CODEFUSION by Microsoft: A Pre-trained Diffusion Model for Code Generation
CODEFUSION is a new innovative model from Microsoft that use diffusion model for code generation.
In this video we dive into the research paper that introduce the model, titled: "CODEFUSION: A Pre-trained Diffusion Model for Code Generation", to understand why it is needed, how it works, and well does it perform.
We start by providing a recap for what are diffusion models, which are the backbone architecture for the top text-to-image generation models, such as Stable Diffusion.
But how does it work for code?
We explain the CODEFUSION model architecture and show how it is built in order to generate code using text prompt, and explain how it is being trained.
Finally, we review interesting results from the paper that show the potential of this innovative approach.
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Read our post - https://aipapersacademy.com/codefusion/
Paper page - https://arxiv.org/abs/2310.17680
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Chapters:
0:00 Why CODEFUSION Is Needed
1:16 Diffusion Models Recap
2:16 How CODEFUSION Works
4:25 Results