… Nvidia claims the model could be integrated into an agentic framework to fully automate this process by streaming data collected by the system and making adjustments until error rates fall below certain thresholds. In this respect, it's a bit like quantum autotune. …
… MORE CONTEXT Claude is getting worse, according to Claude Microsoft's massive Patch Tuesday: It's raining bugs Nvidia slaps forehead: I know what quantum is missing - it's AI! …
… A model quantized at GGUF FP16 16 bits will take up much more space than one quantized at GGUF Q8 0 8 bits or GGUF Q4 0 4 bits or GGUF Q2 K 2 bits . …
… TurboQuant could allow an inference provider to make do with less memory, or let them serve up models with larger context windows. With code assistants and agentic frameworks like OpenClaw driving demand for larger context windows, the latter strikes us as the more likely of the two. …
… GKH also last week made a pull request that delivered what he described as “some documentation updates to the security-bugs.rst file to hopefully tell the AI tools and any users that actually read the documentation , how to send us better security bug reports as the quantity of reports these past f… …
… At GTC, Nvidia also unveiled three more rack-scale designs, one each for networking, storage, and agentic compute. …
… They were quantized, pruned, parallelized, and distilled to the essential knowledge only. Every operation on an FPGA is quantized. …
… Popular generative AI workloads like code assistants and agentic systems generate massive quantities of tokens and need to move them at speed. …