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How much GPU do you need to run an LLM locally? The rules of thumb we use

How much GPU do you need to run an LLM locally? The rules of thumb we use

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4 min read
Clover-35B-A3B on llama.cpp: what "AR mode only" means, and a GGUF that answers in Gs

Clover-35B-A3B on llama.cpp: what "AR mode only" means, and a GGUF that answers in Gs

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4 min read
Your CUDA Code Didn't Change. Your Risk Register Just Did: What Nvidia's CEO Exit Means for Builders

Your CUDA Code Didn't Change. Your Risk Register Just Did: What Nvidia's CEO Exit Means for Builders

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4 min read
What are the best SaladCloud alternatives for GPU workloads?

What are the best SaladCloud alternatives for GPU workloads?

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8 min read
How Many Closed Findings Before You Trust a Routing Change

How Many Closed Findings Before You Trust a Routing Change

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10 min read
How do you let Cursor's agent run code on a cloud GPU?

How do you let Cursor's agent run code on a cloud GPU?

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8 min read
GPU Paths Honestly: What csperf Can and Cannot Claim Today

GPU Paths Honestly: What csperf Can and Cannot Claim Today

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4 min read
How can an AI startup get free GPU and cloud credits?

How can an AI startup get free GPU and cloud credits?

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9 min read
Serving Hy-SimulMT live on one 48 GB GPU: the startup spike, the FP8 trap, what to measure

Serving Hy-SimulMT live on one 48 GB GPU: the startup spike, the FP8 trap, what to measure

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5 min read
LoRA vs full fine-tuning: when is LoRA good enough?

LoRA vs full fine-tuning: when is LoRA good enough?

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8 min read
Certified kernels, guaranteed at install time

Certified kernels, guaranteed at install time

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2 min read
A100, H100, H200, B200, B300: which GPU should you pick?

A100, H100, H200, B200, B300: which GPU should you pick?

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8 min read
Serving Groot-19B-A3B at 256K on one RTX 5090: the memory budget and the thinking trap

Serving Groot-19B-A3B at 256K on one RTX 5090: the memory budget and the thinking trap

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5 min read
Nvidia lost $600B in 4 days, then its CEO resigned

Nvidia lost $600B in 4 days, then its CEO resigned

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4 min read
Continuous Batching: Why Your GPU Waits for the Slowest Request

Continuous Batching: Why Your GPU Waits for the Slowest Request

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7 min read
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