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【第199期】LLaDA:Large Language Diffusion Models

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Large Language Diffusion Models

Summary

The provided document introduces LLaDA, a novel language model that utilizes a diffusion process rather than the conventional autoregressive method. This work challenges the long-held belief that autoregressive modeling is the only path to creating effective large language models. LLaDA operates by learning to predict masked tokens through a forward masking and reverse generation process, demonstrating competitive performance with established models…

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