[ML News] AI models that write code (Copilot, CodeWhisperer, Pangu-Coder, etc.)

#mlnews #ai #copilot

OUTLINE:
0:00 - Intro
0:20 - Copilot Now Generally Available
3:20 - FOSS Org leaves GitHub
6:45 - Google's Internal ML Code Completion
9:10 - AI Trains Itself to Code Better
14:30 - Amazon CodeWhisperer in Preview
15:15 - Pangu-Coder: A New Coding Model
17:10 - Useful Things

References:
Copilot Now Generally Available
https://github.blog/2022-06-21-github...

FOSS Org leaves GitHub
https://www.theregister.com/2022/06/3...
https://sfconservancy.org/blog/2022/j...
https://sfconservancy.org/GiveUpGitHub/
https://sfconservancy.org/docs/Suppor...

Google's Internal ML Code Completion
https://ai.googleblog.com/2022/07/ml-...

AI Trains Itself to Code Better
https://arxiv.org/abs/2207.14502
https://arxiv.org/pdf/2207.14502.pdf

Amazon CodeWhisperer in Preview
https://aws.amazon.com/blogs/aws/now-...
https://aws.amazon.com/codewhisperer/
https://aws.amazon.com/codewhisperer/...

Pangu-Coder: A New Coding Model
https://arxiv.org/abs/2207.11280
https://arxiv.org/pdf/2207.11280.pdf

Useful Things
https://github.com/qdrant/quaterion
https://github.com/facebookresearch/t...
https://www.mosaicml.com/blog/farewel...
https://github.com/hristo-vrigazov/mm...

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