Inspiration
I had an itch to scratch. Wanted to train a LORA model and do inference with a powerful UI, but my computer wasn't good enough to run it.
What it does
Lets people upload photos of themselves and train a LORA model, then offer a professional hosted UI for them to do inference on their hosted model.
How we built it
A couple of compute VMs in Azure. Stuffed them full of bash scripts. Static front end, cloud functions, and azure blob storage.
Challenges we ran into
Azure identity management. Networking in Azure.
Accomplishments that we're proud of
It's a cool tool. Hopefully shows a future of how to democratize access to real professional AI tools and techniques.
What's next for Renderme.ai
Take out the man in the middle. We pushed hard to automate this during the hackathon, but didn't quite finish. Right now, I need to send the email with a link to the inference UI, run the bash scripts, manage the VMs. This will all be automated. Then we intend to add more pre-trained LORA models from the community. Need to safeguard users' models with access rights, watermarks, and verification flows.
Built With
- automatic1111
- azure
- bash
- huggingface
- javascript
- next
- ruby
- sinatra
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