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AI and Machine Learning

The CAP Theorem of Clustering: Why Every Algorithm Must Sacrifice Something
No clustering algorithm is perfect and you must make a trade-off.
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Abhinav Upadhyay
Speculative Decoding and Beyond: A Survey of Speculative Decoding Techniques
What is speculative decoding, how it works and what are some of the recent advances in this area?
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Abhinav Upadhyay
Video: Architecture of Groq's LPU & Why is it so Fast?
This last Sunday we did a live session on Groq’s LPU and after that many people reached out to me for the recording of the session.
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Abhinav Upadhyay
5
57:04
Recording: Comparing CPUs, GPUs & LPUs
Hi everyone,
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Abhinav Upadhyay
1:29:53
A Deep Dive into the Underlying Architecture of Groq's LPU
What powers the ground breaking performance of Groq's Langauge Processing Unit?
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Abhinav Upadhyay
11
What Every Developer Should Know About GPU Computing
A primer on GPU architecture and computing
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Abhinav Upadhyay
10
How Language Models Beat PNG and FLAC Compression & What It Means
A detailed analysis of the DeepMind/Meta study: how large language models achieve unprecedented compression rates on text, image, and audio data - and…
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Abhinav Upadhyay
8
LZ77 Is All You Need? Why Gzip + KNN Works for Text Classification
Decoding the Success of Gzip + KNN: The Central Role of LZ77
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Abhinav Upadhyay
 and 
Alejandro Piad Morffis
7
Decoding the ACL Paper: Gzip and KNN Rival BERT in Text Classification
Breaking Down the Hype: Unpacking the Findings of the Recent ACL Conference Paper
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Abhinav Upadhyay
11
Common ChatGPT API Function Call Mistakes and How to Fix Them
Overcoming Common Challenges When Building on the Function Calling Feature of ChatGPT APIs
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Abhinav Upadhyay
A Tutorial Guide to Using The Function Call Feature of OpenAI's ChatGPT API
Learn How to Use OpenAI's ChatGPT API's Function Call Feature to Build Powerful ChatGPT Plugins
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Abhinav Upadhyay
13
Understanding DeepMind's AlphaDev Breakthrough in Optimizing Sorting Algorithms
A Comprehensive Analysis of AlphaDev's Performance and Effects on Small Sorting Tasks
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Abhinav Upadhyay
4
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