livepeer / ai-worker

https://livepeer.ai
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DeepCache quality report #92

Open rickstaa opened 4 months ago

rickstaa commented 4 months ago

A issue to research the output quality of using the https://github.com/horseee/DeepCache optimizaiton algorithm with the different pipelines.

Image-to-Video

For this test we use the following images:

cool-cat_small

For this test we use the following parameters.

curl -X POST http://0.0.0.0:8935/image-to-video     -F "model_id=stabilityai/stable-video-diffusion-img2vid-xt-1-1"     -F "width=1024"     -F "height=1024"     -F "motion_bucket_id=50"     -F "fps=25"     -F "noise_aug_strength=0.05"     -F "seed=0"    -F "image=@/home/ricks/Downloads/<IMAGE>.png"

Stable Fast

Deep Cache

https://github.com/livepeer/ai-worker/assets/17570430/261db0e1-5cdc-4a6e-9f41-e54452075279

https://github.com/livepeer/ai-worker/assets/17570430/c9bfe96a-10c9-4ac8-b842-df1775ed3a71