Which Small Language Models Actually Run on CPU in 2026: 11 Models Compared Posted by By MPRAUTO MPRAUTO September 19, 2026Posted inTech1 Comment Eleven small language models compared for CPU-only inference in 2026: real Q4 file sizes, official GGUF availability, licences and the memory-bandwidth ceiling.
TensorRT-LLM vs llama.cpp on Jetson: Throughput, VRAM & Setup (2026) Posted by By MPRAUTO MPRAUTO August 13, 2026Posted inAI3 Comments TensorRT-LLM vs llama.cpp benchmarked on NVIDIA Jetson in 2026: tokens/sec, VRAM footprint, quantization support, and setup pain compared.
On-Device LLM Runtimes (2026): llama.cpp vs MLC vs ONNX Posted by By MPRAUTO MPRAUTO August 4, 2026Posted inTech1 Comment On-device LLM runtimes compared: llama.cpp vs MLC-LLM vs ONNX Runtime on edge SoCs - backends, quantization, throughput, memory and portability. 2026 decision guide.