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,…

11 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…

1 year 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…

1 year 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…

1 year 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…

2 years 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…

2 years 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…

2 years 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