generative ai

Completion Model vs Chat Model: Python Examples

In this blog, we will learn about the concepts of completion and chat large language models (LLMs) with the help…

6 months ago

Autoencoder vs Variational Autoencoder (VAE): Differences, Example

Last updated: 12th May, 2024 In the world of generative AI models, autoencoders (AE) and variational autoencoders (VAEs) have emerged…

7 months ago

Retrieval Augmented Generation (RAG) & LLM: Examples

Last updated: 26th Jan, 2024 Have you ever wondered how to seamlessly integrate the vast knowledge of Large Language Models…

11 months ago

Transfer Learning vs Fine Tuning LLMs: Differences

Last updated: 23rd Jan, 2024 Two NLP concepts that are fundamental to large language models (LLMs) are transfer learning and…

11 months ago

LLM Training & GPU Memory Requirements: Examples

As data scientists and MLOps Engineers, you must have come across the challenges related to managing GPU requirements for training…

11 months ago

Distributed LLM Training & DDP, FSDP Patterns: Examples

Training large language models (LLMs) like GPT-4 requires the use of distributed computing patterns as there is a need to…

11 months ago

Transformer Architecture Types: Explained with Examples

Are you fascinated by the power of deep learning large language models that can generate creative writing, answer complex questions,…

11 months ago

Blueprint: Deploying Generative AI Applications

In this blog, we will learn about a comprehensive framework for the deployment of generative AI applications, breaking down the…

11 months ago

BERT vs GPT Models: Differences, Examples

Have you been wondering what sets apart two of the most prominent transformer-based machine learning models in the field of…

11 months ago

ChatGPT Prompts Best Practices: Examples

In this blog, you will learn the best practices you can adopt when writing prompts for ChatGPT. Here is the…

12 months ago

Large Language Models (LLMs) & Semantic Search: Examples

Have you ever marveled at how typing a few words into a search engine yields exactly the information you're looking…

12 months ago

Procurement Analytics Use Cases Examples

Last updated: 26th Nov, 2023 The procurement analytics applications is seeing tremendous growth in last few years. With so much…

1 year ago

First Principles Thinking using ChatGPT

Have you ever wondered why an object such as a chair is shaped the way it is, or why it's…

1 year ago

Generative AI Framework for Product Managers: Examples

Ever wondered how you as a product manager can stay ahead in the competitive era fuelled by technological advancements such…

1 year ago

OpenAI Python API Example for NLP Tasks

Ever wondered how you can leverage the power of OpenAI's GPT-3 and GPT-3.5 (from Jan 2024 onwards) directly in your…

1 year ago

Architecting a Generative AI Platform for GPT-based LLM Apps

Have you ever wondered how to build a scalable Generative AI platform based on OpenAI GPT models that can serve…

1 year ago