Shypd.aiThe largest open index of AI toolsSpecForge is an Open Source Coding & Development tool that enables effortless training of speculative decoding models. It provides a framework for porting these models smoothly to SGLang serving, offering up to 4x inference speedup.
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SpecForge is an open-source framework developed by the SGLang team, designed to simplify the training of speculative decoding models and ensure their seamless integration with the SGLang serving framework. It addresses common challenges with existing open-source speculative decoding projects by providing a regularly maintained, out-of-the-box runnable solution directly compatible with SGLang. The framework offers performant training capabilities, including online, offline, tensor-parallel, and FSDP options, catering to diverse needs. SpecForge also introduces SpecBundle, a collection of production-grade speculative decoding models that boast higher acceptance rates and, when combined with SGLang, can achieve up to 4x inference speedup. This project aims to empower the open-source community with a robust and efficient tool for accelerating AI model development and deployment.
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