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miguelwon avatar miguelwon commented on September 23, 2024

I solved the issue by adding the parameter transformer-token-type-ids to my component:

        components=[Component(id="e5", type="hugging-face-embedder",
            parameters=[
                Parameter("transformer-model", {"path": "models/multilingual_e5_small.onnx"}),
                Parameter("tokenizer-model", {"path": "models/tokenizer.json"}),
                Parameter("transformer-token-type-ids", args=dict(), children=""),
                Parameter("normalize", args=dict(), children="true")
        ])]

or in the services.xml:

        <component id="e5" type="hugging-face-embedder">
            <transformer-model path="models/multilingual_e5_small.onnx"/>
            <tokenizer-model path="models/tokenizer.json"/>
            <transformer-token-type-ids/>
            <normalize>true</normalize>
        </component>

from sample-apps.

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