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README.md

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 # ddpo-incompressibility
 
-This model was finetuned from [Stable Diffusion v1-5](https:/runwayml/stable-diffusion-v1-5) using [DDPO](https://arxiv.org/abs/2305.13301) and a reward function encouraging images that are _not_ JPEG-compressible. See [the project website](https://rl-diffusion.github.io/) for more details.
+This model was finetuned from [Stable Diffusion v1-4](https:/CompVis/stable-diffusion-v1-4) using [DDPO](https://arxiv.org/abs/2305.13301) and a reward function encouraging images that are _not_ JPEG-compressible. See [the project website](https://rl-diffusion.github.io/) for more details.
 
 The model was finetuned for 20 iterations with a batch size of 256 samples per iteration. During finetuning, it was prompted with all of the animals in the [Imagenet-1000](https://deeplearning.cms.waikato.ac.nz/user-guide/class-maps/IMAGENET/) categories (the first 398 categories), but exhibits some generalization to other prompts.