GPTOpt is a black-box optimization assistant that add black-box optimization capabilities to LLMs. The intended use case is currently continuous optimization problems with 10 or fewer parameters. The model is a fine-tune of Llama 3.1 8B Instruct trained via
Unsloth.
We provide integration and usage guidelines via
OptunaHub.
More information about the model is available in our
paper.