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ddpo-compressibility
kvablack/ddpo-compressibility
ddpo-compressibility is a text-to-image model from kvablack. Use it when you need an image from a text prompt. It is set up for diffusers. The card lists the license as creativeml-openrail-m.
This model was finetuned from Stable Diffusion v1-4 using DDPO and a reward function encouraging images that are JPEG-compressible. See the project website for more details.
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At a glance
- Task
- Text-to-Image
- Library
- diffusers
- License
- creativeml-openrail-m
- Access
- Public
- Created
- May 26, 2023
- Updated
- May 30, 2023
- SHA
- ad21b83b
Model card
From the Hugging Face model README
ddpo-compressibility
This model was finetuned from Stable Diffusion v1-4 using DDPO and a reward function encouraging images that are JPEG-compressible. See the project website for more details.
The model was finetuned for 60 iterations with a batch size of 256 samples per iteration. During finetuning, it was prompted with all of the animals in the Imagenet-1000 categories (the first 398 categories), but it exhibits some generalization to other prompts.
- Task
- Text-to-Image
- Library
- diffusers
- License
- creativeml-openrail-m
- Languages
- en
- Created
- May 26, 2023
- Updated
- May 30, 2023