Stop Upgrading Your GPUs: How Google’s TurboQuant Solves the LLM Memory Crisis
Dev.to AI
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Machine Learning
Generative AI
Open Source AI
If you’ve spent any time building in the AI space recently - whether that’s deploying an ML model with Flask for a university project or trying to scale automated workflows for clients at ArSo DigiTech - you’ve probably hit the exact same wall I have. You load up an open-source LLM, start pushing a massive block of text into the context window, and then… crash. The dreaded Out of Memory (OOM) error. Back in February, I ran a