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Your GPU Benchmark Is Lying: Measuring LLM Inference Under Thermal Throttling the Right Way
EME GUG
EME GUG
EME GUG
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Oct 17
Your GPU Benchmark Is Lying: Measuring LLM Inference Under Thermal Throttling the Right Way
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llm
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gpu
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benchmark
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performance
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7 min read
I put the 381 tok/s Qwen stack on one RTX 3090, real chat does 118 and the headline mode crashes
prodbymarcu
prodbymarcu
prodbymarcu
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Oct 16
I put the 381 tok/s Qwen stack on one RTX 3090, real chat does 118 and the headline mode crashes
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llm
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inference
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gpu
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docker
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1
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5 min read
A 763B MoE on two 96 GB GPUs: put the idle experts in host RAM, then measure per stream
InferenceKey
InferenceKey
InferenceKey
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InferenceKey
Oct 16
A 763B MoE on two 96 GB GPUs: put the idle experts in host RAM, then measure per stream
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llm
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gpu
#
machinelearning
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selfhosted
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2
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4 min read
Stop Overpaying for GPUs: Spot vs On-Demand for LLM Inference (With Real Numbers)
Alex Chen
Alex Chen
Alex Chen
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Oct 16
Stop Overpaying for GPUs: Spot vs On-Demand for LLM Inference (With Real Numbers)
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gpu
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llm
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cloud
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machinelearning
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3 min read
Same config.json, different serve command: what to check before serving AREX-2
InferenceKey
InferenceKey
InferenceKey
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InferenceKey
Oct 15
Same config.json, different serve command: what to check before serving AREX-2
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ai
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llm
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machinelearning
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gpu
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5 min read
Open weights don't make a 1T model cheap to run
Glenn Allogho
Glenn Allogho
Glenn Allogho
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Oct 15
Open weights don't make a 1T model cheap to run
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ai
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llm
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mistral
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gpu
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1 min read
Kandinsky 6.0 on a 16 GB GPU: the official recipe runs out of memory, and only the 29B model passed my Spanish test
Efrain Garay
Efrain Garay
Efrain Garay
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Oct 14
Kandinsky 6.0 on a 16 GB GPU: the official recipe runs out of memory, and only the 29B model passed my Spanish test
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ai
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machinelearning
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gpu
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benchmark
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2 min read
Installing K3s with ROCm GPU Operator on Ubuntu 24.04
Sanskriti Harmukh
Sanskriti Harmukh
Sanskriti Harmukh
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Vultr
Oct 14
Installing K3s with ROCm GPU Operator on Ubuntu 24.04
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kubernetes
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k3s
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rocm
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gpu
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3 min read
Run GPU kernel tuning as an overnight search loop
Conor Bronsdon
Conor Bronsdon
Conor Bronsdon
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Oct 14
Run GPU kernel tuning as an overnight search loop
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ai
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gpu
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performance
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python
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1
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6 min read
Nvidia's new graphics cards are very expensive in Japan
Hacks.gr
Hacks.gr
Hacks.gr
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Oct 14
Nvidia's new graphics cards are very expensive in Japan
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nvidia
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hardware
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gpu
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ai
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1 min read
Building a Distributed GPU Cluster for LLM Inference on Idle Apple Silicon Macs
lucanu
lucanu
lucanu
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Oct 14
Building a Distributed GPU Cluster for LLM Inference on Idle Apple Silicon Macs
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gpu
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llm
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macos
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distributed
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2 min read
I got tired of checking GPU cloud pricing pages by hand, so I built a price index API
Riley Calhoun
Riley Calhoun
Riley Calhoun
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Oct 13
I got tired of checking GPU cloud pricing pages by hand, so I built a price index API
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gpu
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cloud
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api
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llm
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2 min read
Configuring Smart Routing in NVIDIA Dynamo
Sanskriti Harmukh
Sanskriti Harmukh
Sanskriti Harmukh
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Vultr
Oct 14
Configuring Smart Routing in NVIDIA Dynamo
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llm
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nvidia
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gpu
#
inference
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19 min read
Installing Docker with ROCm GPU Support on Ubuntu 24.04
Sanskriti Harmukh
Sanskriti Harmukh
Sanskriti Harmukh
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Vultr
Oct 14
Installing Docker with ROCm GPU Support on Ubuntu 24.04
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docker
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rocm
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gpu
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ubuntu
5
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3 min read
Verifying Intel TDX and NVIDIA GPU attestation from inside a rented VM, and what it can't prove
VoltageGPU
VoltageGPU
VoltageGPU
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Oct 13
Verifying Intel TDX and NVIDIA GPU attestation from inside a rented VM, and what it can't prove
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security
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python
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gpu
#
ai
1
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3 min read
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