Editing Models with Task Arithmetic · HackerPapers discussions

Editing Models with Task Arithmetic — HN submission

Mon, 01 Apr 2024 16:26:28 GMT

Editing Models with Task Arithmetic (2022)

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Editing Models with Task Arithmetic — HN submission

Fri, 31 Mar 2023 15:45:41 GMT

Editing Models with Task Arithmetic

3 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Editing Models with Task Arithmetic — mentioned by convexfunction

Mon, 06 Feb 2023 17:24:38 GMT

It's not quite the same, and might not be possible to make rigorous enough that it really proves anything, but something sort of similar would actually be practical to at least attempt in many cases. Stable Diffusion checkpoints of the same major version, along with other families of model weights, have the IMO fascinating property that you can do element-wise arithmetic with them, and the resulting model will actually sort of function like you'd naively expect. Recent paper on the topic (in LLMs, not diffusion models) here: https://arxiv.org/abs/2212.04089 So, if you take a Stable Diffusion…

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