Large Language Models

Anomaly Detection In LLM Responses [How To Monitor & Mitigate]

What is Anomaly Detection in LLMs? Anomaly detection in the context of Large Language Models (LLMs) involves identifying outputs, patterns,…

9 months ago

Out-of-Vocabulary (OOV) Words Explained & How To Handle Them In NLP Tasks

What are Out-of-Vocabulary (OOV) Words? In Natural Language Processing (NLP), Out-of-Vocabulary (OOV) words refer to any words a machine learning…

9 months ago

Text Representation: A Simple Explanation Of Complex Techniques

What is Text Representation? Text representation refers to how text data is structured and encoded so that machines can process…

10 months ago

Perplexity In NLP: Understand How To Evaluate LLMs [Practical Guide]

Introduction to Perplexity in NLP In the rapidly evolving field of Natural Language Processing (NLP), evaluating the effectiveness of language…

11 months ago

The BERT Algorithm (NLP) Made Simple [Understand How Large Language Models (LLMs) Work]

What is BERT in the context of NLP? In Natural Language Processing (NLP), the quest for models genuinely understanding and…

1 year ago

Fact-Checking With Large Language Models (LLMs): Is It A Powerful NLP Verification Tool?

Can a Machine Tell a Lie? Picture this: you're scrolling through social media, bombarded by claims about the latest scientific…

1 year ago

Top 10 Most Useful Natural Language Processing (NLP) Tools [Libraries & Frameworks] LLMs Included

What are Common Natural Language Processing (NLP) Tools? Natural Language Processing (NLP) tools are software components, libraries, or frameworks designed…

1 year ago

LLMOps: What Is It and How To Implement Best Practices

What is LLMOps? The world of artificial intelligence (AI) is constantly evolving, with new advancements emerging at an unprecedented pace.…

2 years ago

Generative Artificial Intelligence (AI) Made Simple [Complete Guide With Models & Examples]

What is Generative Artificial Intelligence (AI)? Generative artificial intelligence (GAI) is a type of AI that can create new and…

2 years ago

How To Guide To Chat-GPT, GPT-3 & GPT-4 Prompt Engineering [10 Types]

What is GPT prompt engineering? GPT prompt engineering is the process of crafting prompts to guide the behaviour of GPT…

2 years ago