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Modern processors automatically increase their speed, leaving less room for overclocking

Modern processors automatically increase their speed, leaving less room for overclocking

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2 min read
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
VLLM_ROCM_USE_AITER=1 Slows Gemma 4 on an AMD MI300X: What the Flag Changes and Why

VLLM_ROCM_USE_AITER=1 Slows Gemma 4 on an AMD MI300X: What the Flag Changes and Why

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6 min read
The AMD Mini-Challenge 3: citation-by-necessity RAG on ROCm

The AMD Mini-Challenge 3: citation-by-necessity RAG on ROCm

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5 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
Gemma 4 From E2B to 31B on an AMD MI300X: fp8 Overtakes bf16 From 12B Up

Gemma 4 From E2B to 31B on an AMD MI300X: fp8 Overtakes bf16 From 12B Up

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9 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
Gemma 4 E2B on an AMD MI300X: Which Weight Format Should You Serve?

Gemma 4 E2B on an AMD MI300X: Which Weight Format Should You Serve?

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Comments 4
10 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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Comments 5
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
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