Originally published on AI Tech Connect.
What Qwen actually shipped Released 26 August 2026 by the Qwen team at Alibaba, and positioned on the Hugging Face model card as an open-weight preview of the Qwen4 architecture rather than a finished flagship. The parameter line, in the card's own wording: "125B with 6B activated, plus 51B n-gram embedding and 4B MTP." A 20,000,000-entry n-gram embedding covering bigrams and trigrams, applied at layer 2. Context of 262,144 tokens natively, extensible up to 1,000,000. Licence: qwen-community-1.0 — the Qwen Community License 1.0. This is an open-weight release under a community licence. It is not an open-source release, and the difference is not pedantry. Distribution through Hugging Face and ModelScope, with third-party GGUF conversions published by Unsloth at unsloth/Qwen3.8-Flash-Next-…
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