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Feyn AI's SQRL model inspects databases before generating SQL queries

By PulseAugur Editorial · [2 sources] ·

Feyn AI, a startup backed by Y Combinator, has introduced SQRL, a new family of text-to-SQL models. Unlike traditional systems that translate natural language directly into SQL, SQRL first inspects the database to resolve ambiguities and ensure query accuracy. The flagship model, SQRL-35B-A3B, has demonstrated a 70.6% execution accuracy on the BIRD benchmark, surpassing Claude Opus 4.6. Feyn AI has made three SQRL checkpoints available on Hugging Face. AI

IMPACT This new approach to text-to-SQL could improve accuracy and efficiency in database querying by addressing ambiguity before query generation.

RANK_REASON Release of a new model family with novel approach and benchmark results.

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AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

Feyn AI's SQRL model inspects databases before generating SQL queries

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Release of a new model family with novel approach and benchmark results.
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model release, product
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COVERAGE [2]

  1. MarkTechPost TIER_1 English(EN) · Asif Razzaq ·

    Feyn AI Releases SQRL, a Text-to-SQL Model Family That Inspects the Database Before Writing a Query

    <p>Feyn Labs has released SQRL, a family of text-to-SQL models that inspect a database with read-only probes before committing to a query. The flagship SQRL-35B-A3B reports 70.6% execution accuracy on BIRD Dev, edging Claude Opus 4.6, and distills into self-hostable 4B and 9B che…

  2. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Feyn AI has released SQRL, a text-to-SQL model family that inspects the database before writing queries. The flagship SQRL-35B-A3B achieves 70.6% execution accu

    Feyn AI has released SQRL, a text-to-SQL model family that inspects the database before writing queries. The flagship SQRL-35B-A3B achieves 70.6% execution accuracy on the BIRD benchmark, outperforming Claude Opus 4.6 at 68.77%. Available on Hugging Face. https://www. marktechpos…

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