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Accelerating Physical AI Workloads with NVIDIA CUDA and TensorRT

Accelerating Physical AI Workloads with NVIDIA CUDA and TensorRT

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2 min read
Finding a Random Island with Geometry and CUDA

Finding a Random Island with Geometry and CUDA

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4 min read
Installing Rust for vLLM on Graviton: a G5g walk-through 🦀

Installing Rust for vLLM on Graviton: a G5g walk-through 🦀

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10 min read
Running Gemma 4 on EC2 G5g: Graviton2 AMD with NVIDIA GPU

Running Gemma 4 on EC2 G5g: Graviton2 AMD with NVIDIA GPU

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9 min read
Qwen3.8 27B at 256K: 50 TPS on a 24 GB GPU

Qwen3.8 27B at 256K: 50 TPS on a 24 GB GPU

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11 min read
Understanding GPU Memory: VRAM, Bandwidth, and Why Your Model Won't Fit

Understanding GPU Memory: VRAM, Bandwidth, and Why Your Model Won't Fit

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2 min read
Gemma 4 in Pure JAX: What Changes Between Turing and Ada, and What Doesn't

Gemma 4 in Pure JAX: What Changes Between Turing and Ada, and What Doesn't

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8 min read
g5g vs g6 for LLM Serving: the Same Code, and 3.7x the Throughput

g5g vs g6 for LLM Serving: the Same Code, and 3.7x the Throughput

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6 min read
The Cheapest CUDA GPU on AWS Has an Arm CPU — and You Probably Want the Intel One

The Cheapest CUDA GPU on AWS Has an Arm CPU — and You Probably Want the Intel One

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11 min read
Qwen3-8B on workstation Blackwell: vLLM vs SGLang vs llama.cpp, plus an FP8 pass

Qwen3-8B on workstation Blackwell: vLLM vs SGLang vs llama.cpp, plus an FP8 pass

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3 min read
The sm_120 shared-memory cliff: why FP8 KV cache crashes vLLM on workstation Blackwell

The sm_120 shared-memory cliff: why FP8 KV cache crashes vLLM on workstation Blackwell

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3 min read
I Built a CUDA Engine That Streams 744B Parameter AI Models on Consumer Hardware

I Built a CUDA Engine That Streams 744B Parameter AI Models on Consumer Hardware

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4 min read
Running Gemma 4 on EC2 G5g: Graviton2 AMD with NVIDIA GPU

Running Gemma 4 on EC2 G5g: Graviton2 AMD with NVIDIA GPU

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9 min read
Breaking CUDA's Chains: Open-Source Alternatives for Cross-GPU Performance Optimization

Breaking CUDA's Chains: Open-Source Alternatives for Cross-GPU Performance Optimization

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2 min read
Serving Gemma4 with Rust on vLLM 🦀

Serving Gemma4 with Rust on vLLM 🦀

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10 min read
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