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- Added a model car (4edbfe60e09d92aef82630a7c1474b93c4a4fc76)
- Update README.md (8c055d3d49aacef635f4257d29c1d1c847bd3c17)
- Update README.md (d57e016ccda7066db1c34b066d346f2ab9e5de7a)
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Co-authored-by: Anush Shetty <[email protected]>

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  1. README.md +27 -0
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ pipeline_tag: sentence-similarity
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+ ---
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+
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+ ONNX port of [BAAI/bge-large-en-v1.5](https://huggingface.co/BAAI/bge-large-en-v1.5) for text classification and similarity searches.
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+
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+ ### Usage
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+
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+ Here's an example of performing inference using the model with [FastEmbed](https://github.com/qdrant/fastembed).
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+
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+ ```py
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+ from fastembed import TextEmbedding
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+
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+ documents = [
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+ "You should stay, study and sprint.",
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+ "History can only prepare us to be surprised yet again.",
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+ ]
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+
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+ model = TextEmbedding(model_name="BAAI/bge-large-en-v1.5")
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+ embeddings = list(model.embed(documents))
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+
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+ # [
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+ # array([1.96449570e-02, 1.60677675e-02, 4.10149433e-02...]),
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+ # array([-1.56669170e-02, -1.66313536e-02, -6.84525725e-03...])
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+ # ]
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+ ```