Anmol TalwarGradient Descent-Explained in DepthGradient descent is an optimization algorithm used to minimize a function by adjusting its parameters.Jul 18Jul 18
Anmol TalwarChain of Thought (CoT) PromptingChain of Thought (CoT) prompting is a technique used in natural language processing (NLP) to improve the performance of language models in…Jun 22Jun 22
Anmol TalwarMulti-Shot PromptingWhile large-language models demonstrate remarkable zero-shot capabilities, they still fall short on more complex tasks when using the…Jun 20Jun 20
Anmol TalwarVECTOR DBVector databases are specialized types of databases designed to store, manage, and query high-dimensional vectors efficiently.Jun 18Jun 18
Anmol TalwarCBOW — Word2VecContinuous Bag of Words (CBOW) is one of the architectures used in the Word2Vec framework for learning word embeddings. CBOW is designed…Apr 9Apr 9
Anmol TalwarWord Embeddings (NLP)Word embeddings are a type of representation for words in a natural language that are used in natural language processing (NLP) and machine…Apr 9Apr 9
Anmol TalwarPrompt Pre-fixing for LLM : Efficient Zero-Shot PromptingIn this blog, we will deep-dive (using examples) into the simplest type of prompting i.e., Zero-Shot prompting and how to efficiently use…Nov 2, 2023Nov 2, 2023
Anmol TalwarLLM Selection CriteriaThis blog talks on how to select the right LLM before diving into plethora of available models. To select the right large language model…Oct 28, 2023Oct 28, 2023
Anmol TalwarNLP Lineage (Need of Transformers)In this article we will discuss the evolution of Natural Language Processing (NLP). Myriad NLP modelling techniques, their architecture &…Oct 20, 2023Oct 20, 2023
Anmol TalwarTypes of Transformer Architecture (NLP)In this article we will discuss in detail the 3 different Types of Transformers, their Architecture Flow & their Popular use cases.Oct 12, 2023Oct 12, 2023