Add torch.compile Support For Mamba (#31247)
* modify mamba cache
* set up cache
* add test
* [run-slow] mamba
* [run-slow] mamba
* address comments
* [run-slow] mamba
* use_cache_position
* [run-slow] mamba
* [run-slow] mamba
* [run-slow] mamba
* [run-slow] mamba
* fix
* cache in generate
* [run-slow] mamba
* address comments
* [run-slow] mamba
* [run-slow] mamba
* address comments
* [run-slow] mamba
* fix
* [run-slow] mamba
* fix
* [run-slow] mamba
* fix cache name
* [run-slow] mamba
