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DialectGen-stable-diffusion-1.5-text-encoder

uclanlp / DialectGen-stable-diffusion-1.5-text-encoder

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Total runs: 4
24-hour runs: 0
7-day runs: -3
30-day runs: -4
Model's Last Updated: October 18 2025

Introduction of DialectGen-stable-diffusion-1.5-text-encoder

Model Details of DialectGen-stable-diffusion-1.5-text-encoder

Paper: DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation 

@article{zhou2025dialectgen,
  title={DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation},
  author={Zhou, Yu and An, Sohyun and Deng, Haikang and Yin, Da and Peng, Clark and Hsieh, Cho-Jui and Chang, Kai-Wei and Peng, Nanyun},
  journal={arXiv preprint arXiv:2510.14949},
  year={2025}
}

This is a text encoder of Stable Diffusion 1.5 trained with the Dialect Learning , Polysemy Control , and Image KL Regularization losses described in the paper. By replacing the original text encoder with this one, images can be generated using the fine-tuned model. This encoder substantially enhances dialect robustness across all five dialects (African American English, British English, Chicano English, Indian English, Singaporean English), achieving performance comparable to the base model's Standard American English (SAE) score while incurring negligible degradation on SAE MSCOCO and polysemy evaluations. Please refer to the code repository for more details.

Runs of uclanlp DialectGen-stable-diffusion-1.5-text-encoder on huggingface.co

4
Total runs
0
24-hour runs
0
3-day runs
-3
7-day runs
-4
30-day runs

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DialectGen-stable-diffusion-1.5-text-encoder huggingface.co Url

https://huggingface.co/uclanlp/DialectGen-stable-diffusion-1.5-text-encoder

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DialectGen-stable-diffusion-1.5-text-encoder install

DialectGen-stable-diffusion-1.5-text-encoder is an open source model from GitHub that offers a free installation service, and any user can find DialectGen-stable-diffusion-1.5-text-encoder on GitHub to install. At the same time, huggingface.co provides the effect of DialectGen-stable-diffusion-1.5-text-encoder install, users can directly use DialectGen-stable-diffusion-1.5-text-encoder installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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