TurboQuant: Reducing LLM Memory Usage With Vector Quantization

Large language models (LLMs) aren’t actually giant computer brains. Instead, they are effectively massive vector spaces in which the probabilities of tokens occurring in a specific order is encoded. Billions …read more Continue reading TurboQuant: Reducing LLM Memory Usage With Vector Quantization→

With Affordable Storage Options Dwindling, Where to Store Our Data?

These days our appetite for more data storage is larger than ever, with video files larger, photo resolutions higher, and project files easily zipping past a few hundred MB. At …read more Continue reading With Affordable Storage Options Dwindling, Where to Store Our Data?→