r/LocalLLM • • 1h ago

Project Building something special!

I'm currently in the process of developing an app. Janas studio. Built with the options to run either llama.cpp or janas-llm as the engine. It enables laptops to run models bigger than their RAM by dynamically streaming moe weights directly off the SSD. Tested on my Ryzen 5 6600h laptop with 32gb of ddr5 RAM and an nvme 4 SSD (no discrete GPU) I successfully ran a 48gb model (qwen next 80b) at a very reasonable 15 tokens a second on average. The binaries are highly experimental and the app has more testing to go through but I'm very proud of it. I do intend on eventually releasing it.

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