Gyanendra Vardhan (@Gyanendra)

Efficiently Serving Large Language Models (LLMs) with Advanced Techniques

Large Language Models (LLMs) have become indispensable tools in natural language processing, but their deployment and efficient serving pose significant challenges due to computational demands. In this comprehensive technical article, we will delve i...

Mar 26, 2024 · 8 min readgyanendra.hashnode.dev

Exploring Vector Databases: Types and Use Cases

Vector databases are revolutionizing how we search and analyze complex, high-dimensional data. Unlike traditional relational databases that rely on exact matches, vector databases excel at finding similar data points using vector embeddings. This cap...

Mar 19, 2024 · 2 min readgyanendra.hashnode.dev

Democratizing AI: Inside the PostgresML Platform

PostgresML simplifies AI and ML integration into PostgreSQL, a popular open-source database, challenging the complexity typically associated with these technologies for businesses. This platform seamlessly incorporates AI and ML capabilities, offerin...

Mar 1, 2024 · 5 min readgyanendra.hashnode.dev

Understanding Context Length in Large Language Models (LLMs)

Introduction In the realm of natural language processing (NLP), context length plays a pivotal role in shaping the capabilities and performance of Large Language Models (LLMs). These models, such as GPT-4, Llama, and Mistral 7b, have revolutionized l...

Feb 29, 2024 · 4 min readgyanendra.hashnode.dev

Advanced Linear Regression Tutorial: Understanding Regression Problems, Global Minimum, and Gradient Descent

Chapter 1: Introduction to Linear Regression Linear regression is a foundational technique in the field of machine learning and statistics, serving as a fundamental building block for predictive modeling. At its core, linear regression aims to establ...

Feb 15, 2024 · 24 min readgyanendra.hashnode.dev

Gyanendra Vardhan

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Gyanendra Vardhan's blogs

Efficiently Serving Large Language Models (LLMs) with Advanced Techniques

Exploring Vector Databases: Types and Use Cases

Democratizing AI: Inside the PostgresML Platform

Understanding Context Length in Large Language Models (LLMs)

Advanced Linear Regression Tutorial: Understanding Regression Problems, Global Minimum, and Gradient Descent

Gyanendra Vardhan

About

Available for

Gyanendra Vardhan's blogs

Efficiently Serving Large Language Models (LLMs) with Advanced Techniques

Exploring Vector Databases: Types and Use Cases

Democratizing AI: Inside the PostgresML Platform

Understanding Context Length in Large Language Models (LLMs)

Advanced Linear Regression Tutorial: Understanding Regression Problems, Global Minimum, and Gradient Descent

Gyanendra Vardhan

About

Available for

Gyanendra Vardhan's blogs

Efficiently Serving Large Language Models (LLMs) with Advanced Techniques

Exploring Vector Databases: Types and Use Cases

Democratizing AI: Inside the PostgresML Platform

Understanding Context Length in Large Language Models (LLMs)

Advanced Linear Regression Tutorial: Understanding Regression Problems, Global Minimum, and Gradient Descent

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Gyanendra Vardhan

About

Available for

Gyanendra Vardhan's blogs

Efficiently Serving Large Language Models (LLMs) with Advanced Techniques

Exploring Vector Databases: Types and Use Cases

Democratizing AI: Inside the PostgresML Platform

Understanding Context Length in Large Language Models (LLMs)

Advanced Linear Regression Tutorial: Understanding Regression Problems, Global Minimum, and Gradient Descent