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NVIDIA Brings Simplified Local AI Support To NVIDIA GPUs Carrying 24+ GB VRAM While vLLM & & llama.cpp Optimizations Boost Compute By Up To 1.9x

3 September 2026 at 16:00

The GeForce RTX graphics card is displayed between large letters 'RTX' and 'AI' with green light beams in the background.

NVIDIA is bringing simpler local AI capabilities and adding various optimizations to its GPUs on RTX and DGX platforms. Local Agents To See Up To 1.9x Faster Performance Through Latest Optimizations Across NVIDIA RTX/DGX Platforms The first announcement is faster local agents, which are delivered through continued optimizations that NVIDIA has collaborated on with the open-source llama.cpp and vLLM communities. The latest results were measured on SpeedBench-Coding 8K Throughput with AIPerf, and the results are as follows. Starting with Llama.cpp, NVIDIA RTX platforms such as the GeForce RTX 5090 now offer up to a 50% boost in Token throughput (tok/s) [โ€ฆ]

Read full article at https://wccftech.com/nvidia-local-ai-simple-optimizations-llama-vllm-up-to-1-9x-faster-rtx-dgx-platforms/

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