hu-po/arenavolution

evolution of llms in arena environment

0

stars

44

commits

Python

primary language

Feb 2, 2024

updated

README

Generative Model Evolution

Can we evolve the best vision models? Seed with human examples, "reproduce" them to create novel variants using an LLM, and then benchmark them against a random synthetic classification dataset created using SDXL.

Citation

@misc{generative-model-evolution-2024,
  title={Generative Model Evolution},
  author={Hugo Ponte},
  year={2024},
  url={https://github.com/hu-po/gme}
}

Contributors

hu-po

44 commits

hu-po/arenavolution

evolution of llms in arena environment

0

stars

44

commits

Python

primary language

Feb 2, 2024

updated

README

Generative Model Evolution

Can we evolve the best vision models? Seed with human examples, "reproduce" them to create novel variants using an LLM, and then benchmark them against a random synthetic classification dataset created using SDXL.

Citation

@misc{generative-model-evolution-2024,
  title={Generative Model Evolution},
  author={Hugo Ponte},
  year={2024},
  url={https://github.com/hu-po/gme}
}

Contributors

hu-po

44 commits

Languages

Python

99.3%