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LLM Optimize

blackbox string optimization and AutoML with GPT-4. LLM Optimize is a proof-of-concept library for doing LLM (large language model) guided blackbox optimization. Introducing LLM Optimize, a toy proof-of-concept library for LLM-guided blackbox optimization using GPT-4.

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  1. Automatic prompt optimizer for LLMs

    promptperfect.jina.ai

    Unlock prompt optimization for models like GPT-4, ChatGPT and Midjourney. Generate and refine prompts to perfection, receiving improved outcomes in seconds.

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  2. Tiny-vLLM

    github.com

    high performance LLM inference engine in C++ and CUDA

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  3. LLM

    github.com

    a Rust Crate/CLI for CPU Inference of LLMs (LLaMA, GPT-NeoX, etc.)

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  4. LLM CLI tool now supports self-hosted language models via plugins

    simonwillison.net

    LLM is my command-line utility and Python library for working with large language models such as GPT-4. I just released version 0.5 with a huge new feature: you can now …

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  5. Faster LLM evaluation with Bayesian optimization

    github.com

    Bayesian Optimization as a Coverage Tool for Evaluating LLMs. Accurate evaluation (benchmarking) that's 10 times faster with just a few lines of modular code.

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