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Commits on May 3, 2024

• remove groupnorms https://arxiv.org/abs/2312.02696

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Commits on Jun 19, 2023

• ability to do causal attention for time axis

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• add flash attention

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• feedforward should be agnostic to images or video

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Commits on Jun 18, 2023

• todo

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Commits on May 23, 2023

• Merge pull request #14 from lopho/lopho-patch-1

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Commits on May 22, 2023

• update normformer cite

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Commits on Mar 22, 2023

• fix layer norm in feedforward

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Commits on Mar 19, 2023

• token shift within feedforward best accompanied by a layernorm, from normformer paper

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• quick fix

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• project management and cite

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• follow spatiotemporal attention with a feedforward, and add the highly effective token shift along the time axis in the hidden layer

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• make continuous positional bias calculations more efficient, while generalizing to any number of dimensions

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Commits on Dec 13, 2022

• plan on dogfooding own package

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• allow for customizing number of resnet blocks per stage in space time unet

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Commits on Dec 11, 2022

• exercise attention expertise

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• 2 skip connections per stage, and also make sure properly init upsample pixelshuffle

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Commits on Dec 10, 2022

• some asserts

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• make sure readme runs

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• now accepts timestep conditioning, for ddpm

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• new plan: dalle2-pytorch will now include the space time unet, and not the other way around

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• vision realized

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• skip connections

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• a full space time unet where time can be ignored

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Commits on Dec 9, 2022

• up or down sampling in space can also be turned off

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• make sure training on only images work

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• it all clicked in my head

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Commits on Oct 17, 2022

• research management

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• recognition

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• product management

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• appreciation section

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• add the main contributions of the paper

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Commits on Oct 10, 2022

• link to community educator

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Commits on Sep 29, 2022

• depend on dalle2-pytorch for the CLIP and diffusion-prior

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• readme

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