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📰 Dev.to · Alankrit Verma

5 articles · Updated every 3 hours · View all reads

All Articles 137,177Blog Posts 141,223Tech Tutorials 35,577Research Papers 26,956News 19,267 ⚡ AI Lessons
The Last Pivot: Why Quality Gates Killed My Final KV-Cache Speedup
Dev.to · Alankrit Verma 📐 ML Fundamentals ⚡ AI Lesson 3mo ago
The Last Pivot: Why Quality Gates Killed My Final KV-Cache Speedup
I wanted to answer one question: After packed-codebook TurboQuant failed, was there still a...
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Beating Eager TurboQuant Was Not Enough: Why Dense GPU Attention Still Won
Dev.to · Alankrit Verma 📐 ML Fundamentals ⚡ AI Lesson 3mo ago
Beating Eager TurboQuant Was Not Enough: Why Dense GPU Attention Still Won
I wanted to answer one question: If I remove eager overhead, can a TurboQuant-style compressed...
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When A Good Approximation Still Loses
Dev.to · Alankrit Verma 🏗️ Systems Design & Architecture ⚡ AI Lesson 3mo ago
When A Good Approximation Still Loses
This is Part 2 of a two-part technical write-up. Part 1 ended with the key architecture lesson: A...
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A Smaller KV Cache Did Not Make Transformers Faster
Dev.to · Alankrit Verma 🧠 Large Language Models ⚡ AI Lesson 3mo ago
A Smaller KV Cache Did Not Make Transformers Faster
Long-context generation makes the KV cache hard to ignore. Every generated token reuses keys and...
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Why Offline Evaluation Is Not Enough for Recommendation Systems?
Dev.to · Alankrit Verma 📐 ML Fundamentals ⚡ AI Lesson 4mo ago
Why Offline Evaluation Is Not Enough for Recommendation Systems?
Why Offline Evaluation Is Not Enough for Recommendation Systems Offline evaluation is...
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