The MLOps Podcast

🎨 Stable Diffusion and generative models with David Marx

Jan 19, 2023

01:14:17

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Highlights

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Episode notes

Is There a Cure of Specialization in Machine Learning?

02:50

I'm the Machine Learning That Is Going to Automate You Away

03:14

I Was a Data Scientist, I Should Just Buy My Own GPU

03:36

Introduction

3min

How Do You Get Into Machine Learning?

4min

Exactly. Good Developers Shouldn't Be Lazy, Right?

4min

Coursera - Should I Go to Grad School?

2min

Getting Into a Data Science Consulting Firm After Grad School

3min

I'm the Machine Learning That Is Going to Automate You Away

3min

Data Scientist - Data Scientist Role in an Organization

2min

Is There a Constant in the Way That You Describe Your Path?

3min

Are You a Researcher?

4min

10.

Is Good Enough the Best Way to Go?

2min

11.

Is There a Cure of Specialization in Machine Learning?

3min

12.

I Was a Data Scientist, I Should Just Buy My Own GPU

4min

13.

The Clip Plus VQgan Technique

3min

14.

Open Source Machine Learning - What Do You Need to Be Able to Contribute?

5min

15.

Deep Learning

2min

16.

The Stable Diffusion API

5min

17.

Using Classifier Free Guidance

3min

18.

How Do You Develop the Skills That You Need to Be a Data Scientist?

6min

19.

I'm Just Learning for the Sake of Learning

3min

20.

Is Stable Diffusion Still Python?

3min

21.

Do You Have Any Counterintuitive Challenges With GPU Inference?

4min

22.

Is Open Source a Good Way to Learn?

2min

23.

IKEA Lego Sets - Is That a Tree House or an Ewoks?

2min

In this episode, I speak with David Marx, Distinguished Engineer at Stability AI. This talk dives into how David got into machine learning, open-source software, and Stability AI. We discuss following your curiosity, and what it takes to deploy a model like Stable Diffusion to production.

Watch the video: https://youtu.be/49dsoDK1KCA

Join our Discord community: https://discord.gg/tEYvqxwhah

Relevant Links:

🛌 Big Sleep by Ryan Murdock – https://colab.research.google.com/drive/1NCceX2mbiKOSlAd_o7IU7nA9UskKN5WR?usp=sharing (Author – https://sigmoid.social/@Adverb)

➡️ David Marx on LinkedIn – https://www.linkedin.com/in/david-marx-b0a5bb14/

➡️ David Marx on Twitter – https://twitter.com/DigThatData

Recommendation Links:

📚 Guerrilla Analytics – https://guerrilla-analytics.net/

💿 Contribute to open source!

🧱 Build lego! It's awesome

🌐 Check Out Our Website! https://dagshub.com

Social Links:

➡️ LinkedIn: https://www.linkedin.com/company/dagshub

➡️ Twitter: https://twitter.com/TheRealDAGsHub

➡️ Dean Pleban: https://twitter.com/DeanPlbn

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