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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
Local coding LLM on a 24GB GPU: Qwen2.5-Coder 32B vs Qwen3-Coder 30B-A3B (it's all about context)

Local coding LLM on a 24GB GPU: Qwen2.5-Coder 32B vs Qwen3-Coder 30B-A3B (it's all about context)

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2 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
B200 vs H200: which is the better GPU for LLM work?

B200 vs H200: which is the better GPU for LLM work?

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9 min read
What are the best Paperspace alternatives in 2026?

What are the best Paperspace alternatives in 2026?

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8 min read
Tell Me Your tok/s and I'll Tell You What Your GPU Actually Delivers

Tell Me Your tok/s and I'll Tell You What Your GPU Actually Delivers

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4 min read
Parsing a whole PDF in one request with Unlimited OCR 2: the crop_mode setting and a silent cut

Parsing a whole PDF in one request with Unlimited OCR 2: the crop_mode setting and a silent cut

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4 min read
Five-Axis Framework for Comparing AI Inference Chips

Five-Axis Framework for Comparing AI Inference Chips

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13 min read
Why does my PyTorch DataLoader fail when a worker touches CUDA?

Why does my PyTorch DataLoader fail when a worker touches CUDA?

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2 min read
Nemotron 3.5 Transcribe on one 32 GB Blackwell card: the prompt is your API, so test it

Nemotron 3.5 Transcribe on one 32 GB Blackwell card: the prompt is your API, so test it

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5 min read
B200 vs H100: how much faster is Blackwell for training?

B200 vs H100: how much faster is Blackwell for training?

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9 min read
LoRA on spot RTX 4090s: what happens when the host dies mid-run.

LoRA on spot RTX 4090s: what happens when the host dies mid-run.

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4 min read
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