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LongWriter: Generating Extended Text with Large Language Models

Offered By: Sam Witteveen via YouTube

Tags

Text Generation Courses Artificial Intelligence Courses Machine Learning Courses LLaMA (Large Language Model Meta AI) Courses Hugging Face Courses

Course Description

Overview

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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

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