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title: Sd Blip Attraction emoji: 💻 colorFrom: blue colorTo: yellow sdk: docker pinned: false license: apache-2.0 app_port: 8080

SD-BLIP Attraction

Take a prompt, generate an image using Stable Diffusion, feed the image into BLIP to generate a description, and use that as a prompt for Stable Diffusion. Repeat this until a BLIP description is produced that has already been seen, or until we reach the maximum number of steps.

Try out in the cloud

You can try it out sd-blip attraction on huggingface at:

https://huggingface.co/spaces/ciyer/sd-blip-attraction

Be warned, though, that you will need to have some patience to see the output.

Run on your on hardware

To run, you need the dioxus cli (and all its dependencies) installed. Once you have that, you can run the app with:

dx serve

And then connect a web browser to http://localhost:8080.

Build

To build for distribution, run:

dx build --release --platform fullstack

The app should be in the dist directory, and can be run with:

dist/sd-blip-attraction

Hardware Acceleration

The app runs much faster with hardware acceleration, but requires a slightly different command for the build.

To build using Metal on Apple hardware, use the following sequence of commands:

dx build --release --platform fullstack --server-feature metal
cargo build --release --features server,metal

And then run with:

target/release/sd-blip-attraction

Connect a web browser to http://localhost:8080, where you should see the app. You may see some complaints in the logs, but they can be ignored.

It should be possible to replace metal with cuda in the command above, but I have not tested this myself, since I do not have the right hardware.