NVIDIA Boosts Local AI Inference with Up to 1.9x llama.cpp Speedup on RTX 5090

NVIDIA announced new local inference optimizations delivering up to 1.9x llama.cpp throughput on the RTX 5090 and 1.2x vLLM gains on the RTX PRO 6000 Blackwell, with the RTX Spark launching in October.

2026-09-04 ~ 2026-09-05 · 3 related posts

• NVIDIA at IFA 2026: 1.9x faster local inference, PAIR router, RTX Spark PCs in October — nordicinst · 2026-09-04
• NVIDIA boosts local agent serving: 1.9x llama.cpp on RTX 5090, 1.2x vLLM on Blackwell — vllm_project · 2026-09-05
• NVIDIA boosts llama.cpp throughput up to 1.9x on RTX 5090 for local agents — Scobleizer · 2026-09-05