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README.md
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- split: train
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path: data/train-*
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- split: train
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path: data/train-*
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---
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This dataset is based on the English subset of the [Cohere/wikipedia-2023-11-embed-multilingual-v3](https://huggingface.co/datasets/Cohere/wikipedia-2023-11-embed-multilingual-v3)
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dataset and contains both `ubinary` and `int8` embeddings of the text, created with the [mixedbread-ai/mxbai-embed-large-v1](https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1)
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embedding model. The dataset contains the following columns:
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- `_id`: unique identifier of the Wikipedia text chunk
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- `title`: title of the Wikipedia article
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- `url`: URL of the Wikipedia article
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- `text`: text chunk of the Wikipedia article
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- `emb_ubinary`: `binary` embeddings of the Wikipedia text chunk
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- `emb_int8`: `int8` embeddings of the Wikipedia text chunk
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You can load the dataset with:
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```python
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from datasets import load_dataset
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dataset = load_dataset("krasserm/wikipedia-2023-11-en-embed-mxbai-int8-binary", split="train")
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```
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