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Benchmarking across some of our published families

Benchmarking across some of our published families

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10 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
What Happens When You Hit Enter?

What Happens When You Hit Enter?

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5 min read
Pose Estimation: MediaPipe or YOLOPose for Real-Time Pose Classification?

Pose Estimation: MediaPipe or YOLOPose for Real-Time Pose Classification?

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7 min read
Test-Time Compute vs More Parameters: Where the Inference Budget Actually Goes

Test-Time Compute vs More Parameters: Where the Inference Budget Actually Goes

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5 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
수락 길이는 22.8% 늘었는데 처리량은 14.0%만 늘었습니다: DSpine 카드 수치와 공개 파일 헤더로 투기 디코딩 초안 모델을 읽는 법

수락 길이는 22.8% 늘었는데 처리량은 14.0%만 늘었습니다: DSpine 카드 수치와 공개 파일 헤더로 투기 디코딩 초안 모델을 읽는 법

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3 min read
Prefix Caching vs Recomputed Prompts: The Hit-Rate Break-Even

Prefix Caching vs Recomputed Prompts: The Hit-Rate Break-Even

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6 min read
The Ridge Dies at 228 Tokens on a 4090, and KV Precision Cannot Save It

The Ridge Dies at 228 Tokens on a 4090, and KV Precision Cannot Save It

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6 min read
Mixture-of-Depths vs Uniform Compute: The Routing Tax on Every Token

Mixture-of-Depths vs Uniform Compute: The Routing Tax on Every Token

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5 min read
12.8x faster for coding agents. At full precision.

12.8x faster for coding agents. At full precision.

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2 min read
Hugging Face’s 70k-Word MoE Handbook After 800k GPU Hours — Why Sparsity Still Wins for Local Real-Time Tools

Hugging Face’s 70k-Word MoE Handbook After 800k GPU Hours — Why Sparsity Still Wins for Local Real-Time Tools

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4 min read
A 32B Model on an H100 Never Reaches Its KV Cache Crossover

A 32B Model on an H100 Never Reaches Its KV Cache Crossover

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6 min read
Why Pay for the Smartest Model Every Time?

Why Pay for the Smartest Model Every Time?

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6 min read
Up to 95% more output from one GPU on Qwen3.6

Up to 95% more output from one GPU on Qwen3.6

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2 min read
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