Skip to content

Can’t create an inference service for models that depend on packages i.e. espeak #128

@ghubnerr

Description

@ghubnerr

I'm trying to deploy an inference endpoint for a speech-to-IPA model on SageMaker, using HuggingFace's toolkit for "facebook/wav2vec2-lv-60-espeak-cv-ft", which depends on espeak (sudo yum install speak) to perform some speech conversions. The VM that the service spins up doesn't contain the option for me to input a specific package to be installed or a script to do so.

ModelError: An error occurred (ModelError) when calling the InvokeEndpoint operation: Received client error (400) from primary with message "{
  "code": 400,
  "type": "InternalServerException",
  "message": "espeak not installed on your system"
}```

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions