[ML News] DeepMind's Flamingo Image-Text model | Locked-Image Tuning | Jurassic X & MRKL

#flamingo #mlnews #tech

Your updates directly from the state of the art in Machine Learning!

OUTLINE:
0:00 - Intro
0:30 - DeepMind's Flamingo: Unified Vision-Language Model
8:25 - LiT: Locked Image Tuning
10:20 - Jurassic X & MRKL Systems
15:05 - Helpful Things
22:40 - This AI does not exist

References:
DeepMind's Flamingo: Unified Vision-Language Model
https://www.deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model
https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/tackling-multiple-tasks-with-a-single-visual-language-model/flamingo.pdf
https://twitter.com/Inoryy/status/1522621712382234624

LiT: Locked Image Tuning
https://ai.googleblog.com/2022/04/locked-image-tuning-adding-language.html
https://google-research.github.io/vision_transformer/lit/

Jurassic X & MRKL Systems
https://www.ai21.com/blog/jurassic-x-crossing-the-neuro-symbolic-chasm-with-the-mrkl-system#reading
https://arxiv.org/pdf/2205.00445.pdf
https://arxiv.org/pdf/2204.10019.pdf
https://studio.ai21.com/jurassic-x

StyleGAN Human
https://stylegan-human.github.io/
https://github.com/stylegan-human/StyleGAN-Human?utm_source=pocket_mylist
https://huggingface.co/spaces/hysts/StyleGAN-Human

Helpful Things
https://github.com/rish-16/grafog
https://huggingface.co/bertin-project/bertin-gpt-j-6B
https://github.com/pytorch/torchdistx
https://pytorch.org/torchdistx/latest/fake_tensor.html
https://github.com/Netflix/vectorflow?utm_source=pocket_mylist
https://iclr-blog-track.github.io/2022/03/25/ppo-implementation-details/
https://twitter.com/DeepMind/status/1517146462571794433
https://github.com/ai-forever/mgpt
https://github.com/cleanlab/cleanlab
https://efficientdlbook.com/?utm_source=pocket_mylist
https://minihack-editor.github.io/
https://mugen-org.github.io/
https://www.amazon.science/blog/amazon-releases-51-language-dataset-for-language-understanding
https://github.com/phuselab/openFACS?utm_source=pocket_mylist
https://medium.com/pytorch/avalanche-and-end-to-end-library-for-continual-learning-based-on-pytorch-a99cf5661a0d

This AI does not exist
https://thisaidoesnotexist.com/

Links:
Merch: https://ykilcher.com/merch
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/yannic-kilcher
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/yannickilcher
Patreon: https://www.patreon.com/yannickilcher
Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq
Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2
Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m
Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n