Practical AI: Machine Learning, Data Science, LLM

🤗 All things transformers with Hugging Face

Jul 27, 2020

46:43

Creator website

AI Chapters

Episode notes

Introduction

5min

How I Came Into the Field of AI and NLP

4min

The Evolution of Machine Learning in the Field

3min

The History of Hugging Face

2min

The State of Hugging Face

3min

Transformers: A New Architecture for Natural Language Processing

2min

Attention Is All You Need

2min

The Scale of a Transformer

3min

The Importance of Fine Tuning Models

2min

10.

Transformers: The Future of Deep Learning

4min

11.

The Growth of the Model Hub

2min

12.

How Open Source Data Sets and NLP Interact and Influence One Another

2min

13.

How I Managed ICLR's Virtual Conference

4min

14.

The Future of Research Conferences

3min

15.

The Future of NLP

3min

16.

The Future of Open Source

2min

Sash Rush, of Cornell Tech and Hugging Face, catches us up on all the things happening with Hugging Face and transformers. Last time we had Clem from Hugging Face on the show (episode 35), their transformers library wasn’t even a thing yet. Oh how things have changed! This time Sasha tells us all about Hugging Face’s open source NLP work, gives us an intro to the key components of transformers, and shares his perspective on the future of AI research conferences.

Join the discussion

Changelog++ members save 2 minutes on this episode because they made the ads disappear. Join today!

Sponsors:

DigitalOcean – DigitalOcean’s developer cloud makes it simple to launch in the cloud and scale up as you grow. They have an intuitive control panel, predictable pricing, team accounts, worldwide availability with a 99.99% uptime SLA, and 24/7/365 world-class support to back that up. Get your $100 credit at do.co/changelog.
The Brave Browser – Browse the web up to 8x faster than Chrome and Safari, block ads and trackers by default, and reward your favorite creators with the built-in Basic Attention Token. Download Brave for free and give tipping a try right here on changelog.com.
Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com.

Featuring:

Sasha Rush – Twitter, Website
Chris Benson – Twitter, GitHub, LinkedIn, Website
Daniel Whitenack – Twitter, GitHub, Website

Show Notes:

Giveaway details!! Check this blog post for all the details to win a free copy of Dracula PRO && 14 Habits of Highly Productive Developers

Something missing or broken? PRs welcome!

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Practical AI: Machine Learning, Data Science, LLM

🤗 All things transformers with Hugging Face

Get the Snipdpodcast app

AI-poweredpodcast player

Discoverhighlights

Save anymoment

Share& Export

AI-poweredpodcast player

Discoverhighlights

Get the Snipd
podcast app

AI-powered
podcast player

Discover
highlights

Save any
moment

Share
& Export

AI-powered
podcast player

Discover
highlights