Skip to content

the task text-classification support in the ONNX export for gemma3_text. #2412

@albertchristianto

Description

@albertchristianto

Feature request

After training Gemma3 for text classification, I tried to run the weight converter from optimum-cli, but got this error message.

Traceback (most recent call last):
 File "/usr/local/bin/optimum-cli", line 8, in <module>
 sys.exit(main())
 ^^^^^^
 File "/usr/local/lib/python3.11/site-packages/optimum/commands/optimum_cli.py", line 219, in main
 service.run()
 File "/usr/local/lib/python3.11/site-packages/optimum/commands/export/onnx.py", line 264, in run
 main_export(
 File "/usr/local/lib/python3.11/site-packages/optimum/exporters/onnx/__main__.py", line 307, in main_export
 raise ValueError(
 ValueError: Asked to export a gemma3_text model for the task text-classification, but the Optimum ONNX exporter only supports the tasks feature-extraction, feature-extraction-with-past, text-generation, text-generation-with-past for gemma3_text. Please use a supported task. Please open an issue at https://github.com/huggingface/optimum/issues if you would like the task text-classification to be supported in the ONNX export for gemma3_text.

Motivation

I would like to deploy my model using Nvidia Triton Server, which will be easier to use .onnx format.

Your contribution

If I could, I could submit a PR for this, and this would be my first time submitting a PR to an open-source project. I would need everyone's guidance to submit a PR

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