AI and Machine Learning

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 •

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.

Mar 19 •

Abhinav Upadhyay

57:04

Recording: Comparing CPUs, GPUs & LPUs

Mar 18 •

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?

Mar 1 •

Abhinav Upadhyay

What Every Developer Should Know About GPU Computing

A primer on GPU architecture and computing

Oct 18, 2023 •

Abhinav Upadhyay

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

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

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

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

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

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

Mojo: The Future of AI Programming 🔥

Bridging the Gap Between Python's Simplicity and High-Performance AI Code

May 18, 2023 •

Abhinav Upadhyay

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