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[Feature Request] Support Stable-DiffCoder Model #36

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@Seas0

Hello, I am a contributor to the Stable-DiffCoder model, a new open-source code diffusion Large Language Model trained from standard AR model's weight that recently achieved state-of-the-art performance among 8B-scale models.

Given dInfer's position as a leading efficient framework for Diffusion LLMs, I believe integrating Stable-DiffCoder would be a highly valuable addition to the framework's supported model library and our model. I am interested in contributing to this integration and would like to discuss the roadmap.

I am happy to assist with the implementation details like model architecture and sampling tricks.

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