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ComfyUI posts that Transformers and diffusion transformers share a historical rhyme

1 article1 sourcesince Oct 12Last article 1h ago ·

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ComfyUI says on X that history does not repeat but often rhymes, hinting that the Transformer and the Diffusion Transformer share that pattern.

The post does not explain the comparison in further detail.

The post links to a Brian Armstrong account of Coinbase fine-tuning the open-weight Qwen3.5-9B model on internal data. Armstrong says the tuned model outperformed frontier models on fraud prevention at lower cost and higher speed.

Written by AI from the articles below · updated Oct 12, 2:28 PM ET

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Oct 12
  1. ComfyUIOfficial
    Transformers and diffusion transformers share a historical rhyme, per ComfyUI

    AIComfyUI's X post says history never repeats itself but often rhymes, with the hint that Transformer rhymes with Diffusion Transformer. The post links to Brian Armstrong's account of Coinbase fine-tuning the open-weight Qwen3.5-9B on internal data, where it outperformed frontier models on fraud prevention at lower cost and speed.

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