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