TensorRT-LLM vs llama.cpp on Jetson: Throughput, VRAM & Setup (2026) Posted by By MPRAUTO MPRAUTO August 13, 2026Posted inAINo Comments TensorRT-LLM vs llama.cpp benchmarked on NVIDIA Jetson in 2026: tokens/sec, VRAM footprint, quantization support, and setup pain compared.
On-Device SLM Inference: A 2026 Edge GPU Benchmark Posted by By MPRAUTO MPRAUTO June 6, 2026Posted inAINo Comments A 2026 benchmark methodology for small language models on edge GPUs — latency, tokens/sec, memory, and cost for Phi, Gemma, and Qwen on Jetson-class hardware.