Mediocre

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@Englisheart @Abdellader99213 @TheFootyFeed would it feed your family for many generations tho?

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@eternalclassic_ gurt: yo

[Volodymyr Kuleshov 🇺🇦 @volokuleshov]

New blog post: How to Build a Diffusion Language Model.

Diffusion LLMs went from open problem to reality in 2 years (Mercury, Gemma Diffusion, Nemotron Diffusion). With my Cornell group, we wrote up the research advances that make them work.

We use today's OSS large diffusion models as examples and show how they're built from core techniques:
• masked diffusion (MDLM)
• iterative refinement (UDLM, ReMDM)
• variable-length generation (block diffusion, encoder-decoder architectures)
• controllable generation (D-CFG, D-CBG)
• fast samplers (Duo)
• RL post-training (d1, d2)

This post covers research led by a talented group of Cornell PhD students including @mariannearr @SchiffYair @Guanghan__Wang

The content is adapted from talks I gave this year on dLLMs. It covers most of the main ingredients behind open-source diffusion language models today.

Link: https://t.co/lpu3BCLwiE

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@r0segardenn Redeem

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@stupidtechtakes also notice how they use space in some file names

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@vestiazeta counterpoint: you are in the US now, so it's 7/6

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@pepsidogonline

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@TotalFootball Why is OFC placed on Indonesia, Indonesia is not even in OFC

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@ElkHerajika 🇯🇵 🤝 無関心 ✨

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@nocontextfooty my current twitter timeline summarized

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@TouchlineX

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@Honeyant_Queen but scars show that you overcame what tried to break you

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@Barstool_Sotey @Persian_Culer @TernOnX said someone from a country who bombed 120 children

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@nikkofeb wkwk, jarang2 zeta ngaku manis/cute sendiri soalnya, tapi jadi tambah kawaii 😆

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@vestiazeta wow… but what even is “taco cat” to begin with...

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@srikosuri such a troublesome person smh

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@kaelakovalskia Mirip buku menu 😂

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@IWTB_SMZK

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@philosophymeme0 Make those into a book and read it on the subway like an intellectual individual