#mlnews #gpt3 #pathways

Your updates on the latest and greatest from the depths of Machine Learning!

Sponsor: Weights & Biases

https://wandb.me/yannic

OUTLINE:

0:00 - Intro

0:15 - Weights & Biases Report about Reports

2:45 - GPT-3 learns to edit

6:30 - Make-A-Scene: Text-to-Image with Human Priors

8:00 - Pathways: Google's new High-Performance ML scheduler

10:45 - DouBlind: Open Peer-Review

12:45 - CLIP meets GamePhysics

14:40 - Residual Quantization pushes Image Generation SOTA

16:15 - Helpful Things

References:

Weights & Biases Report about Reports

https://wandb.ai/wandb/wandb_example/...

GPT-3 learns to edit

https://openai.com/blog/gpt-3-edit-in...

https://beta.openai.com/playground?mo...

Make-A-Scene: Text-to-Image with Human Priors

https://arxiv.org/pdf/2203.13131.pdf

https://www.youtube.com/watch?v=QLTyq...

Pathways: Google's new High-Performance ML scheduler

https://arxiv.org/pdf/2203.12533.pdf

DouBlind: Open Peer-Review

https://doublind.com/#web-intro

https://doublind.com/search?query=kil...

CLIP meets GamePhysics

https://arxiv.org/pdf/2203.11096.pdf

https://www.reddit.com/r/GamePhysics/...

https://asgaardlab.github.io/CLIPxGam...

Residual Quantization pushes Image Generation SOTA

https://arxiv.org/pdf/2203.01941.pdf

https://github.com/kakaobrain/rq-vae-...

Helpful Things

https://github.com/TDAmeritrade/stumpy

https://github.com/linkedin/fasttreeshap

https://github.com/vopani/jaxton

https://twitter.com/mark_riedl/status...

https://github.com/eilab-gt/NovGrid

https://developer.nvidia.com/isaac-gym

https://github.com/NVIDIA-Omniverse/I...

Links:

Merch: store.ykilcher.com

TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick

YouTube: https://www.youtube.com/c/yannickilcher

Twitter: https://twitter.com/ykilcher

Discord: https://discord.gg/4H8xxDF

BitChute: https://www.bitchute.com/channel/yann...

LinkedIn: https://www.linkedin.com/in/ykilcher

BiliBili: https://space.bilibili.com/2017636191

If you want to support me, the best thing to do is to share out the content :)

If you want to support me financially (completely optional and voluntary, but a lot of people have asked for this):

SubscribeStar: https://www.subscribestar.com/yannick...

Patreon: https://www.patreon.com/yannickilcher

Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq

Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2

Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m

Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n