Charan H UUnlocking the Power of OCR in Your Browser: A Guide to Building an OCR ToolIn today’s digital age, the ability to extract text from images and PDFs with ease has become increasingly valuable. Optical Character…3 min read·Apr 1, 2024----
Charan H UUnveiling the Power of Character-Level Tokenization in Natural Language ProcessingIntroduction: In the vast landscape of Natural Language Processing (NLP), one of the fundamental tasks is tokenization — breaking down…2 min read·Mar 13, 2024----
Charan H UOptimizing Vector Searches with Qdrant Vector Database: Theory and ImplementationIn the world of data retrieval, speed and efficiency are paramount. Whether it’s powering recommendation systems, enabling search engines…3 min read·Mar 6, 2024----
Charan H UAccelerating Self-Attentions for LLM Serving with FlashInferLarge Language Models (LLMs) have become integral to various applications, necessitating efficient serving mechanisms. FlashInfer, an…2 min read·Feb 29, 2024----
Charan H UUnveiling Mistral Large: Revolutionizing Language ModelsIn the realm of artificial intelligence, breakthroughs often redefine the boundaries of what we thought possible. Today, Mistral AI proudly…2 min read·Feb 28, 2024----
Charan H UConverting Pandas DataFrame into a Dataset and Pushing to Hugging FaceIn the world of machine learning and natural language processing, having easy access to high-quality datasets is crucial for developing and…3 min read·Feb 20, 2024----
Charan H ULet’s Talk Long Context Reasoning and LLMs: Separating Hype from RealityThe debate around large language models (LLMs) and their ability to handle long context is heating up.2 min read·Feb 19, 2024----
Charan H USelf-Attention in the DecoderSimilar functionality: Like the encoder, each position in the decoder’s self-attention layer can attend to all positions up to and…2 min read·Feb 14, 2024--1--1
Charan H USoftmax and cross-entropy for multi-class classification.Let's say you're trying to classify animals in a jungle. You have pictures of different animals like lions, tigers, bears and monkeys. And…2 min read·Jan 19, 2023----
Charan H UBatch SGD with Momentum.Let's say you have a big bag of marbles. Each marble represents a piece of information, like a picture or a piece of data. We want to use…2 min read·Jan 14, 2023----
