Apple’s annual World Wide Developers Conference on Monday is expected to herald the company’s move into generative artificial intelligence, marking its late arrival to a technological frontier that’s expected to be as revolutionary as the invention of the iPhone.
Last I checked, iPhones don’t have terabytes of RAM. Nothing that runs on a small battery powered device is ever going to be in the ballpark of ChatGPT. At least not in the foreseeable future.
They don’t, but with quantization and distillation, as well as fancy use of fast ssd storage (they published a paper on this exact topic last year), you can get a really decent model to work on device. People are already doing this with things like OpenHermes and Mistral (given, 7B models, but I could easily see Apple doubling ram and optimizing models with the research paper I mentioned above, and getting 40B models running entirely locally). If the start of the network is good, a 40B model could take care of a vast majority of user Siri queries without ever reaching out to the server.
For what it’s worth, according to their wwdc note, they’re basically trying to do this.