Add examples/vertex-ai/notebooks/deploy-flux-on-vertex-ai (#76)

* Add `examples/vertex-ai/notebooks/deploy-flux-on-vertex-ai`

* Add missing `gcloud auth application-default login`

* Add `deploy-flux-on-vertex-ai` in examples listing

* Add `IPython.display` for `Pillow` image

Co-authored-by: Philipp Schmid <[email protected]>

---------

Co-authored-by: Philipp Schmid <[email protected]>

Author: alvarobartt

README.md

@@ -61,3 +61,4 @@ The [`examples`](./examples) directory contains examples for using the container
 | Vertex AI | [deploy-embedding-on-vertex-ai](./examples/vertex-ai/notebooks/deploy-embedding-on-vertex-ai)           | Deploying an embedding model with Text Embeddings Inference (TEI) on Vertex AI.                                                                 |
 | Vertex AI | [deploy-gemma-on-vertex-ai](./examples/vertex-ai/notebooks/deploy-gemma-on-vertex-ai)                   | Deploying Gemma 7B Instruct with Text Generation Inference (TGI) on Vertex AI.                                                                  |
 | Vertex AI | [deploy-gemma-from-gcs-on-vertex-ai](./examples/vertex-ai/notebooks/deploy-gemma-from-gcs-on-vertex-ai) | Deploying Gemma 7B Instruct with Text Generation Inference (TGI) from a GCS Bucket on Vertex AI.                                                |
+| Vertex AI | [deploy-flux-on-vertex-ai](./examples/vertex-ai/notebooks/deploy-flux-on-vertex-ai)                     | Deploying FLUX with Hugging Face PyTorch DLCs for Inference on Vertex AI.                                                                       |

examples/vertex-ai/README.md

@@ -21,6 +21,7 @@ For Google Vertex AI, we differentiate between the executable Jupyter Notebook e
 | [deploy-embedding-on-vertex-ai](./notebooks/deploy-embedding-on-vertex-ai)           | Deploying an embedding model with Text Embeddings Inference (TEI) on Vertex AI.                                                                 |
 | [deploy-gemma-on-vertex-ai](./notebooks/deploy-gemma-on-vertex-ai)                   | Deploying Gemma 7B Instruct with Text Generation Inference (TGI) on Vertex AI.                                                                  |
 | [deploy-gemma-from-gcs-on-vertex-ai](./notebooks/deploy-gemma-from-gcs-on-vertex-ai) | Deploying Gemma 7B Instruct with Text Generation Inference (TGI) from a GCS Bucket on Vertex AI.                                                |
+| [deploy-flux-on-vertex-ai](./notebooks/deploy-flux-on-vertex-ai)                     | Deploying FLUX with Hugging Face PyTorch DLCs for Inference on Vertex AI.                                                                       |
 
 ## Pipelines