Essentials of Large Language Models: A Beginner’s Journey
Beginner
14 Lessons
2h
Certificate of Completion
Takeaway Skills
An understanding the language models, large language models, and their key differences
Familiarity with the components of LLMs and their basic architecture
Working knowledge capabilities, types of LLMs, along with their importance and limitations
An understanding of the working of GPT-2 as a LLM
Hands-on experience in fine-tuning LLM to specific datasets and its evaluation
Course Overview
In this course, you will acquire a working knowledge of the capabilities and types of LLMs, along with their importance and limitations in various applications. You will gain valuable hands-on experience by engaging in the fine-tuning of LLMs to specific datasets, followed by the evaluation of their performance. You will start with an introduction to large language models, components, capabilities, and their types. Next, you will be introduced to GPT-2 as an example of a large language model. Then, you wi...Show More
Course Content
Course Overview
Getting Started with LLMs
Fine-Tuning LLMs
Wrap Up
How You'll Learn
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