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bytestacklabs/README.md

ByteStack Labs

Precision architecture for AI/ML-enabled systems and the data and analytics layers they depend on.

ByteStack Labs     ByteStack Labs on LinkedIn     ByteStack Labs on Medium     Founder: Jesse Moses

slm-autopsy

A reproducible diagnostic investigation of silent failure in a fine-tuned SLM.
A model scored 99.75% on evaluation and 90.0% on production inputs with shifted formatting. Zero crashes. Zero parse failures. 10% silent error rate. 82% confident while wrong. Full experiment pipeline, mathematical root-cause analysis, and verified results. Every number is reproducible from the repository.

slm-autopsy social preview

This account represents ByteStack Labs. All repositories, publications, and active work live under the ByteStack-Labs organization.

Founded by Jesse Moses, Founder & Chief Architect.

Precision is the authority.

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  1. ByteStack-Labs/slm-autopsy ByteStack-Labs/slm-autopsy Public

    Reproducible diagnostic investigation of a fine-tuned SLM that scored 99.75% on evaluation and failed silently on 10% of production inputs. Full pipeline. Every number verified.

    Python 4