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How to Review an Edge LLM Benchmark Without Fooling Yourself

How to Review an Edge LLM Benchmark Without Fooling Yourself

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2 min read
Qwen3.6-35B NVFP4 runs on one H100 — A100 owners are out

Qwen3.6-35B NVFP4 runs on one H100 — A100 owners are out

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8 min read
Nemotron 3 Ultra went live June 4. Here's the call that works.

Nemotron 3 Ultra went live June 4. Here's the call that works.

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7 min read
Linux GPU Drivers & Performance: AMD HDMI 2.1, Intel Panther Lake, & Open-Source AI Server

Linux GPU Drivers & Performance: AMD HDMI 2.1, Intel Panther Lake, & Open-Source AI Server

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3 min read
12B Gemma 4 QAT Deployment with GCE, NVIDIA L4, MCP, and Antigravity CLI

12B Gemma 4 QAT Deployment with GCE, NVIDIA L4, MCP, and Antigravity CLI

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16 min read
Stable Diffusion Inference: Memory Requirements, Speed and GPU Selection

Stable Diffusion Inference: Memory Requirements, Speed and GPU Selection

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7 min read
Why cudaMalloc fails on NVIDIA Jetson Orin Nano Super — and the one flag that fixes it

Why cudaMalloc fails on NVIDIA Jetson Orin Nano Super — and the one flag that fixes it

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2 min read
The end of hardcoded model prompts: Building agents that discover their their own infrastructure

The end of hardcoded model prompts: Building agents that discover their their own infrastructure

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4 min read
Blackwell MLPerf Dominance, Intel Nova Lake Compute Runtime, & Weston 16 Vulkan HDR

Blackwell MLPerf Dominance, Intel Nova Lake Compute Runtime, & Weston 16 Vulkan HDR

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3 min read
Bypassing the OS to Run LLMs: What I Learned Building a Firmware-Centric Runtime

Bypassing the OS to Run LLMs: What I Learned Building a Firmware-Centric Runtime

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5 min read
Linux Kernel 7.2 Boosts Performance with Rust Zerocopy & AI Optimizations

Linux Kernel 7.2 Boosts Performance with Rust Zerocopy & AI Optimizations

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3 min read
Linux 7.1 Boosts Arc Graphics; Wine-Staging 11.11 Wayland; Haiku OS Hardware Drivers

Linux 7.1 Boosts Arc Graphics; Wine-Staging 11.11 Wayland; Haiku OS Hardware Drivers

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3 min read
NVIDIA Confidential Compute for Apple Cloud; Intel Ends BigDL; LG's GPU AI Factory

NVIDIA Confidential Compute for Apple Cloud; Intel Ends BigDL; LG's GPU AI Factory

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4 min read
Blackwell's AI Benchmark Lead, AMD's Ryzen AI Halo, and Linux 7.2 GPU Driver Updates

Blackwell's AI Benchmark Lead, AMD's Ryzen AI Halo, and Linux 7.2 GPU Driver Updates

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3 min read
oMLX 效能調校 KV Cache 與Concurrent Batching

oMLX 效能調校 KV Cache 與Concurrent Batching

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9 min read
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