[`Gemma Embedding`] Fix SWA (huggingface#40700)

* fix gemma embedding flash attention

* fix sdpa

* fix atttempt number 2

* alternative gemma fix

* fix modular

Adds tag v4.56.1 for pypi

Adds tag v4.56.0 for pypi

adds tag for pypi

Fixes huggingface#40262

Adds tag 4.55.0-GLM-4.5V-preview-\GLM-4.5V-preview for GitHub

Adds tag 4.55.0-GLM-4.5V-preview for GitHub

Adds tag v4.55.0 for pypi