Experimental News Clipping Site

Tag: autoregressive models

  • Simon Willison’s Weblog: Gemini Diffusion

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    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/May/21/gemini-diffusion/ Source: Simon Willison’s Weblog Title: Gemini Diffusion Feedly Summary: Gemini Diffusion Another of the announcements from Google I/O yesterday was Gemini Diffusion, Google’s first LLM to use diffusion (similar to image models like Imagen and Stable Diffusion) in place of transformers. Google describe it like this: Traditional autoregressive language models generate text…

  • Hacker News: Some Thoughts on Autoregressive Models

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    Kurt Seifried
    in

    Source URL: https://wonderfall.dev/autoregressive/ Source: Hacker News Title: Some Thoughts on Autoregressive Models Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This text offers a comprehensive critique of autoregressive (AR) models, particularly large language models (LLMs), highlighting their strengths and limitations regarding human-like cognition and reasoning. It emphasizes the need for alternative architectures that integrate…

  • Hacker News: Why I find diffusion models interesting?

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    Kurt Seifried
    in

    Source URL: https://rnikhil.com/2025/03/06/diffusion-models-eval Source: Hacker News Title: Why I find diffusion models interesting? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a newly released diffusion model, known as dLLM, which aims to enhance the traditional autoregressive approach used in language model generation by allowing simultaneous generation and validation of text. This…

  • Hacker News: Entropy of a Large Language Model output

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    Kurt Seifried
    in

    Source URL: https://nikkin.dev/blog/llm-entropy.html Source: Hacker News Title: Entropy of a Large Language Model output Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This text discusses the functionalities and implications of large language models (LLMs) like ChatGPT from an information theoretic perspective, particularly focusing on concepts such as token generation and entropy. This examination provides…

  • Hacker News: Diffusion Is Spectral Autoregression

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    system automation
    in

    Source URL: https://sander.ai/2024/09/02/spectral-autoregression.html Source: Hacker News Title: Diffusion Is Spectral Autoregression Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the similarities between diffusion models and autoregressive models in the context of generative modeling, particularly for visual data. It elaborates on the mathematical aspects and underlying principles that link these two paradigms,…