ZhongzeCai/DualGA

Towards Better Statistical Understanding of Watermarking LLMs

Towards Better Statistical Understanding of Watermarking LLMs

Structure

The WatermarkAlgorithm folder holds the watermarking algorithms. Our Dual Gradient Ascent algorithm is implemented in WatermarkAlgorithm/utils/DualGD_generator.py.

Experiments

The experiments folder holds the experiment scripts on 3 most standard settings. When running the scrips, make sure to replace the "path/to/..." parts with the real path.

Acknowledgements

The codes are based on the following repositories:

• https://github.com/jwkirchenbauer/lm-watermarking
• https://github.com/facebookresearch/llama/
• https://github.com/facebookresearch/three_bricks
• https://github.com/jthickstun/watermark