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Release

Cognition turned an open model into a coding beast. But it won’t release the weights.

The New Stack · By Amanda Caswell ·

Cognition turned an open model into a coding beast. But it won’t release the weights.

The Brief

  • Cognition released SWE-2 Flash, a coding model, on Wednesday.
  • SWE-2 Flash costs one-fifth as much as Cognition's larger SWE-2 model.
  • Cognition built the model on an openly downloadable base model but is not releasing its finished weights.

Why it matters

The finished SWE-2 Flash weights cannot be downloaded or self-hosted, so developers who want to run this coding model must rely on Cognition's offering. Openness of the base model does not carry over to this version.

Who’s affected

  • Developers who want to self-host coding models
  • Teams evaluating SWE-2 Flash for cost-sensitive coding workloads

Cognition built its newest coding model on a foundation that anyone can download, yet the company is keeping its own finished version locked away. Released Wednesday, SWE-2 Flash costs one-fifth as much as Cognition’s larger SWE-2 model and generates tokens roughly three times…

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