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Evaluating Large Language Models: Methods, Best Practices & Tools

Learn what is LLM evaluation and why is it important. Explore 7 effective methods, best practices, and evolving frameworks for assessing LLMs' performance and impact across industries.
Armin Norouzi
October 20, 2023
August 31, 2023

Jailbreaking Large Language Models: Techniques, Examples, Prevention Methods

What does LLM jailbreaking really means, and what are its consequences? Explore different jailbreaking techniques, real-world examples, and learn how to secure your AI applications against this vulnerability.
Blessin Varkey
October 20, 2023
September 19, 2023

Foundation Models Explained: Everything You Need to Know

Foundation models have taken center stage in conversations, signifying a significant transformation in the field of machine learning approaches. Gain insights into their functioning, practical applications, constraints, and the hurdles involved in adopting them to your specific use case.
Deval Shah
October 20, 2023
September 7, 2023
10
min read
AI Security

OWASP Top 10 for Large Language Model Applications Explained: A Practical Guide

In this practical guide, we’ll give you an overview of OWASP Top10 for LLMs, share examples, strategies, tools, and expert insights on how to address risks outlined by OWASP. You’ll learn how to securely integrate LLMs into your applications and systems while also educating your team.
Lakera Team
October 20, 2023
September 28, 2023

The Ultimate Guide to LLM Fine Tuning: Best Practices & Tools

What is model fine tuning and how can you fine-tune LLMs to serve your use case? Explore various Large Language Models fine tuning methods and learn about their benefits and limitations.
Armin Norouzi
October 20, 2023
September 13, 2023
12
min read

Introduction to Large Language Models: Everything You Need to Know for 2025 [+Resources]

Large language models (LLMs) are driving many of the recent advancements in AI. But what makes them so impactful, and how do they actually work? This guide explains what LLMs are, how they’re used, and the different ways they can be implemented—along with practical examples.
Avi Bewtra
October 20, 2023
September 17, 2023
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