This LLM for beginners course offers a working knowledge of the capabilities and types of LLM and practical experience of fine-tuning GPT2 on specific datasets.
Beginner
14 Lessons
2h
Certificate of Completion
This LLM for beginners course offers a working knowledge of the capabilities and types of LLM and practical experience of fine-tuning GPT2 on specific datasets.
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This course includes
This course includes
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 fine-tuning LLMs to specific datasets and evaluating their performance. You will start with an introduction to large language models, looking at components, capabilities, and their types. Next, you will be introduced to GPT-2 as an example of a large language model. Then, you will learn how to fine-tun...Show More
TAKEAWAY SKILLS
Artificial Intelligence
Large Language Models (llms)
Natural Language Processing
Transformer Models
What You'll Learn
An understanding of language models, large language models, and their key differences
Familiarity with the components of LLMs and their basic architecture
Working knowledge of the types of LLMs, along with their importance and limitations
An understanding of GPT-2 as a large language model
Hands-on experience in fine-tuning LLMs to specific datasets and evaluating their performance
What You'll Learn
An understanding of language models, large language models, and their key differences
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Course Content
Course Overview
Getting Started with LLMs
Fine-Tuning LLMs
Wrap Up
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