Model Garden model id doesn't work when creating TextEmbeddingModel

[jvdb]

I've managed to deploy Mistral-7B-v0.1 to a Vertex AI endpoint. For this I've used its model id in the Model Garden ("mistralai/Mistral-7B-v0.1"). But when I use this id for other things, it doesn't work, for example:

from vertexai.language_models import TextGenerationModel

embeddings_model = TextEmbeddingModel.from_pretrained("mistralai/Mistral-7B-v0.1")
text_model = TextGenerationModel.from_pretrained("mistralai/Mistral-7B-v0.1")

Causes an error with the message "Invalid PublisherModel resource name". What id or package should I use to be able to get things such as a TextEmbeddingModel from a model in the Model Garden?

[Qasim_Taleb]

Hello
I expect you must remove misteralia

TEST
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[jvdb]

Thanks, I tried many different variants of the string, removing the prefix, removing the version, appending @001, making everything lower case, etc. Nothing seems to work.

However, it seems to me that the model garden instance only has the Google stuff available? But there is no documentation that explains where to get a subclass or some other interface to be able to reference the external model garden models...