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r/nvidia · u/Nestledrink · 15h ago

[Megathread] Introducing NVIDIA RTX Spark

NVIDIA RTX Spark reinvents Windows PCs for the era of personal AI agents, offering a new class of computer that moves from tool to teammate. Designed for AI, creating and gaming, RTX Spark brings together 30 years of NVI…

r/nvidia · u/Nestledrink · 15h ago

DLSS 4.5 Ray Reconstruction Announced - Updated with 2nd Gen Transformer

Article: https://www.nvidia.com/en-us/geforce/news/dlss-4-5-ray-reconstruction-1000-rtx-games-apps-out-now/ Video: https://www.youtube.com/watch?v=NvSYk0PjLrU NVIDIA DLSS 4.5 Ray Reconstruction: Superior Ray-Traced Image…

Hacker News · u/GreenGames · Apr 8, 2026

Show HN: OS Megakernel that match M5 Max Tok/w at 2x the Throughput on RTX 3090

Hey there, we fused all 24 layers of Qwen3.5-0.8B (a hybrid DeltaNet + Attention model) into a single CUDA kernel launch and made it open-source for everyone to try it.On an RTX 3090 power-limited to 220W: - 411 tok/s vs…

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Hacker News · u/dabockster · Mar 24, 2026

Tell HN: Llamacpp now supports unified system RAM offloading on Linux

I'm a big fan of on-device AI inference for a million reasons, especially its potential to significantly reduce or even potentially eliminate the need for massive AI data center projects in the United States. But so far,…

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r/buildapc · u/Veriny · 1w ago

Recently got my hands on an obscene amount of storage I probably don't need

Me and all my friends are in tech, and through one of them I got a sealed, new 8TB Gen 4 M.2 SSD for around 20% of current market prices. I don't think I'll ever need such an amount considering my current rig has 2.5 TBi…

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