Previously I used --downsample-factor=12, so setting it now to 8 greatly stabilizes the interpolation, but also increases the rendering time ~4x on an A40 :/ https://t.co/JgwzVDbDnN

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multi-cond guidance, without cubic easing.
since it's a linear interpolation schedule: we have more frames at the midpoints between conditions, where the mixing is least coherent.
still: it's a visual interpolation, so the motion's easy to track.

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cubic eased multi-cond guidance
similar visual effect to latent walk, but I think it has better temporal coherence + the motion's easier to follow.
we're mixing denoising predictions, so it's a visual interpolation rather than a conceptual interpolation.

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latent walk (spherical linear interpolation between word embeddings on CLIP's latent hypersphere) vs multi-cond guidance
the effect is similar, but pose changes more during latent walk

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Comparing 2D linear interpolation methods of order 0, 1 and 3. https://t.co/BDMDLQuoXF

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GM 🌻 camping under the stars



Custom model, auto1111, frame interpolation

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scaled up without interpolation for better pixel view without Twitter blurring!

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- ai generated story
- ai generated scenes
- ai generated painting prompts
- ai generated paintings
- ai generated music
- ai frame interpolation

not art, but a proof of work.

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Here are some of the input stills used to create the interpolations, all credits to

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Play with some popular models. Swap attention layers instead of numerical one. I don't do linear interpolation (i.e. merge). The suffix means apply its attention layers.


https://t.co/Do9YOd0XU2

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Here is an example using Stable Diffusion (latent interpolation with composable diffusion).

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The Transformers: Revenge Of The Fallen score features a piece titled "Nest" that includes elements of New Divide. worked with 's and 's team Media Ventures on various interpolations of that theme. https://t.co/hhg3iCu1jU

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Just one prompt here and a bunch of scalar settings. No keyframes, prompt interpolation, etc. Just a sampler taking a meandering stroll through the neighborhood of a fixed prompt with a weak conditioning weight

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Takoyaki Squid Balls interpolation to MisterDonut Rings.

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my warmup became animating my cookie OC 🫠🫠🫠
literally my 1st time using the interpolation setting in CSP 🥲
I'm kinda happy with it tho ^^

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Infrared Video of Jupiter made from interpolation of James Webb Space Telescope

Credit processed by Riegel Haribo

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Apologies I've been pretty quiet the past while. Ponderin' the orbs (work) is taking it's toll.

Exciting developments however with Deforum and Parseq getting prompt interpolation in the A111 extension!

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Love seeing more animations! going into inpainting interpolations and lipsync this weekend! Exciting to see others already tackling it! 🥰

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Deforum 再挑戦…

Stable Diffusion の Deforum でアニメを作って~
FILM(frame_interpolation)で中割生成して貰った~
中割少なかった感…

こんなんが自動生成されて~どこまでも進めるヤツをVRで見たい…

そういえば、ツイートが普通に見れて来てる感じがする…

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