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Community projects and articles

Publishing examples and articles about Outlines are a meaningful way to contrinute to the community. Here is a list of projects we are aware of. Drop us a line if we forgot yours!

Chess LLM Arena is a HuggingFace Space where you can make LLMs compete in a chess match.

LLM Data Gen is a HuggingFace Space that generates synthetic dataset files in JSONLines format.

Fast, High-Fidelity LLM Decoding with Regex Constraints presents an efficient alternative to Outlines's structured generation.

gigax is an Open-Source library that allows to create real-time LLM-powered NPCs for video games.

Improving Prompt Consistency with Structured Generations shows how structured generation can improve consistency of evaluation runs by reducing sensitivity to changes in prompt format.