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txtinstruct

Framework for training instruction-tuned language models

Self-Hosted AI Archived ★ 238 stars Hard setup Apache-2.0

This project is archived. Upstream development has stopped, so expect no new features or security fixes. Consider an actively maintained self-hosted ai alternative.

txtinstruct is a Python framework from the txtai project for generating instruction datasets and training instruction-following models. It can be self-hosted to build custom local instruction-tuned models.

Official siteSource code

Key features

  • Instruction dataset generation
  • Model training pipeline
  • Works with txtai
  • Local and offline

Strengths

  • Released under the Apache-2.0 license
  • Written in Python

Is txtinstruct secure?

OSV.dev has no published security advisories for txtinstruct's repository. No known vulnerabilities is not proof of security: it means none have been publicly catalogued.

Source: OSV.dev, checked 2026-10-14. How this is measured.

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