@github.signals: How Janas Runs Big AI Models on Small Laptops Janas lets you run massive AI models that are actually bigger than your computer's physical memory. On a standard thirty-two gigabyte laptop, this pure C engine pushes an eighty-billion parameter model to thirty-seven tokens per second, which is significantly faster than the leading alternative. It achieves this by intelligently streaming data from your disk into the processor without needing a high-end graphics card. This makes advanced language processing accessible on everyday hardware rather than expensive server racks. The project solves the problem of hardware limitations by optimizing how data flows through your system. Open source: https://github.com/prabanta-dev/janas Spotted on Hacker News: https://news.ycombinator.com/item?id=50063717 #LocalAI #LocalLLM #AIOnLaptops #AIAgents

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Friday 30 October 2026 14:10:11 GMT