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Gemma 4 on a Tesla T4: QAT Weights Decode 1.79x Faster Than bf16

Gemma 4 on a Tesla T4: QAT Weights Decode 1.79x Faster Than bf16

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9 min read
Same nvJPEG2000, different numbers: timer boundaries and frames in flight

Same nvJPEG2000, different numbers: timer boundaries and frames in flight

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13 min read
Exploring Result Visibility of Fixed-Latency Instructions on the SM120 Architecture

Exploring Result Visibility of Fixed-Latency Instructions on the SM120 Architecture

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10 min read
Nvidia Just Let Rust Into CUDA. Here's Why That's a Bigger Deal Than It Sounds

Nvidia Just Let Rust Into CUDA. Here's Why That's a Bigger Deal Than It Sounds

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5 min read
CUDA Rust: two native tracks, not a wrapper over C++

CUDA Rust: two native tracks, not a wrapper over C++

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5 min read
Gemma 4 on an 2021 4 GB Laptop GPU: QAT Takes It From 9.5 GiB to 1.6

Gemma 4 on an 2021 4 GB Laptop GPU: QAT Takes It From 9.5 GiB to 1.6

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13 min read
Reverse-Engineering NVIDIA: Modifying a CUDA binary

Reverse-Engineering NVIDIA: Modifying a CUDA binary

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4 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
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 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
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
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