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
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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/
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