Tagged "tensorrt"
3 articles tagged tensorrt, 2 August 2026 to 14 October 2026. Newest first.
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NVIDIA AutoQuant KV Reduces Memory via Automatic Mixed-Precision KV Cache Quantisation
NVIDIA introduces AutoQuant KV, enabling automatic mixed-precision quantisation of KV caches to reduce memory requirements and improve inference efficiency for local LLM deployments.
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TensorRT Edge-LLM Achieves 6.4x Faster Performance on Jetson AGX Thor
NVIDIA's TensorRT Edge-LLM completes the MLPerf Edge Agentic Benchmark 6.4x faster on Jetson AGX Thor, demonstrating significant performance improvements for edge AI inference on specialized hardware.
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Squeezing Silicon Limits: Effective Strategies to Eliminate GPU Idle Time and Maximize GPU Utilization
Practical techniques for maximising GPU utilisation during local LLM inference, addressing idle time and throughput bottlenecks that waste expensive compute resources.