Python blackbox Projects

quark-engine

1 1,237 8.3 Python

Dig Vulnerabilities in the BlackBox
llm_optimize

3 43 5.8 Python

LLM Optimize is a proof-of-concept library for doing LLM (large language model) guided blackbox optimization.

Project mention: Using Large Language Models for Hyperparameter Optimization, Zhang et al. 2023 [GPT-4 is quite good at finding the optimal hyperparameters for machine learning tasks] | /r/mlscaling | 2023-12-10

Wrote this library as a way of doing this pretty plug and play: https://github.com/sshh12/llm_optimize

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python blackbox related posts

Using Large Language Models for Hyperparameter Optimization, Zhang et al. 2023 [GPT-4 is quite good at finding the optimal hyperparameters for machine learning tasks]

2 projects | /r/mlscaling | 10 Dec 2023
Large Language Models as Optimizers

1 project | news.ycombinator.com | 8 Sep 2023