NLP with Transformers and the Hugging Face Ecosystem with Lewis Tunstall and Leandro von Werra

NLP with Transformers and the Hugging Face Ecosystem with Lewis Tunstall and Leandro von Werra

00:00:00 Introduction
00:02:23 Plan of attack
00:04:33 Transformers in the wild
00:06:38 What is a Transformer? 🤖
00:20:32 Three types of architectures
00:24:48 The modern paradigm
00:31:55 Main challenges
00:36:11 Can we do better?
00:37:32 The 🤗 Ecosystem
00:44:49 Notebook 1: Tranformers tour
01:24:49 Notebook 2: Fine-tuning your first Transformer
02:22:07 The Hub
02:25:26 Notebook 3: Spaces – Building ML applications with a few lines of code

Massive thank you to Lewis Tunstall and Leandro von Werra for this excellent workshop, walking us through the process, from raw data to deploying a full-blown ML demo application.

🧠 🤖 Find notebooks and slides on GitHub https://github.com/huggingface/workshops/tree/main/machine-learning-tokyo

📚 Read more about the workshop https://www.mlt.ai/hands-on-transformers-workshop

=========================

MLT



🍎 site: http://mlt.ai/

👩‍💻 github: https://github.com/Machine-Learning-Tokyo

📖 slack: https://machinelearningtokyo.slack.com/messages
🚗 twitter: https://twitter.com/__MLT__

⭐️ meetup: https://www.meetup.com/Machine-Learning-Tokyo/

MLTAIMachine Learning

Post a Comment

0 Comments