08:06 Research & Benchmarks4 weeks ago MTP vs DFlash — Speculative Decoding Explained Simply This video by Fahd Mirza offers a clear, structured comparison of two speculative decoding techniques — Multi-Token Prediction (MTP)... 0 comments 1K views
09:52 Benchmarks1 month ago Luce Megakernel — 25x Faster Than PyTorch on a Single GPU – Test Locally A new open-source project called Luce Megakernel is challenging long-held assumptions about GPU inference efficiency by fusing all 24... 0 comments 3K views
15:31 Coding & Dev Tools1 month ago PFlash + Qwen3.6-27B-DFlash: 10x Faster Prefill on a Single GPU: Run Locally Fahd Mirza builds and benchmarks PFlash, a prefill acceleration tool that dramatically reduces the blank-screen wait time when feedin... 0 comments 3.8K views
32:36 Research & Benchmarks1 month ago RTX 5090, Mac Studio, or DGX Spark? I tried all three. Nate B Jones tests the RTX 5090, Apple Mac Studio, and NVIDIA DGX Spark as personal AI computing platforms, but the video is as much... 0 comments 47.1K views
10:51 Tutorials2 months ago Running LLMs on your iPhone: 40 tok/s Gemma 4 with MLX — Adrien Grondin, Locally AI Adrien Grondin, developer of the Locally AI app, delivers a technical walkthrough of running Google's Gemma 4 model directly on iPhon... 0 comments 1.9K views