🤖Can diffusion models write code competitively?
Excited to share our latest 7B coding diffusion LLM!!💻
With DiffuCoder, we explore how they decode, why temperature🔥 matters, and how to improve them via coupled-GRPO that speaks diffusion!!📈
Code: github.com/apple/ml-diffu…
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Our latest survey, “Large Language Models in Software Security: A Survey of Vulnerability Detection Techniques and Insights”, is now available on arXiv! 📄
💡Check it out here: arxiv.org/abs/2502.07049
🔍 We explore how LLMs are transforming software vulnerability detection.
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Researcher in AI, Machine Learning, Robotics, etc.
ACM Turing Award Laureate.
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4K Followers 300 FollowingI am an associate professor at UT Austin. I do research at the intersection of computer graphics, computer vision, and machine learning.
2K Followers 2K FollowingPh.D. Student @PrincetonCS. Prev @Stanford @UW @pika_labs @MSFTResearch @UofIllinois. I used to work on computer vision, but it's not all I do.
2K Followers 2K FollowingRunning many smol experiments on local llms and diffusion models. CEO @ https://t.co/N4n4dXwLhC 🐂 ex IBM Watson. Host of ArXiv Dives & Fine Tuning Fridays.
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