In terms of applications of CodeT5, the Salesforce team plans to use it to build an AI-powered coding assistant for Apex developers. Below you can see an example of a coding assistant with three code intelligence capabilities and powered by CodeT5:
- Text-to-code generation : It can generate code based on the natural language description
- Code autocompletion : It can complete the whole function of code given the target function name
- Code summarization : It can generate the summary of a function in natural language description
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The Salesforce team has created and open-sourced a new identifier-aware unified pre-trained encoder-decoder model called CodeT5 . So far, they have demonstrated state-of-the-art results in multiple code-related downstream tasks ...
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Because CLIP doesn't need to be trained on specific phrases, it's perfectly suited for searching large catalogs of images. It doesn't need images to be tagged and can do natural language search.
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