LongWriter: Generating Extended Text with Large Language Models
Offered By: Sam Witteveen via YouTube
Course Description
Overview
Explore the capabilities of LongWriter, a specialized model for generating extensive outputs in a single pass of a large language model. Dive into the paper and corresponding models, examining LongWriter's unique approach to long-form content generation. Watch a demonstration of LongWriter in action, learn about its dataset and evaluation methods, and discover the AgentWrite component. Gain insights into the model's performance through a Hugging Face Space demo and see it applied using Llama 3.1. Access additional resources, including a Colab notebook and GitHub repositories, to further your understanding of this innovative technology for tackling lengthy writing tasks.
Syllabus
Intro
LongWriter
LongWriter Demo
LongWriter Paper
LongWriter DataSet
AgentWrite
LongWriter Evaluation
LongWriter Hugging Face Space
LongWriter Demo using Llama 3.1
Taught by
Sam Witteveen
Related Courses
Intro to Deep Learning with PyTorchFacebook via Udacity Natural Language Processing with Sequence Models
DeepLearning.AI via Coursera Deep Learning
Universidad AnĂ¡huac via edX Create a Superhero Name Generator with TensorFlow
Coursera Project Network via Coursera Natural Language Generation in Python
DataCamp