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52 posts397B MoE Model Runs on a Single RTX PRO 6000 96GB GPU
Krasis runtime runs a 397B-parameter MoE model on one RTX PRO 6000 96GB GPU, hitting 2,354 tok/s prefill via CPU-VRAM expert streaming.
Reverse-Engineering Nvidia B200's Tensor Core Down to the Bit
Engineers reverse-engineered Nvidia B200's tcgen05.mma tensor core, releasing a bit-exact open-source model revealing its hidden fixed-point accumulation.
Inside Nvidia B200 Pipeline Hazards: Why Static Analysis Falls Short
An empirical study of Nvidia B200 pipeline hazards, exposing a predicate under-stall bug and measured RAW latency floors for FFMA and DFMA.
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A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comNVIDIA's CUDA Rust Brings Native GPU Kernel Writing in Rust
NVIDIA's CUDA Rust lets developers write GPU kernels natively in Rust through two tracks: SIMT via cuda-oxide and Tile via cutile-rs.
CUDA 13.3 Brings Hardware Carryless Multiplication to GPUs
CUDA 13.3's new clmad PTX instruction accelerates carryless multiplication on GPUs, delivering up to 18.8x faster GHASH and 4-13x faster sum-check.
NVIDIA's Nemotron 3 Super Beats GPT-OSS-120B on Coding Benchmarks
NVIDIA's open Nemotron 3 Super model beats GPT-OSS-120B by 20 points on SWE-Bench and delivers 2.2x faster inference throughput.
NVIDIA ModelExpress: P2P RDMA Cuts Model Startup From Minutes to Seconds
NVIDIA ModelExpress speeds up LLM weight loading with P2P GPU-to-GPU RDMA transfers, cutting model startup time from minutes to seconds.
CUDA Toolkit 13.4 Brings Windows on Arm Support, Rubin Preview, MPS V3
CUDA Toolkit 13.4 adds Windows on Arm support, Rubin GPU preview, MPS V3 for shared GPUs, and expanded CUDA Python APIs.
Capcom Details RE ENGINE's Shift to Path Tracing in Requiem and PRAGMATA
How Capcom's RE ENGINE team built a shared path tracing pipeline for Resident Evil Requiem and PRAGMATA using NVIDIA RTX Kit and DLSS 4.
AMD Unveils Instinct MI455X: CDNA 5 and Helios Take Aim at Nvidia
AMD's CDNA 5-based Instinct MI455X and 72-GPU Helios rack-scale system offer a serious new challenge to Nvidia's Rubin platform in AI data centers.