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onnx_embedding_models

utilities for loading and running text embeddings with onnx

UPDATE: 8-16-2025

Sentence Transformers now appears to have robust support for running arbitrary embedding models with ONNX backend. As such, I would recommend using Sentence Transformers for embeddings inference with ONNX. This package has not been maintained and has some bugs affecting accuracy.

CHANGELOG

0.0.14 - 2024-06-19

  • support for loading from any huggingface repo with from_pretrained (provided it has a tokenizer and some onnx model in it)
  • added mxbai-embed-large to the model registry
  • embedding model .encode method now returns numpy arrays by default instead of lists

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utilities for loading and running text embeddings with onnx

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