AI Agent StoreInclusionAI · Download verified
Ling 3.1 Flash 1019
Download this revised Ling model for coding and tool-based workflows. Test the exact revision before replacing the earlier Flash model.
Released 2026-10-27 · First reviewed 2026-10-23 · Checked 2026-11-03.
We still need comparable independent tests. You can compare the confirmed features and limits below, but we cannot yet give this version an Agent Fit or Practical Value rating. Try it on your hardware and tasks before relying on it.
What you can use today
You download the model files and supply the hardware and software to run them. Capacity is the amount of information a request can contain; settings and available memory can limit what fits.
Exact download ID: inclusionAI/Ling-3.1-flash-1019. The publisher recommends enabling thinking. Its performance claims are not independent results here.
The publisher announced downloadable weights October 27. The model card labels them MIT; check the license included with your chosen package before reuse.
The card advertises a 1M-token window, while this download configuration sets 262,144 positions. Confirm the supported serving setup before relying on a million-token request.
No verified current price. Earlier Ling prices and scores are not assigned to this revision.
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