Shypd.aiThe largest open index of AI toolsDiffuSeq is an open-source AI tool that enables sequence-to-sequence text generation using diffusion models. It supports conditional diffusion language modeling and offers an accelerated version for faster training and sampling.
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DiffuSeq is an open-source project providing an official codebase for sequence-to-sequence text generation with diffusion models. It introduces DiffuSeq-v2, which bridges discrete and continuous text spaces for accelerated performance, significantly reducing training convergence time by 4x and generating samples 800x faster. The tool is trained end-to-end as a classifier-free conditional language model and establishes theoretical connections among AR, NAR, and DiffuSeq models. It is built on PyTorch and HuggingFace transformers, offering a powerful solution for text generation that matches or surpasses competitive autoregressive and iterative non-autoregressive models in quality and diversity.
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