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Gemma 4 on a Tesla T4: QAT Weights Decode 1.79x Faster Than bf16
xbill
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Sep 18
Gemma 4 on a Tesla T4: QAT Weights Decode 1.79x Faster Than bf16
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gemma
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vllm
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cuda
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machinelearning
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9 min read
Same nvJPEG2000, different numbers: timer boundaries and frames in flight
Fyodor Serzhenko
Fyodor Serzhenko
Fyodor Serzhenko
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Sep 18
Same nvJPEG2000, different numbers: timer boundaries and frames in flight
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gpu
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13 min read
Exploring Result Visibility of Fixed-Latency Instructions on the SM120 Architecture
ComradePenguin
ComradePenguin
ComradePenguin
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Sep 18
Exploring Result Visibility of Fixed-Latency Instructions on the SM120 Architecture
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cuda
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nvidia
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10 min read
Nvidia Just Let Rust Into CUDA. Here's Why That's a Bigger Deal Than It Sounds
Ashraf
Ashraf
Ashraf
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Sep 18
Nvidia Just Let Rust Into CUDA. Here's Why That's a Bigger Deal Than It Sounds
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rust
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ai
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cuda
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programming
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5 min read
CUDA Rust: two native tracks, not a wrapper over C++
Juan Torchia
Juan Torchia
Juan Torchia
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Sep 17
CUDA Rust: two native tracks, not a wrapper over C++
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english
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rust
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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
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Sep 10
Gemma 4 on an 2021 4 GB Laptop GPU: QAT Takes It From 9.5 GiB to 1.6
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mcp
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cuda
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13 min read
Reverse-Engineering NVIDIA: Modifying a CUDA binary
Stjepan
Stjepan
Stjepan
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Sep 6
Reverse-Engineering NVIDIA: Modifying a CUDA binary
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hex
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4 min read
Finding a Random Island with Geometry and CUDA
Muhammad Adil
Muhammad Adil
Muhammad Adil
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Aug 19
Finding a Random Island with Geometry and CUDA
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geospatial
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geometry
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4 min read
Installing Rust for vLLM on Graviton: a G5g walk-through 🦀
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Aug 14
Installing Rust for vLLM on Graviton: a G5g walk-through 🦀
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rust
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cuda
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10 min read
Qwen3.8 27B at 256K: 50 TPS on a 24 GB GPU
Michał Piszczek
Michał Piszczek
Michał Piszczek
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Aug 17
Qwen3.8 27B at 256K: 50 TPS on a 24 GB GPU
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aiinfrastructure
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llm
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cuda
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11 min read
Understanding GPU Memory: VRAM, Bandwidth, and Why Your Model Won't Fit
Aarush Karak
Aarush Karak
Aarush Karak
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Aug 13
Understanding GPU Memory: VRAM, Bandwidth, and Why Your Model Won't Fit
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vram
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2 min read
Gemma 4 in Pure JAX: What Changes Between Turing and Ada, and What Doesn't
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Aug 31
Gemma 4 in Pure JAX: What Changes Between Turing and Ada, and What Doesn't
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jax
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8 min read
g5g vs g6 for LLM Serving: the Same Code, and 3.7x the Throughput
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Aug 31
g5g vs g6 for LLM Serving: the Same Code, and 3.7x the Throughput
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aws
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jax
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machinelearning
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6 min read
The sm_120 shared-memory cliff: why FP8 KV cache crashes vLLM on workstation Blackwell
Jahn
Jahn
Jahn
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Aug 25
The sm_120 shared-memory cliff: why FP8 KV cache crashes vLLM on workstation Blackwell
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llm
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3 min read
The Cheapest CUDA GPU on AWS Has an Arm CPU — and You Probably Want the Intel One
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Aug 31
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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