Text-to-Speech
Transformers
ONNX
Safetensors
lingv3_tts
feature-extraction
audio
voice-cloning
multilingual
mixture-of-experts
speech-generation
custom_code
Instructions to use inclusionAI/Ming-3.0-tts-tiny with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use inclusionAI/Ming-3.0-tts-tiny with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-to-speech", model="inclusionAI/Ming-3.0-tts-tiny", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("inclusionAI/Ming-3.0-tts-tiny", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
Today
-
Add SGLang-Omni serving instructions to README (#1)
- Add SGLang-Omni serving instructions to README (55461632edbb1042ce64b40b50dfa2d853dae774) Co-authored-by: Xinyuan Tong <JustinTong@users.noreply.huggingface.co>b170071
Yesterday
-
Add cross-model benchmark comparisons from the project README
Verified signatureSynchronize complete benchmark tables from Ming-3.0-tts main at 1a92df891d3922f0b3c326c24fb39487f7430d81, preserving the multilingual evaluation note and all other model-card sections.154395d -
Update model architecture diagram
Verified signaturedacb17c -
Describe built-in Chinese voice count as 100+
Verified signatureac1eb84 -
Clarify model-specific recommended inference settings
Verified signature18e41a2 -
Shorten multilingual evaluation note
Verified signaturecbaac80 -
Clarify multilingual benchmark evaluation methodology
Verified signatureb89ba80 -
Fix inline navigation icon layout in model card
Verified signaturedb658d1 -
Replace model card navigation emoji with SVG icons
Verified signature56d18ad -
Add icons to model card navigation links
Verified signaturea7ac38e -
Remove redundant task-mode prose from model card
Verified signaturec7878f2 -
Align model card inference instructions with the GitHub release
Verified signatureCorrect task controls, examples and setup documentation; preserve benchmark values and previously confirmed parameter wording.6319d26 -
Replace architecture diagrams with the updated Ming-3.0-tts figure
Verified signatureUse the supplied updated architecture image while preserving existing model-card image references.2813b4c -
Remove the unconfirmed technical report announcement
Verified signatureRemove the Citation placeholder containing Technical report forthcoming. Leave metrics, inference documentation and existing references unchanged.f2d082b -
Correct Tiny backbone parameter description to 7.9B-A1.3B
Verified signatureUpdate the subtitle, introduction and parameter table. Preserve model assets and conversion provenance.5d1701f -
Sync benchmark metrics with the updated GitHub model card
Verified signatureSource: inclusionAI/Ming-3.0-tts README at 835c10f8652cb3a76d4ec2575636965a721dddf7. Synchronize per-checkpoint benchmark values, add CV3N hard-emotion averages and Tiny podcast metrics, and update the Tiny Korean CER limitation. Preserve inference documentation and multilingual dataset attribution.c297058
4 days ago
-
Specify MiniMax language subsets used for multilingual evaluation
Verified signaturefe39337 -
Clarify that TTS inference requires the GitHub repository
Verified signatureDocument checkpoint distribution scope and link the GitHub inference code and current setup instructions.793b10e
5 days ago
-
Update zero-shot TTS and Sichuan dialect metrics in model card
Verified signatureUpdate confirmed evaluation metrics. Only README.md changes; model weights are unchanged.d9ba2e9
26 days ago
-
Use Tiny-specific architecture diagram
Verified signature90f564a -
Add model-specific README
Verified signature7b47279 -
Add files using upload-large-folder tool
Verified signaturea50cc39 -
Add files using upload-large-folder tool
Verified signature31ab957
28 days ago
-
initial commit
Verified signature89f1727