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The Ultimate Guide to Fine-Tuning LLMs from Basics to Breakthroughs

Key Concepts Explained   Large Language Models (LLMs): – LLMs are sophisticated AI systems designed to understand and generate human language. They are trained on vast amounts of text data, learning the structure and nuances of language, enabling them to perform tasks like translation, summarization, and conversation.   Fine-Tuning vs. Pre-Training: – Pre-Training: In this…

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Understanding Pegasus Malware: The Stealthy Spyware

What is Pegasus Malware? Pegasus is an advanced spyware developed by NSO Group, an Israeli cybersecurity company. It is designed to infiltrate smartphones, both iOS and Android, with the goal of extracting a wide range of sensitive data without the user’s knowledge. This includes text messages, call logs, emails, key logs, photos, videos, location data,…

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Prompt Engineering

Prompt Engineering Guide Prompt engineering is a relatively new discipline for developing and optimizing prompts to efficiently use language models (LMs) for a wide variety of applications and research topics. Prompt engineering skills help to better understand the capabilities and limitations of large language models (LLMs). Researchers use prompt engineering to improve the capacity of…

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LLM

Large Language Models

Course on Large Language Models NOTE: You’re only meant to change code marked with “# TODO:” Table of Contents Setting Up API Key Configuration Connecting to OpenAI API Exploring the API Creating Chat Completions Understanding Completion Parameters Prompt Engineering Crafting Effective Prompts Strategies and Best Practices Advanced Techniques Utilizing Embeddings Function Calling in LLMs Extras…

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Everything You Need to Know About SciPy

Everything You Need to Know About SciPy

What is SciPy? SciPy is an interactive Python session used as a data-processing library that is made to compete with its rivalries such as MATLAB, Octave, R-Lab, etc. It has many user-friendly, efficient, and easy-to-use functions that help to solve problems like numerical integration, interpolation, optimization, linear algebra, and statistics. The benefit of using the…

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