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From API to GPU, Week 5: Tensors, the Data Structure Behind Every Model
dramasamy profile

From API to GPU, Week 5: Tensors, the Data Structure Behind Every Model

#ai #llm #gpu #machinelearning
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12 min read
Mastering Low-Precision AI: FP8 and FP4 Support Across Frameworks in Mid-2026
javaeeeee profile

Mastering Low-Precision AI: FP8 and FP4 Support Across Frameworks in Mid-2026

#nvidia #gpu #ai #deeplearning
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2 min read
Rust Portable SIMD Now Runs on the GPU and It Changes Everything About Cross-Platform Parallelism
trismegistus profile

Rust Portable SIMD Now Runs on the GPU and It Changes Everything About Cross-Platform Parallelism

#rust #gpu #programming #performance
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4 min read
Understanding GPU Memory: VRAM, Bandwidth, and Why Your Model Won't Fit
3ni8ma profile

Understanding GPU Memory: VRAM, Bandwidth, and Why Your Model Won't Fit

#gpu #cuda #vram #memory
1
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2 min read
GPU_WORKLOAD_MISMATCH Part II: From Detection to Runtime Enforcement for AI Infrastructure
ces1231 profile

GPU_WORKLOAD_MISMATCH Part II: From Detection to Runtime Enforcement for AI Infrastructure

#ai #gpu #cybersecurity #machinelearning
1
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9 min read
Rust SIMD Just Came to the GPU — and It Changes How We Think About Parallel Programming
trismegistus profile

Rust SIMD Just Came to the GPU — and It Changes How We Think About Parallel Programming

#rust #gpu #programming #performance
2
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4 min read
How We Cut Inference Cold Starts from Minutes to Seconds
adiziv profile

How We Cut Inference Cold Starts from Minutes to Seconds

#aws #kubernetes #ai #gpu
1
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6 min read
Renting GPUs for AI? Start with VRAM, Not the GPU
kavs profile
Kavya

Renting GPUs for AI? Start with VRAM, Not the GPU

#machinelearning #llm #gpu #cloud
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2 min read
Why memory bandwidth matters more than TFLOPS for LLM inference
kavs profile
Kavya

Why memory bandwidth matters more than TFLOPS for LLM inference

#llm #gpu #nvidia #machinelearning
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3 min read
Deploying DeepSeek V3 (LLM) Using SGLang
sharmukh profile

Deploying DeepSeek V3 (LLM) Using SGLang

#ai #llm #gpu #docker
6
Comments 1
2 min read
One GPU, four ways to share it: ten scenarios, and the headline finding I had to retract
defilan profile

One GPU, four ways to share it: ten scenarios, and the headline finding I had to retract

#kubernetes #gpu #ai #devops
1
Comments 1
8 min read
KV Cache Quantization: I Stretched Qwen 35B's Context 8 on 12GB VRAM
kenimo49 profile

KV Cache Quantization: I Stretched Qwen 35B's Context 8 on 12GB VRAM

#llm #ai #gpu #performance
1
Comments 1
3 min read
GPU Monitoring & Metrics for MLOps
harsha_ktm profile

GPU Monitoring & Metrics for MLOps

#ai #webdev #mlops #gpu
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1 min read
The 60% idle GPU that turned out to be a network policy
leobaniak profile
Leo

The 60% idle GPU that turned out to be a network policy

#kubernetes #kubeflow #cilium #gpu
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3 min read
Accidentally quadratic: buffer copies made MCTS in DeepMind's mctx 3 slower
retretor profile

Accidentally quadratic: buffer copies made MCTS in DeepMind's mctx 3 slower

#machinelearning #python #performance #gpu
1
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6 min read
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