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Skillware v0.2.2 - Synthetic Data Generator

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@rosspeili rosspeili released this 03 Apr 07:46
· 253 commits to main since this release
v0.2.2
a4df9ee

What's Changed

  • New Skill: Introduced the data_engineering/synthetic_generator skill for bulk-generating high-entropy synthetic training data to combat model collapse (Resolves #22).
  • Model Agnosticism: The framework now supports internal routing for the synthetic generator to Ollama, Gemini, and Anthropic.
  • Zero-Dependency Entropy Scoring: Added a new zlib compression ratio heuristic to natively validate lexical entropy and block boilerplate outputs without heavy NLP dependencies.
  • New Documentation: Launched the Data Engineering category in the central skill registry along with comprehensive integration guides and integration scripts (examples/build_dataset_demo.py).
  • Bug Fixes: Addressed all flake8 PEP8 linting issues across the module.

Full Changelog: v0.2.1...v0.2.2

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