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Jahn

Aug 25

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

#cuda #llm #gpu #performance

3 min read

xbill for AWS Community Builders

Aug 31

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

#aws #vllm #cuda #machinelearning

11 min read

vmodal_ai

Aug 29

Accelerating Physical AI Workloads with NVIDIA CUDA and TensorRT

#cuda #nvidia #ai #machinelearning

2 min read

Jul 28

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

#ai #cuda #opensource #machinelearning

4 min read

Jahn

Aug 25

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

#machinelearning #cuda #performance #llm

3 min read

xbill for Google Developer Experts

Aug 13

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

#aws #vllm #cuda #machinelearning

9 min read

Jul 14

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

#ai #breaking #cuda #chains

2 min read

xbill for Google Developer Experts

Aug 14

Serving Gemma4 with Rust on vLLM 🦀

#rust #vllm #aws #cuda

10 min read

xbill for AWS Community Builders

Aug 13

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

#aws #vllm #cuda #machinelearning

9 min read

Will Kline

Jul 28

RTX 5090 survival guide: sm_120, CUDA 12 and 13 side by side, and the xformers trap

#nvidia #cuda #hardware #ai

7 min read

Aug 5

GPU-Accelerating MSCRED with CUDA, im2col, GEMM, and a Custom PyTorch Extension

#pytorch #cuda #machinelearning #performance

11 min read

skyne

Jun 27

Resurrecting Kepler: Getting Modern LLMs Running on a GTX 770 (Kernel 7.x)

#cuda #linux #llm #gpu

4 min read

JITENDRA KUMAR SINGH

Jun 20

I Built Flash Attention From Scratch — Here's What Nobody Tells You About It

#showdev #machinelearning #deeplearning #cuda

2 min read

soy

Jul 18

One RTX 5090 vs a 12-GPU Cluster — Benchmarking a Decade of GPUs on the Same Go Proof

#gpu #benchmark #machinelearning #cuda

4 min read

I Want To Learn Programming

Jun 9

Learn CUDA and GPU programming without owning a GPU

#cuda #gpu #parallel

2 min read

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