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LLM Inference

AI May 05, 2026

llama.cpp: High-Performance LLM Inference on CPU and GPU

The dream of running powerful language models entirely on your own hardware, without sending data to cloud APIs, was once considered impractical …

AI May 04, 2026

PowerInfer: High-Speed LLM Inference on Consumer GPUs via CPU-GPU Hybrid Design

Running large language models locally has always been constrained by a hard wall: GPU memory. A 175-billion parameter model in FP16 requires …

AI May 03, 2026

TensorRT-LLM: NVIDIA's Open-Source Library for Optimized LLM Inference

Deploying large language models in production requires more than just loading weights onto a GPU. To achieve acceptable throughput and latency, …