[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-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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