[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

GitHub Copilot is generally available to all developers

FOSS Org leaves GitHub
https://www.theregister.com/2022/06/30/software_freedom_conservancy_quits_github/
https://sfconservancy.org/blog/2022/jun/30/give-up-github-launch/
https://sfconservancy.org/GiveUpGitHub/
https://sfconservancy.org/docs/SupportGiveUpGitHub-README-snippet.md

Google’s Internal ML Code Completion
https://ai.googleblog.com/2022/07/ml-enhanced-code-completion-improves.html

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-in-preview-amazon-codewhisperer-ml-powered-coding-companion/
https://aws.amazon.com/codewhisperer/
https://aws.amazon.com/codewhisperer/features/

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/torchdim
https://www.mosaicml.com/blog/farewell-oom
https://github.com/hristo-vrigazov/mmap.ninja#when-do-i-use-it

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