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Add Dream 7B Diffusion Large Language Model Pipeline #12091

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@dg845 dg845 commented Aug 7, 2025

What does this PR do?

This PR implements a pipeline for the Dream 7B diffusion large language model (blog post, weights and code, repo). Dream is a masked (discrete) diffusion model for text which claims to perform comparably to similarly sized SOTA autoregressive LLMs such as Qwen 2.5 7B on NLP tasks and have superior performance on planning tasks.

Fixes #12017.

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@dg845 dg845 mentioned this pull request Aug 7, 2025
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Dream 7B
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