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The CAP Theorem of Clustering: Why Every Algorithm Must Sacrifice Something
No clustering algorithm is perfect and you must make a trade-off.
Oct 29, 2024
•
Abhinav Upadhyay
40
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?
Oct 18, 2024
•
Abhinav Upadhyay
23
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.
Mar 19, 2024
•
Abhinav Upadhyay
17
5
57:04
Recording: Comparing CPUs, GPUs & LPUs
Hi everyone,
Mar 18, 2024
•
Abhinav Upadhyay
17
1:29:53
The Architecture of Groq's LPU
What powers the ground breaking performance of Groq's Langauge Processing Unit?
Mar 1, 2024
•
Abhinav Upadhyay
83
11
What Every Developer Should Know About GPU Computing
A primer on GPU architecture and computing
Oct 18, 2023
•
Abhinav Upadhyay
306
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…
Sep 27, 2023
•
Abhinav Upadhyay
36
8
LZ77 Is All You Need? Why Gzip + KNN Works for Text Classification
Decoding the Success of Gzip + KNN: The Central Role of LZ77
Aug 3, 2023
•
Abhinav Upadhyay
and
Alejandro Piad Morffis
21
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
Jul 20, 2023
•
Abhinav Upadhyay
21
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
Jun 20, 2023
•
Abhinav Upadhyay
15
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
Jun 15, 2023
•
Abhinav Upadhyay
27
13
Understanding DeepMind's AlphaDev Breakthrough in Optimizing Sorting Algorithms
A Comprehensive Analysis of AlphaDev's Performance and Effects on Small Sorting Tasks
Jun 10, 2023
•
Abhinav Upadhyay
19
4
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