ml-stable-diffusion VS jsonhero-web

Not sure how that got in here. Apple released CoreML Stable Diffusion library a little over a year ago [1]. Hugging Face released their version of the example app for the CoreML Stable Diffusion library [2].

The app should be able to run on iPhone 14 Pro, I believe the requirements is about 6-8Gb of RAM. And I was not able to run it on iPhone 13 Mini, because it has only 4Gb of RAM.

- [1] https://github.com/apple/ml-stable-diffusion

Where are you seeing a Stable Diffusion example? I'm familiar with Apple's CoreML Implementation of StableDiffusion, but is there something else in the SD world available for download now as part of MLX?

Other features and improvements to the repo https://github.com/apple/ml-stable-diffusion

M1! https://github.com/apple/ml-stable-diffusion

M2 MBA can run Stable Diffusion and LLaMa comfortably, which means generating your potential game/image asset locally. They're pretty much impractical in 7340.

Interestingly these are OpenCL kernels so in theory some of the optimizations might run out-of-the-box on CPUs.

It would be instructive to compare their speedups on the iPhone to the Apple CoreML implementation: https://github.com/apple/ml-stable-diffusion

Stable Diffusion runs great on my M1 Macs. The Draw Things app makes it really easy to run too. You also can’t disregard that Apple’s M chips actually have dedicated neural processing for ML/AI. This actual makes a Mac more affordable in this category because you don’t need to purchase a beefy graphics card. Not to mention that Apple has even optimized their software specifically for Stable Diffusion (related GitHub). Draw Things can take advantage of this. There’s a few guides to running the web UI on M1 too. I prefer the Draw Things app because of how easy it is to use, but the web UI is also nice because of all of the plugins and workflows that the community has built over time.

LINKS: ml-stable-diffusion: https://github.com/apple/ml-stable-diffusion Diffusers (HuggingFace Mac App): https://apps.apple.com/app/diffusers/id1666309574?mt=12

So, is Stable Diffusion working finally on TPU or not? DiffusionBee uses GPU and running this https://github.com/apple/ml-stable-diffusion with CPU_AND_NE just segfaults

JSON Hero is another JSON viewer that allows us to explore and navigate our JSON data quickly and easily. Instead of providing a graphical visualization like JSON Crack, it allows us to see the structure of JSON in either a column, tree, or JSON layout.

Last year me and three friends launched a small open source project named jsonhero.io. We built it during our evenings and weekends, and to our surprise it quickly became super popular as a way to view JSON documents, receiving thousands of GitHub stars within a matter of weeks.

Suppose if you visit this link in your browser: lexica.art/api/v1/search?q=apples. You will get a JSON response back consisting of an array of images that match "apples". To understand the schema of the JSON response, you can use Postman or JSONHero.

JSON Hero: Enhanced JSON structure visualization\ (136 comments)

It looks like it's open source and you can run it locally if you don't trust a third party website (and you probably shouldn't, depending on the data you paste in there): https://github.com/apihero-run/jsonhero-web