<aside> 💡 This explains our CloudGPU R&D

</aside>

Our Hackathon Approach-

API · AUTOMATIC1111/stable-diffusion-webui Wiki

Questions I am asking to my self-

  1. How can we deploy for 1 or a few users at a time?
  2. What is the AI model deployment + GPU architecture for handling Millions of Users in real-time with great speed? Can we do something similar for text2text and image2text

Colab as Server

Title Link Will it work?
https://colab.research.google.com/drive/1ot8pODgystx1D6_zvsALDSvjACBF1cj6
https://github.com/runpod/runpodctl/blob/main/README.md
https://discord.com/channels/912829806415085598/1039170951293710436

Huggingface APIs/Deployment

Title Link Will it work?
**On Hugging Face Spaces you can now deploy arbitrary Dockerfiles 🤯🤯
What cool ML app will you create next?** https://www.linkedin.com/posts/julienchaumond_in-case-you-missed-it-on-hugging-face-spaces-activity-7011291043073564672-wLTc/?utm_source=share&utm_medium=member_android

Fast paid GPU services

Articles/Resources

S.No. Link Learnt Emoji
1. https://towardsdatascience.com/stable-diffusion-using-hugging-face-501d8dbdd8 Stable diffusion’s entire code and concept explanation. Nothing left under the hood. 😎
2. https://towardsdatascience.com/launch-a-web-api-for-stable-diffusion-under-45-seconds-bbd88cfe41d8 Implementing this for paid GPU performance testing 😍
3. https://www.reddit.com/r/StableDiffusion/comments/10ifs37/gpu_rtx_3060_12gb_or_3060_ti_8gb/ people discussing which config of GPUs work best for Stable Diff ✌️
4. ‣ Text-to-Image (txt2img)
To run:
./build.sh run 'Andromeda galaxy in a bottle' 🤩
5. https://hub.docker.com/r/sharrnah/stable-diffusion-guitard 🤓
6. https://stablediffusionapi.com/

https://documenter.getpostman.com/view/18679074/2s83zdwReZ#intro | Stable Diffusion and DreamBooth APIs for remote model access | | | 7. | https://github.com/JustinGuese/stable-diffusor-docker-text2image/blob/master/txt2img.py | dockerized https://github.com/CompVis/stable-diffusion

needs to run the command a little different to activate docker: conda run -n ldm /bin/bash -c "python scripts/txt2img.py --prompt 'talking chicken nuggets being scared to be eaten' --plms --ckpt sd-v1-4.ckpt --skip_grid --n_samples 1" | |