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SynCode is a framework for grammar-guided generation of Large Language Models (LLMs) that ensures syntactically valid output according to a Context-Free Grammar (CFG). It supports any HuggingFace model, offers built-in grammars for languages like Python, Go, and JSON, and achieves up to 99% accuracy in JSON generation with minimal overhead.
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