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The KV cache, why LLM inference is memory-bound, not compute-bound
I Want To Learn Programming
I Want To Learn Programming
I Want To Learn Programming
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Jul 4
The KV cache, why LLM inference is memory-bound, not compute-bound
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gpu
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llm
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inference
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performance
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4 min read
The GPU Utilization Number That's Quietly Wrecking AI Team Budgets
Mike Smith
Mike Smith
Mike Smith
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Hostrunway
Jul 3
The GPU Utilization Number That's Quietly Wrecking AI Team Budgets
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gpu
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ai
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machinelearning
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deeplearning
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5 min read
DGX Spark hitting 83 C under sustained Ollama load — solved by clock-locking via nvidia-smi -lgc
Deal Estate
Deal Estate
Deal Estate
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Jul 1
DGX Spark hitting 83 C under sustained Ollama load — solved by clock-locking via nvidia-smi -lgc
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nvidia
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gpu
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llm
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ai
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3 min read
Resurrecting Kepler: Getting Modern LLMs Running on a GTX 770 (Kernel 7.x)
skyne
skyne
skyne
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Jun 27
Resurrecting Kepler: Getting Modern LLMs Running on a GTX 770 (Kernel 7.x)
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cuda
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linux
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llm
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gpu
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4 min read
Per-agent GPU cost: what LangSmith can't tell you
David AMARA
David AMARA
David AMARA
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Jun 28
Per-agent GPU cost: what LangSmith can't tell you
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ai
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gpu
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finops
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llm
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4 min read
Managing Non-Homogeneous GPU and Resource Configurations in Ray Cluster IaC with Python-Based Solutions
Marina Kovalchuk
Marina Kovalchuk
Marina Kovalchuk
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Jun 28
Managing Non-Homogeneous GPU and Resource Configurations in Ray Cluster IaC with Python-Based Solutions
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raycluster
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iac
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python
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gpu
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15 min read
96% of cuBLAS, no `unsafe`: what cuTile Rust proves
Creeta
Creeta
Creeta
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Jun 26
96% of cuBLAS, no `unsafe`: what cuTile Rust proves
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cutile
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rust
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gpu
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inference
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8 min read
GPU Scarcity Isn't the Problem Anymore. GPU Allocation Governance Is.
NTCTech
NTCTech
NTCTech
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Jun 23
GPU Scarcity Isn't the Problem Anymore. GPU Allocation Governance Is.
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kubernetes
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gpu
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platformengineering
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devops
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4 min read
How to Rank Local LLMs by Cost per Correct Answer (Measured GPU Energy, 8 Ollama Models)
Arsen Apostolov
Arsen Apostolov
Arsen Apostolov
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Jun 23
How to Rank Local LLMs by Cost per Correct Answer (Measured GPU Energy, 8 Ollama Models)
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machinelearning
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llm
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gpu
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opensource
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4 min read
Building a GPU-accelerated screen recorder in Rust with wgpu
Mathis
Mathis
Mathis
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Jun 19
Building a GPU-accelerated screen recorder in Rust with wgpu
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showdev
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rust
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gpu
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wgpu
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13 min read
Linux GPU Drivers & Performance: AMD HDMI 2.1, Intel Panther Lake, & Open-Source AI Server
soy
soy
soy
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Jun 17
Linux GPU Drivers & Performance: AMD HDMI 2.1, Intel Panther Lake, & Open-Source AI Server
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gpu
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nvidia
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hardware
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3 min read
Stable Diffusion Inference: Memory Requirements, Speed and GPU Selection
Daya Shankar
Daya Shankar
Daya Shankar
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Jun 17
Stable Diffusion Inference: Memory Requirements, Speed and GPU Selection
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nvidia
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gpu
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7 min read
Blackwell MLPerf Dominance, Intel Nova Lake Compute Runtime, & Weston 16 Vulkan HDR
soy
soy
soy
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Jun 16
Blackwell MLPerf Dominance, Intel Nova Lake Compute Runtime, & Weston 16 Vulkan HDR
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gpu
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nvidia
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hardware
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3 min read
Linux Kernel 7.2 Boosts Performance with Rust Zerocopy & AI Optimizations
soy
soy
soy
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Jun 15
Linux Kernel 7.2 Boosts Performance with Rust Zerocopy & AI Optimizations
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gpu
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nvidia
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hardware
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3 min read
Book Library: A Local RAG That Answers From My Own PDFs
C. Wheatley
C. Wheatley
C. Wheatley
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Jun 14
Book Library: A Local RAG That Answers From My Own PDFs
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rag
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python
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localllm
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gpu
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5 min read
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