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The FP8 trap: my GPU bill dropped 47% because the model was printing "!!!!!!"

The FP8 trap: my GPU bill dropped 47% because the model was printing "!!!!!!"

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3 min read
Evaluating Speculative Decoding in vLLM on AMD MI300X GPUs

Evaluating Speculative Decoding in vLLM on AMD MI300X GPUs

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1 min read
AMD Bets $8.2B on World Models and Fei-Fei Li

AMD Bets $8.2B on World Models and Fei-Fei Li

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2 min read
From Naive CUDA to Performance Engineering: My First GPU Matmul Journey

From Naive CUDA to Performance Engineering: My First GPU Matmul Journey

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3 min read
AMD Local LLM Setup on Windows/Linux: ROCm Overrides & Vulkan vs. HIP Benchmarking

AMD Local LLM Setup on Windows/Linux: ROCm Overrides & Vulkan vs. HIP Benchmarking

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1 min read
AMD Zen 6 makes Linux's SafeRET mitigation unnecessary

AMD Zen 6 makes Linux's SafeRET mitigation unnecessary

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4 min read
I Tried Getting Closer to the GPU With Triton

I Tried Getting Closer to the GPU With Triton

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6 min read
Serving Gemma 4 on an AMD MI300X: What $1.99 an Hour Buys

Real-world benchmarks and MCP tool management tips

Serving Gemma 4 on an AMD MI300X: What $1.99 an Hour Buys

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9 min read
An MI300X Over MCP: What the Matrix Cores Execute, and What They Don't

An MI300X Over MCP: What the Matrix Cores Execute, and What They Don't

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20 min read
Fix: Linux PC Wakes Up Instantly After You Suspend It

Fix: Linux PC Wakes Up Instantly After You Suspend It

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5 min read
AMD's Move on Weight Storage: The Taalas Bet

AMD's Move on Weight Storage: The Taalas Bet

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2 min read
AMD Bets Weight Storage Is the Real Bottleneck

AMD Bets Weight Storage Is the Real Bottleneck

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2 min read
Xanadu and AMD Release Backline for Quantum Computing

Xanadu and AMD Release Backline for Quantum Computing

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6 min read
AMD Just Bought a Startup That Etches AI Models Directly Into Silicon — Here's Why That Matters

AMD Just Bought a Startup That Etches AI Models Directly Into Silicon — Here's Why That Matters

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4 min read
My CUDA/GPU Journey: From "What Even Is a GPU?" to Actually Fascinated

My CUDA/GPU Journey: From "What Even Is a GPU?" to Actually Fascinated

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4 min read
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