GB: 12GB GPU (RTX 3060), Mac 16GB
- Q8 ~12.4 GB: 16GB GPU (5060 Ti / 4060 Ti / 4080 / 5080), 16GB GPU (7800 XT / 9070 XT), Mac 24GB
- FP16 ~19.8 GB: 24GB GPU (3090 / 4090), 32GB GPU (5090), 48GB GPU (RTX 6000 Ada / A6000), 96GB GPU (RTX Pro 6000 Blackwell), 1× DGX Spark (128GB), 2× DGX Spark (256GB), 24GB GPU (7900 XTX), Strix Halo 128GB unified (~96GB usable), Arc B60 24GB, Arc B70 32GB, Mac 36GB, Mac 48GB, Mac 64GB (M1 Max), Mac 96GB, Mac 128GB, Mac 192GB, Mac 256GB, Mac 512GB, CPU only, 32GB RAM (slow), CPU only, 64GB RAM (slow), CPU only, 128GB RAM (slow), CPU only, 256GB RAM (slow)

## Links

- [Hugging Face](https://huggingface.co/inclusionAI/Ming-3.0-tts-tiny)
- [MLX: mlx-community/Ming-3.0-tts-tiny-4bit](https://huggingface.co/mlx-community/Ming-3.0-tts-tiny-4bit)
- [MLX: mlx-community/Ming-3.0-tts-tiny-8bit](https://huggingface.co/mlx-community/Ming-3.0-tts-tiny-8bit)