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Pending benchmarksTracking since Oct 18, 2026

Is REKI state of the art?Pending benchmarks.Announced Oct 16, 2026; no independent results yet.

Kyutai's 2.4B vision-language-action robot model, built with Inria and École des Ponts, pretrained on public data only, with a built-in memory of its recent past.

Announced facts

The details so far

Lab
Kyutai
Announced
Oct 16, 2026
API
Not yet
Open weights
Published
Parameters
2.4B (2.2B VLM, 0.2B action expert)
Type
Vision-language-action (VLA) robot policy
Built with
Inria and École nationale des ponts et chaussées
Memory
32 register tokens per frame give the policy access to its recent past
Training data
Public data only
Weights
Hugging Face (base and four finetuned checkpoints)
Code
Training and inference code to be fully open sourced
License
CC BY-NC-SA 4.0 weights, MIT codeunsure · Per Kyutai's Hugging Face model card; Kyutai's X posts don't state a license.
API
None stated

Tags marked unsure are not stated on the lab's own pages.

Next steps

What would let us call it

Verdicts use only independent boards we already track. Two consecutive snapshots are required before any crown.

  • Publicly announced with a source
  • Usable by the public (API or weights)
  • Listed on an independent board we track
  • Enough results for a rank in a category
  • Holds across two snapshots (crowns only)
Self-reported

What the lab claims

Self-reported. Shown for context; not used in any verdict.

Lab claim: rivals larger models trained on in-house data with complex multi-stage pipelines, setting a new Pareto frontier between performance and size.

Receipts

Sources

LABKyutai announcement on Xx.com/kyutai_labs/status/2111125878709088487 · Oct 16, 2026LABKyutai weights and code post on Xx.com/kyutai_labs/status/2111125887101878462 · Oct 16, 2026REPOreki-2b on Hugging Facehuggingface.co/kyutai/reki-2b · Oct 16, 2026

Tracking continues until an independent board lists it.