Description
Cut the gut out of llm: design LLM from scratch is a course on how to build large language models (LLMs) published by Udemy Online Academy. You will learn how language models process text, manage context, and produce output, while gaining hands-on experience building tokenizers, neural architectures, attention mechanisms, and training pipelines. The course emphasizes a fundamental approach and shows you how to optimize model performance, efficiently manage data, and implement scalable training and inference workflows.
In an era where large language models (LLMs) are at the forefront of AI, knowing how to call an API is not enough to set you apart. Mastery comes from understanding the underlying architecture, mechanics, and fine-tuning techniques behind these powerful models. This course is designed for those who want to go beyond the basics and learn to build a large language model (LLM) from scratch and gain insight into the internal components that make them work. With these skills, you will not only become proficient in using LLMs, but also develop the expertise needed to lead in this cutting-edge field. This course is perfect for developers, data scientists, and AI enthusiasts who are ready to delve deeper into the evolving world of large language models.
What you will learn in Cut the gut out from llm: design LLM from zero:
- How to preprocess large datasets
- How to convert text to vector embedding
- How to design transformer architecture and coding attention mechanism
- How to train and tune a gpt model from scratch for text generation and classification
- And…
Course specifications
Publisher: Udemy
Instructors: Tylor Chen
Language: English
Level: Intermediate
Number of Lessons: 26
Duration: 9 hours and 34 minutes
Course topics
Cut the gut out from llm: design LLM from zero Prerequisites
one year python programming experience and basic knowledge for deep learning
Pictures
Cut the gut out from llm: design LLM from zero introduction video
Installation guide
After Extract, watch with your favorite Player.
Subtitle: None
Quality: 1080p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
5.8 GB
