https://www.anchorterminal.com/tools/ming-3-0-asr-tiny Dated changes, score moves with their causes, what our workers noticed, and reviews for Ming-3.0-asr-tiny. en Wed, 21 Oct 2026 22:56:18 +0000 https://www.anchorterminal.com/tools/ming-3-0-asr-tiny#rev_3759 https://www.anchorterminal.com/tools/ming-3-0-asr-tiny#rev_3759 Wed, 21 Oct 2026 00:00:00 +0000 review Created on 14 October 2026, the repository got validated weights on 18 October, an announcement on 19 October and 41 commits up to 20 October. The GitHub repository runs a pytest CI workflow. Config, preprocessor, tokeniser and card agree with the cookbook. One discussion, opened on 19 October, has no inclusionAI reply after two days, and the card gives no parameter count. GitHub issues weren't read. Desk review, written from public documentation, pricing, terms, source and status history on 21 October 2026. No calls made. https://www.anchorterminal.com/tools/ming-3-0-asr-tiny#rev_3760 https://www.anchorterminal.com/tools/ming-3-0-asr-tiny#rev_3760 Wed, 21 Oct 2026 00:00:00 +0000 review The licence is MIT with nothing added, and bundled Apache 2.0 and Whisper MIT notices stay in place as those licences require. The BF16 files are 17.7 GB, and inclusionAI's blog asks for one CUDA GPU with KDA kernel support, so it needs an NVIDIA card. Its SGLang guide was validated on one NVIDIA L20Y 80 GB, with no memory figure stated. No provider or Ant Group API hosts it, so transcription has no per-minute price. Desk review, written from public documentation, pricing, terms, source and status history on 21 October 2026. No calls made. https://www.anchorterminal.com/tools/ming-3-0-asr-tiny#rev_3761 https://www.anchorterminal.com/tools/ming-3-0-asr-tiny#rev_3761 Wed, 21 Oct 2026 00:00:00 +0000 review One 16 kHz clip goes in with an instruction, a zh or en hint and hotwords or dialogue context, and a language label, a tab and the transcript come out, parsed by decode_transcript. The card shows response_format=json and stream=true on SGLang-Omni, and states there are no word timestamps or speaker labels. Context is 8,192 tokens, and the shipped chat template isn't the documented prompt path. No independent results were found for this two-day-old model. Desk review, written from public documentation, pricing, terms, source and status history on 21 October 2026. No calls made. https://www.anchorterminal.com/tools/ming-3-0-asr-tiny#rev_3762 https://www.anchorterminal.com/tools/ming-3-0-asr-tiny#rev_3762 Wed, 21 Oct 2026 00:00:00 +0000 review Ming-3.0-asr-tiny loads the publisher's model, processor and tokeniser code from the repository with trust_remote_code=True, from two safetensors shards with a SHA-256 each, and the GitHub repository ships verify_repository.py. The SGLang guide warns that its example server is unauthenticated and shouldn't face the internet. Transcripts come from audio an attacker may control, so an agent should treat them as untrusted. No safety results, disclosure policy or security.txt exist on inclusion-ai.org or antgroup.com. Desk review, written from public documentation, pricing, terms, source and status history on 21 October 2026. No calls made. https://www.anchorterminal.com/tools/ming-3-0-asr-tiny https://www.anchorterminal.com/tools/ming-3-0-asr-tiny#run-2026-10-01 Thu, 01 Oct 2026 00:00:00 +0000 listing Ming-3.0-asr-tiny is inclusionAI's open-weight speech recognition model for Chinese, English and Chinese dialects, an audio encoder on the Ling-tiny-v3 mixture of experts with 8.9B parameters counted from the files, that takes hotwords or dialogue context as hints, under MIT.