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PCIe lanes, not GPU VRAM, is the spec that kills your homelab GPU plan
rishi764
rishi764
rishi764
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Oct 4
PCIe lanes, not GPU VRAM, is the spec that kills your homelab GPU plan
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ai
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homelab
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gpu
#
hardware
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5 min read
Kubernetes SR-IOV Multi-Rail GPU Networking: Missing Route Configuration for Cross-Rail Communication
Alina Trofimova
Alina Trofimova
Alina Trofimova
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Oct 2
Kubernetes SR-IOV Multi-Rail GPU Networking: Missing Route Configuration for Cross-Rail Communication
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kubernetes
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sriov
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gpu
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networking
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11 min read
How to read a Blender cloud render benchmark: GPU seconds are not the round trip
ć è€æ §ç„
ć è€æ §ç„
ć è€æ §ç„
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Oct 2
How to read a Blender cloud render benchmark: GPU seconds are not the round trip
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blender
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rendering
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benchmarks
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gpu
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4 min read
Vast.ai CLI 101: Finding a GPU Offer You Can Actually Use
Big Mazzy
Big Mazzy
Big Mazzy
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Sep 30
Vast.ai CLI 101: Finding a GPU Offer You Can Actually Use
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gpu
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ai
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devops
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cloud
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7 min read
From Naive CUDA to Performance Engineering: My First GPU Matmul Journey
Karthik Unnikrishnan
Karthik Unnikrishnan
Karthik Unnikrishnan
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Sep 29
From Naive CUDA to Performance Engineering: My First GPU Matmul Journey
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ai
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gpu
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amd
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programming
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3 min read
Your Apple Silicon GPU Loses to One CPU Core Until a Million Rows. I Measured 111 Operations, Then Rebuilt ArrowMetal 0.2.0 Around the Answer
AI Explore
AI Explore
AI Explore
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Sep 29
Your Apple Silicon GPU Loses to One CPU Core Until a Million Rows. I Measured 111 Operations, Then Rebuilt ArrowMetal 0.2.0 Around the Answer
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gpu
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performance
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apple
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datascience
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10 min read
Before You Rent a GPU Server, Check These 10 Things
Arthur
Arthur
Arthur
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Sep 29
Before You Rent a GPU Server, Check These 10 Things
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webdev
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gpu
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devops
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machinelearning
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3 min read
How to Use Your NVIDIA GPU for Local AI on Linux in 2026
Mohammed Ali Chherawalla
Mohammed Ali Chherawalla
Mohammed Ali Chherawalla
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Sep 29
How to Use Your NVIDIA GPU for Local AI on Linux in 2026
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ai
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linux
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tutorial
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5 min read
DataFusion on the Apple Silicon GPU: One Optimizer Rule, the Same SQL, Sorts 6.9x to 28.8x Faster
AI Explore
AI Explore
AI Explore
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Oct 2
DataFusion on the Apple Silicon GPU: One Optimizer Rule, the Same SQL, Sorts 6.9x to 28.8x Faster
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rust
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datafusion
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apple
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9 min read
Same Source, Two Cost Curves: Local Preview vs GPU Final
Nidheeshdas Thavorath
Nidheeshdas Thavorath
Nidheeshdas Thavorath
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Sep 23
Same Source, Two Cost Curves: Local Preview vs GPU Final
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video
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gpu
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performance
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devops
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5 min read
Let your AI agent rent a GPU: llms.txt, --json and --budget
Lium
Lium
Lium
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Lium
Sep 24
Let your AI agent rent a GPU: llms.txt, --json and --budget
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ai
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agents
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gpu
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devops
1
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4 min read
Evaluating Multi-Node LLM Orchestrators: Exo, GPUStack, and LocalAI
ram.mehta.1899@gmail.com
ram.mehta.1899@gmail.com
ram.mehta.1899@gmail.com
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Sep 22
Evaluating Multi-Node LLM Orchestrators: Exo, GPUStack, and LocalAI
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llm
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platformengineering
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infrastructure
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gpu
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1 min read
VRAM for local LLMs: why memory bandwidth sets your tokens per second
Nikoloz Turazashvili (@axrisi)
Nikoloz Turazashvili (@axrisi)
Nikoloz Turazashvili (@axrisi)
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Sep 30
VRAM for local LLMs: why memory bandwidth sets your tokens per second
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llm
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ai
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8 min read
How Much VRAM Do You Really Need to Run a 70B LLM?
Peter Gedeon
Peter Gedeon
Peter Gedeon
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Sep 23
How Much VRAM Do You Really Need to Run a 70B LLM?
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ai
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llm
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gpu
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ram
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7 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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gpu
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10 min read
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