The most popular interfaces (human, API and network) I can imagine are ChatGPT, OpenAI compatible HTTP API, Transformers HuggingFace API and models, Llama.cpp / Ollama / Llamafile, Pytorch.
USB C, USB A, RJ45, HDMI/video(?)
If you can run a frontier model or a comparable model with the ChatGPT clone like Open UI, with a USB or LAN interface, that can work on private data quickly, securely and competitively to a used 3090 it would be super badass. It should be easy to plug in and be used for running chat or API use or fine-tune or use with raw primitives via Pytorch or a very similar compatible API. I've thought about this a bit. There's more I could say but I've got to sleep soon... Good luck, it's an awesome opportunity.
Have you sat in on my conversations with my cofounder?
The end plan is to have a single chip and flush all weights onto the chip at initialization. Because we are a single line of code that is Torch compatible (hence HF compatible), every other part of the codebase shouldn't change.
I've not but that sounds cool!
I would point out though, in terms of mind share, how memorable, and how relatable and useful the products are: it might help to have ways that directly show the application for the kinds of people buying GPUs for inference and training or using cloud for this that would love to not have to fight their ATX case in a hot sweaty corner while repeatedly dropping screwdrivers and calculating how much RAM they need to buy for the 405B while llama.cpp is recompiling again... I think people would throw money at that.
I'd be happy to listen in or have a chat some time!
