{"id":"ming-3-0","slug":"ming-3-0","name":"Ming-3.0","orgId":"inclusionai","family":"ming-3-0","releaseDate":null,"availability":"announced","openWeights":true,"license":null,"paramsTotal":500000000,"paramsSource":"slug","contextWindow":null,"knowledgeCutoff":null,"modelCardUrl":"https://x.com/ModelScope2022/status/2112191301957345541","hfRepo":null,"modalities":["audio"],"aliases":["Ming-3.0","ming 3.0","ming-3.0","Ming-3.0-tts-0.5B","Ming-3.0-tts-tiny","Ming-3.0-asr-tiny","Ming-3.0-audio-flash","Ming-3.0-audio-tiny","inclusionAI/Ming-3.0-tts-0.5B","inclusionAI/Ming-3.0-tts-tiny","inclusionAI/Ming-3.0-asr-tiny","inclusionAI/Ming-3.0-audio-flash","inclusionAI/Ming-3.0-audio-tiny"],"aliasNote":null,"origin":"tracked","tracked":{"trackedSince":"2026-10-19","announced":"2026-10-19","blurb":"InclusionAI's open Ming-3.0 audio family: multilingual TTS with voice cloning, Chinese/English ASR with dialects, and native audio-language MoE models for long-recording understanding.","api":"none","openWeights":"yes","params":{"text":"0.5B dense TTS; TTS-tiny 7.9B/1.3B MoE; audio-tiny 9.3B/2.7B MoE; audio-flash 126B/6.5B MoE","source":"InclusionAI Hugging Face model cards"},"facts":[{"label":"Models","value":"Ming-3.0-tts-0.5B (dense), Ming-3.0-tts-tiny (7.9B/1.3B MoE), Ming-3.0-asr-tiny, Ming-3.0-audio-tiny (9.3B/2.7B MoE), Ming-3.0-audio-flash (126B/6.5B MoE)"},{"label":"TTS","value":"Voice cloning and voice design; Chinese, English, German, Spanish, French, Korean, Japanese; Sichuanese and Cantonese dialects on the TTS cards"},{"label":"ASR","value":"Ming-3.0-asr-tiny: Chinese and English transcription with regional dialects and optional hotword/context prompts"},{"label":"Audio-LM","value":"audio-flash and audio-tiny accept audio plus text; ASR, spoken QA, audio understanding/reasoning, optional speech responses"},{"label":"License","value":"MIT on the Hugging Face cards"},{"label":"Weights","value":"Hugging Face under inclusionAI; also listed on ModelScope"}],"claims":["ModelScope post claim: Ming-3.0-tts-0.5B is open-weight SOTA on Artificial Analysis Controlled Voice at 1069 Elo (self-reported in that post)."],"sources":[{"kind":"press","title":"ModelScope announcement on X","url":"https://x.com/ModelScope2022/status/2112191301957345541","date":"2026-10-19"},{"kind":"press","title":"SGLang project post on X","url":"https://x.com/sgl_project/status/2112203794474004891","date":"2026-10-19"},{"kind":"repo","title":"Ming-3.0-audio-flash on Hugging Face","url":"https://huggingface.co/inclusionAI/Ming-3.0-audio-flash","date":"2026-10-19"},{"kind":"repo","title":"Ming-3.0-tts-tiny on Hugging Face","url":"https://huggingface.co/inclusionAI/Ming-3.0-tts-tiny","date":"2026-10-19"},{"kind":"repo","title":"Ming-3.0-asr-tiny on Hugging Face","url":"https://huggingface.co/inclusionAI/Ming-3.0-asr-tiny","date":"2026-10-19"},{"kind":"repo","title":"inclusionAI/Ming-3.0-tts on GitHub","url":"https://github.com/inclusionAI/Ming-3.0-tts","date":"2026-10-19"}],"firstBenchmark":null},"organization":{"id":"inclusionai","name":"Ant Ling (InclusionAI, Ant Group)","slug":"inclusionai","country":null,"url":null,"color":"#11110F","mark":"A"},"price":null,"answer":{"word":"Pending benchmarks.","scope":"Announced Oct 19, 2026; no independent results yet.","lead":"As of Oct 22, 2026, Ming-3.0 is pending benchmarks on isitsota: announced Oct 19, 2026, with no independent results on the boards we track yet.","confidence":"low"},"status":"PENDING_BENCHMARKS","verdicts":[]}