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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
2
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
5
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
3
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
85
11
17
What Every Developer Should Know About GPU Computing
A primer on GPU architecture and computing
Oct 18, 2023
•
Abhinav Upadhyay
314
11
37
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
9
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
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
4
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
1
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
5
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
6
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