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Hi Everyone! I Faced The Problem With Clearml-Serving. I'Ve Deployed Onnx Model From Higgingface In Clearml-Serving, But

Hi everyone!

I faced the problem with ClearML-serving. I've deployed onnx model from higgingface in clearml-serving, but "Error processing request: Error: Failed loading pre process code for '<>': No module named 'transformers'" appears when trying to send a request like in example.

Preprocessing file just like in example.

The transformers package has been installed with CLEARML_EXTRA_PYTHON_PACKAGES variable in serving service deployment file.

Anyone got any ideas?

Thanks in advance

Posted 11 months ago
Votes Newest

Answers 4

Hi! You should add extra packages in your docker-compse through your env file, they'll get installed when building the serving container. In this case you're missing the transformers package.

You'll also get the same explanation here .

Posted 11 months ago

Hey! Sorry, didn't fully read your question and missed that you already did it. It should not be done inside the clearm-serving-triton service but instead inside the clearml-serving-inference service. This is where the preprocessing script is ran and it seems to be where the error is coming from.

Posted 11 months ago

@<1523701118159294464:profile|ExasperatedCrab78> Thank you! It have solved the problem!

Posted 11 months ago

We use variables from .env file inside the clearm-serving-triton image, because we use helm chart to clearml-serving spinning. And still face the error

Posted 11 months ago
4 Answers
11 months ago
11 months ago