Ming-3.0-tts-tiny
Ming-3.0-tts-tiny is a downloadable mixture-of-experts speech synthesis checkpoint built on the Ling V3 backbone, with 7.9B total parameters and about 1.3B active per token. It supports multilingual speech generation, voice cloning, voice design, dialogue, and controls for speaking style and delivery.
What it does
Use it to synthesize speech from text with configurable voices, languages, delivery styles and speakers.
- Availability
- Checkpoint distributed on Hugging Face; inference code and instructions in the GitHub repository
- Pricing model
- Not established
- Deployment
- Local inference; NVIDIA H800 recommended
- Privacy
- Not established
- Licence
- MIT
Capability
Modality
Access
Deployment
Pricing
Target user
Evidence
6 claims- The Hugging Face repository contains sharded weights and supporting model code, audio tokenizer, speaker encoder and text tokenizer. [1]
The repository includes sharded weights, supporting model code, audio tokenizer, speaker encoder and text tokenizer.
inclusionAI. Quoted text is outside CC BY 4.0 and keeps its original rights. - The model supports zero-shot voice cloning from a short reference clip. [1]
- Zero-shot voice cloning from a short reference clip
inclusionAI. Quoted text is outside CC BY 4.0 and keeps its original rights. - It supports Chinese, English, German, Spanish, French, Korean and Japanese synthesis. [1]
| Languages | Chinese, English, German, Spanish, French, Korean, Japanese |
inclusionAI. Quoted text is outside CC BY 4.0 and keeps its original rights. - It supports Sichuanese and Cantonese dialect control. [1]
- Multilingual synthesis and Sichuanese/Cantonese dialect control
inclusionAI. Quoted text is outside CC BY 4.0 and keeps its original rights. - Speech delivery can be controlled with emotion, speed, pitch and volume settings. [1]
- Explicit emotion, speed, pitch and volume control
inclusionAI. Quoted text is outside CC BY 4.0 and keeps its original rights. - Inference requires cloning the Ming-3.0-tts GitHub repository and installing its dependencies. [1]
> **Inference requires the [Ming-3.0-tts GitHub repository](https://github.com/inclusionAI/Ming-3.0-tts).** This Hugging Face repository is for checkpoint distribution and does not provide a standalone inference setup.
inclusionAI. Quoted text is outside CC BY 4.0 and keeps its original rights.
Sources
1
1
inclusionAIOwner-controlled
https://huggingface.co/inclusionAI/Ming-3.0-tts-tiny
Retrieved 2026-10-28 00:39 UTC
Verified
Versions
4| Version | Effective | Change | Changed fields | State |
|---|---|---|---|---|
| 4 | 2026-10-28 00:39 UTC | material change | access, availability, deployment | Current |
| 3 | 2026-10-23 02:31 UTC | material change | availability, deployment | Current |
| 2 | 2026-10-21 04:17 UTC | material change | pricing, availability, deployment | Current |
| 1 | 2026-10-20 05:11 UTC | publication | None | Current |
In briefs
1- Voice agents can take actions during a live conversation Daily brief 2026-10-20
Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.