Changelog

Version 0.1.0 (2025-01-15)

Initial release of UAL Adapter.

Features

  • Architecture-agnostic LoRA adapter transfer

  • AIR (Architecture-Agnostic Intermediate Representation) format

  • Support for GPT-2, LLaMA, Pythia, Qwen architectures

  • Dimension projection with SVD, truncate, and interpolate methods

  • Intelligent LoRA dispatcher with multi-domain routing

  • Command-line interface

  • Comprehensive test suite

  • Docker support

Known Limitations

  • Transfer quality varies with architecture similarity

  • Large dimension mismatches may reduce performance

  • Router requires quality training examples

Future Plans

  • Add support for more architectures

  • Improve projection quality metrics

  • Add quantization support

  • Enhance CLI with more features