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Cognition releases SWE-2 Flash coding model built on Inkling-Small, weights withheld

5 articles3 sourcessince Nov 4Last article 1h ago ·

Overview

AISummary of 5 articles

Cognition introduces SWE-2 Flash, a coding model built on Thinking Machines' Inkling-Small, which has 276B total and 12B active parameters.

Cognition says the model outperforms all American open-weight models on leading evals, including ones three times larger, but it is not publicly releasing the weights. Cognition says the weights carry a cyber misuse risk and that it is building a program to share them securely with trusted industry partners and research labs, with more details coming in the coming weeks.

Cognition says its inference stack lets it offer SWE-2 Flash at one-fifth the price and 3x the speed of its larger sibling SWE-2. Cognition's blog says Terminal-Bench 4.0 scores rose from 0.9% to 20.0% over the base model Inkling-Small. SWE-2 Flash is free until the end of the month for Pro, Max, and Teams users in Devin Desktop and Devin CLI.

Written by AI from the articles below · updated Nov 4, 3:53 PM ET

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Developments

3 developments

  1. Nov 4, 2:55 PM ET · 1 article
    Cognition makes SWE-2 Flash free for eligible Devin users through November
    Cognition: Cognition makes SWE-2 Flash free for Pro, Max, and Teams Devin users
  2. Nov 4, 2:55 PM ET · 1 article
    Cognition explains SWE-2 Flash's model and inference stack
    Cognition: Cognition's SWE-2 Flash is based on Thinking Machines' Inkling-Small model
  3. Nov 4, 1:00 PM ET · 3 articles
    Cognition introduces SWE-2 Flash coding model
    Cognition Blog (Devin, Windsurf): Cognition introduces SWE-2 Flash, a coding model with weights withheld

Article timeline

The articles in this story. Times are ET.

Nov 4
  1. Soumith ChintalaX
    Cognition introduces SWE-2 Flash, a fast open-weight coding model

    AICognition introduces SWE-2 Flash, a fast and efficient coding model that it says outperforms all American open-weight models on leading evals, including ones three times larger. Cognition says it is building a program to securely share the weights with partners and researchers, balancing transparency against cyber risks.

  2. CognitionOfficial
    Cognition makes SWE-2 Flash free for Pro, Max, and Teams Devin users

    AICognition says SWE-2 Flash is free until the end of this month for all Pro, Max, and Teams users in Devin Desktop and Devin CLI. The company will share more details about its secure weight access program in the coming weeks.

  3. CognitionOfficial
    Cognition's SWE-2 Flash is based on Thinking Machines' Inkling-Small model

    AICognition says SWE-2 Flash is built on Thinking Machines' Inkling-Small, an American model with 276B total and 12B active parameters. Cognition says its inference stack lets it offer SWE-2 Flash at 5x lower cost and 3x higher speed than SWE-2.

    GIF from @cognition's post
  4. CognitionOfficial
    Cognition introduces SWE-2 Flash, a fast open-weight coding model

    AICognition introduces SWE-2 Flash, a fast and efficient coding model that it says outperforms all American open-weight models on leading evals, including ones three times larger. To balance transparency and cyber risks, Cognition says it is building a program to share the weights securely with partners and researchers.

    Image from @cognition's post
  5. Cognition Blog (Devin, Windsurf)OfficialPick
    Cognition introduces SWE-2 Flash, a coding model with weights withheld

    AICognition introduces SWE-2 Flash, a coding model it calls fully American, available today in Devin Desktop and CLI at one-fifth the price and 3x the speed of SWE-2. Cognition says Terminal-Bench 4.0 scores rose from 0.9% to 20.0% over the base model Inkling-Small, and the company is not publicly releasing the weights because of cyber misuse risk, instead planning a program to share them with trusted industry partners and research labs.

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