Metal 4 has some really cool looking new features, but pretty much every time I've tried to use one I've gotten either vague errors or kernel panics.
A microcontroller plugged into the iPad acts as both a MIDI receiver and HID mouse, and an agent running in an iOS app sends signals to the microcontroller to control the cursor. A broadcast extension also streams video to the app so the agent knows what it's looking at.
Okay this is *crazy*
An agent running entirely on iPad* that can control any app
even managed to make it work in the EU, something OpenAI can't even comprehend
you can just copy things
(computer use in pi)
I should really release my bezel framing app someday 🤔

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GistASTC was made for images and doesn't really generalize to model weights very well, at least from my experiments. They extracted significant vectors into a LORA adapter first, but even with a custom ASTC encoder tuned for weight heuristics I still got nowhere near int4 quality
I'm fascinated by this section in an Apple paper about how they're using ASTC to compress models to 4 bit, then using the hardware decode to decompress with no overhead. I don't understand how ASTC could ever be even remotely close to 4bit quantization in terms of NRMSE though…