Ling-3.1-flash WATCH

Weights and serving recipes are public, but 1M context and coding results still lack reproducible evidence.

Next stepWait for the harness and a reproducible 1M serving recipe.

Judgment reviewed 2026-10-21 · Basis: InclusionAI releases Ling-3.1-flash weights for long-horizon agent work

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Availability & adoption

license: MIT; public FP8 safetensors, about 574 GB

Timeline

2026-10-13New

InclusionAI releases Ling-3.1-flash weights for long-horizon agent work

Official · ReferenceLing-3.1-flash model card and weights

Choosing models →Building agents →