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cff-version: 1.2.0 |
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title: Hotshot-XL |
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message: Personalized GIF Generation with Diffusion Models |
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type: software |
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authors: |
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- given-names: John |
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family-names: Mullan |
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email: john@codename.app |
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affiliation: 'Natural Synthetics, Inc.' |
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- given-names: Duncan |
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family-names: Crawbuck |
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email: duncan@codename.app |
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affiliation: 'Natural Synthetics, Inc.' |
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- given-names: Aakash |
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family-names: Sastry |
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email: aakash@codename.app |
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affiliation: 'Natural Synthetics, Inc.' |
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identifiers: |
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- type: url |
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value: 'https://hotshot.co' |
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description: Hotshot Website |
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repository-code: 'https://github.com/hotshotco/hotshot-xl' |
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url: 'https://hotshot.co' |
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repository-artifact: 'https://huggingface.co/hotshotco/Hotshot-XL' |
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abstract: >- |
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Hotshot-XL is an AI text-to-GIF model trained to work |
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alongside Stable Diffusion XL. Hotshot-XL can generate |
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GIFs with any fine-tuned SDXL model. |
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Hotshot-XL is able to make GIFs with any existing or newly |
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fine-tuned SDXL model you may want to use. If you'd like |
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to make GIFs of personalized subjects, you can load your |
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own SDXL based LORAs, and not have to worry about |
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fine-tuning Hotshot-XL. This is awesome because it’s |
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usually much easier to find suitable images for training |
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data than it is to find videos. |
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Hotshot-XL is compatible with SDXL ControlNet to make GIFs |
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in the composition/layout you’d like. |
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Hotshot-XL was trained to generate 1 second GIFs at 8 FPS. |
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Hotshot-XL was trained on various aspect ratios. To |
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achieve more efficient training + inference, we fine tuned |
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SDXL at/around 512 resolution prior to training |
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Hotshot-XL. We also publish our fine tuned SDXL spatial |
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model for use among the research community. |
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keywords: |
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- ai |
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- text-to-video |
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- sdxl |
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- text-to-video-generation |
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- text-to-gif |
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- hotshot-xl |
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- hotshot |
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license: Apache-2.0 |
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commit: 16f99c4e8cbf8cebd038a282173767d609836889 |
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version: 1.0.0 |
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date-released: '2023-10-03' |
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