| |
| |
|
|
| 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: john@codename.app |
| affiliation: 'Natural Synthetics, Inc.' |
| - given-names: Duncan |
| family-names: Crawbuck |
| email: duncan@codename.app |
| affiliation: 'Natural Synthetics, Inc.' |
| - given-names: Aakash |
| family-names: Sastry |
| email: aakash@codename.app |
| 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' |
|
|
