AI & ML interests

Reproducing open source AI & ML models.

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๐Ÿ”ฌ Reproducible AI Initiative

Bringing open-source ML models to a fully reproducible state โ€” capturing provenance end to end, registering lineage, and publishing the results (successes and failures) at reproducibleailist.org.

An initiative by TReqs, Inc., dogfooding the TReqs AI stack (roar ยท GLaaS ยท TReqs) on real open models.

What you'll find here

  • ๐Ÿงฌ Experiments โ€” each reproduction's training run, hosted live.
  • ๐Ÿ“ฆ Models โ€” reproduced open models, published with their full provenance.
  • ๐Ÿ“Š Datasets โ€” mirrored inputs, where licenses permit redistribution.

The method

Every reproduction is run under observation and made independently re-runnable: we record where each input came from and where each output lives, so anyone can verify a result rather than take a claim on faith. Verdicts โ€” green and red alike โ€” are published transparently, and blocked rebuilds are graded as findings about the ecosystem, never about the author.

Learn more at reproducibleailist.org ยท built with roar and GLaaS.

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