[The Shock of Just 500KB] Why do quantized LLMs become up to 5x faster? The mechanism behind vLLM's new standard kernel 'Humming' is fascinating

When running massive AI models on your own PC or limited GPU servers, the magic technology that is absolutely essential is ...

I asked Claude Code to 'optimize CUDA' and Qwen's generation speed increased by 1.6x

BackgroundI heard a rumor that optimizing CUDA makes local LLM generation faster, so I installed Linux just in case. I showed ...
TMCnet

Announcing Mindbeam's Collaboration with NVIDIA: Bringing Greater Speed and Efficiency to Open Source AI

To answer this question, Mindbeam post-trained NVIDIA's frontier model Nemotron 3.5 Super VL (120B-A12B). The result is ...
Tech Times on MSN

AWS Trainium Runs Real-Time AI Video Generation Without NVIDIA: NKI Kernel Playbook Published

AWS Trainium real-time video generation became achievable without NVIDIA hardware after AWS Neuron Science and Reactor published custom NKI kernel results September 25, 2026. Three targeted kernels ...
Tech Times on MSN

DeepSeek and Huawei Open-Source Toolkit Lets Developers Ditch CUDA Without Rewriting Code

DeepSeek and Huawei open-sourced a six-module AI programming toolkit on September 30, targeting Nvidia's CUDA software moat. The package, anchored by TileLang, gives developers a single codebase that ...