Architecture behind Amazon CloudWhisperer

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Hi, I am currently working on my bachelor thesis about AI-powered tools and would like to investigate CodeWhisperer as well. Does anyone know what architecture was used for CodeWhisperer? I assume a Transformer architecture, but I can't find any information about it. Amazon just say that they used Large Language Models. Does anybody know where to find some technical papers relevant to this topic?

asked 10 months ago379 views
2 Answers
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Hi, you may be interested by this article on Amazon Science: https://www.amazon.science/latest-news/aws-codewhisperer-creates-computer-code-from-natural-language

It is probably not the level of details that you wish, but a careful reading "between the lines" will give you interesting aspects of CodeWhisperer design: attention to latency, trustworthiness of code, etc.

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EXPERT
answered 10 months ago
profile pictureAWS
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iBehr
reviewed 10 months ago
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Hi, It would be difficult to get the eyes-on on the core architecture of Amazon CodeWhisperer; as like other services, only high-level details might be shared by Amazon for its services/features.

In addition to the above link shared, you might find the below link interesting - https://www.amazon.science/blog/amazon-sponsored-workshop-advances-deep-learning-for-code

PS: If you think this answer has somehow solved your problem and might help others looking for same query, kindly mark acceptance of this answer, thanks.

AWS
answered 10 months ago

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