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language-models

Everything on Ground Truth tagged “language-models” — 4 items.

A language model that doesn't write left to right News

iLLaDA is an 8-billion-parameter model that generates text by refining a blurry whole rather than one word at a time, and it's catching up to the mainstream.

What are diffusion language models? Lesson

Most AI writes one word at a time and can never go back. Diffusion language models start from noise and clarify it iteratively — and some versions can revise any word at any step. A growing alternative to the standard left-to-right approach.

An AI that could rewrite its own words — and gained nothing from it News

A different style of text AI can go back and change any word at any point as it writes. Given that power, it didn't actually produce better writing. A clean negative result.

LLaDA / iLLaDA Tool

An openly released diffusion language model (weights and code) that generates text by refining a whole passage at once rather than one word at a time, useful for experimenting with non-autoregressive generation and infilling.