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  This is the quantized (INT8) ONNX variant of the [bge-micro-v2](https://huggingface.co/TaylorAI/bge-micro-v2) embeddings model created with [DeepSparse Optimum](https://github.com/neuralmagic/optimum-deepsparse) for ONNX export/inference and Neural Magic's [Sparsify](https://github.com/neuralmagic/sparsify) for one-shot quantization.
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- Current list of sparse and quantized bge ONNX models:
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-
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- | Links | Sparsification Method |
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- | --------------------------------------------------------------------------------------------------- | ---------------------- |
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- | [zeroshot/bge-large-en-v1.5-sparse](https://huggingface.co/zeroshot/bge-large-en-v1.5-sparse) | Quantization (INT8) & 50% Pruning |
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- | [zeroshot/bge-large-en-v1.5-quant](https://huggingface.co/zeroshot/bge-large-en-v1.5-quant) | Quantization (INT8) |
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  ```bash
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  pip install -U deepsparse-nightly[sentence_transformers]
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  ```
 
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  This is the quantized (INT8) ONNX variant of the [bge-micro-v2](https://huggingface.co/TaylorAI/bge-micro-v2) embeddings model created with [DeepSparse Optimum](https://github.com/neuralmagic/optimum-deepsparse) for ONNX export/inference and Neural Magic's [Sparsify](https://github.com/neuralmagic/sparsify) for one-shot quantization.
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  ```bash
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  pip install -U deepsparse-nightly[sentence_transformers]
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  ```