FEAT Faster Greedy Coordinate Gradient algorithm (GCG)

[romanlutz]

Is your feature request related to a problem? Please describe.

There are several papers or blogs claiming to speed up GCG.

• https://arxiv.org/html/2403.01251v2 with repo https://github.com/zhaoyiran924/Probe-Sampling/tree/main
• https://www.haizelabs.com/technology/making-a-sota-adversarial-attack-on-llms-38x-faster

Describe the solution you'd like

Having a faster version of GCG would help a lot because it currently takes at least an hour to generate single suffix.