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Chockalingam Muthian
Sep 3, 20234 min read
GPT-4 Architecture, Infrastructure, Training Dataset, Costs, Vision, MoE - PART I
OpenAI is keeping the architecture of GPT-4 closed not because of some existential risk to humanity but because what they’ve built is...
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Chockalingam Muthian
Jun 25, 20231 min read
LLM Tech Stack
Pre-trained AI models represent the most important architectural change in software development. They make it possible for individual...
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Chockalingam Muthian
May 20, 20233 min read
Understanding the LAMBDA architecture - Way of handling huge enterprise data warehouse
Lambda architecture is a powerful tool in software development that helps organizations build real-time, scalable, and fault-tolerant...
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Chockalingam Muthian
Apr 23, 20232 min read
Modern Data Platforms don’t do ETL Anymore
Modern data platforms have changed dramatically in recent years. Classical planned traditional on-premise Data Warehouses are...
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Chockalingam Muthian
Mar 30, 20234 min read
API Economy and Beyond
Today’s digital economy is shifting toward dependence on microservices — self-contained and reusable software components — working in...
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Chockalingam Muthian
Mar 22, 20233 min read
Github Copilot: Your Coding Companion
When people were talking more on GPT4, BARD and other LLMs slowly Github Copilot is eating the software programming market. Github comes...
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Chockalingam Muthian
Mar 12, 20233 min read
High Value Transactions
During a major cricket tournament, Disney+ Hotstar captured 5 billion emojis to distill the mood of the 50 million-strong streaming...
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Chockalingam Muthian
Jun 27, 20221 min read
The REST API Design
𝟭. 𝗖𝗹𝗶𝗲𝗻𝘁-𝗦𝗲𝗿𝘃𝗲𝗿: Separation of concerns is the principle behind the client-server constraints. By separating the user...
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Chockalingam Muthian
May 1, 20222 min read
Push your ML models to production
I really advise to push your Machine Learning models to production as FAST as possible! It is easy to spend months improving your models...
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Chockalingam Muthian
Oct 11, 20205 min read
Amazon Scholar John Preskill on the quantum computing effort
The noted physicist answers 3 questions about the challenges of quantum computing and why he’s excited to be part of a technology...
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Chockalingam Muthian
Sep 1, 20205 min read
Brain Imitation - The Link
The thought of connecting our brains with the computer, be able to communicate wirelessly without speaking a word, be able to fantasise...
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Chockalingam Muthian
Jul 20, 20204 min read
Applying GAN to Drug Discovery
Around 2012, computer scientist-turned-biophysicist Alex Zhavoronkov started to notice that artificial intelligence was getting...
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Chockalingam Muthian
Jun 9, 20205 min read
Neuromorphic Computing - Third Generation AI
The first generation of AI was rules-based and emulated classical logic to draw reasoned conclusions within a specific, narrowly defined...
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Chockalingam Muthian
May 8, 20203 min read
Algorithmic Efficiency of Neural Networks
Three factors drive the advance of AI: algorithmic innovation, data, and the amount of compute available for training. Algorithmic...
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Chockalingam Muthian
Mar 27, 20202 min read
Recent Machine Learning Trends
Deep learning has had exciting progress in the last few years especially in supervised learning tasks in computer vision, language,...
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Chockalingam Muthian
Mar 6, 20202 min read
Turing-NLG – Natural Language Generative model by Microsoft
Microsoft released an NLG which is massive deep learning language model such as BERT and GPT-2, with billions of parameters learned from...
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Chockalingam Muthian
Feb 11, 20203 min read
LaserTagger: Efficient Approach for Text Generation
Sequence-to-sequence (seq2seq) models have revolutionized the field of machine translation and have become the tool of choice for various...
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Chockalingam Muthian
Nov 18, 20194 min read
Entity Linking for Information Extraction
Named Entity Linking
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Chockalingam Muthian
Sep 6, 20194 min read
Alternating Direction Method of Multipliers
Alternating Direction Method of Multipliers (ADMM) has been used successfully in many conventional machine learning applications and is...
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Chockalingam Muthian
Aug 13, 20192 min read
Google Brain - LAMB
Layer-wise Adaptive Moments optimizer for Batch training (LAMB) Reduces BERT Pre-Training Time From Days to Minutes. Google Brain...
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