Downloads · 30 days
12
1% of all-time downloads
ddpo-aesthetic
kvablack/ddpo-aesthetic
ddpo-aesthetic 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 based on the LAION aesthetic predictor. See the project website for more details.
All-time downloads
1.3K
Public
Repo size
21.3 GB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.bin5.5 GB · 100%
At a glance
- Task
- Text-to-Image
- Library
- diffusers
- License
- creativeml-openrail-m
- Access
- Public
- Created
- May 25, 2023
- Updated
- Jun 7, 2023
- SHA
- 39416627
Try a prompt
Model card
From the Hugging Face model README
ddpo-aesthetic
This model was finetuned from Stable Diffusion v1-4 using DDPO and a reward function based on the LAION aesthetic predictor. See the project website for more details.
The model was finetuned for 40 iterations with a batch size of 256 samples per iteration. It was only prompted with the following list of 45 common animals during finetuning, so try those for the best results. However, we also observed limited generalization to other prompts.
Prompts:
- cat
- dog
- horse
- monkey
- rabbit
- zebra
- spider
- bird
- sheep
- deer
- cow
- goat
- lion
- tiger
- bear
- raccoon
- fox
- wolf
- lizard
- beetle
- ant
- butterfly
- fish
- shark
- whale
- dolphin
- squirrel
- mouse
- rat
- snake
- turtle
- frog
- chicken
- duck
- goose
- bee
- pig
- turkey
- fly
- llama
- camel
- bat
- gorilla
- hedgehog
- kangaroo
- Task
- Text-to-Image
- Library
- diffusers
- License
- creativeml-openrail-m
- Languages
- en
- Created
- May 25, 2023
- Updated
- Jun 7, 2023