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  The chunks were then vectorised by [`bge-small-en-v1.5`](https://huggingface.co/BAAI/bge-small-en-v1.5) on a single GeForce RTX 2080 Ti with a batch size of 32 via the [`SentenceTransformers`](https://www.sbert.net/) library.
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  The resulting embeddings were serialised as json-encoded lists of floats by [`orjson`](https://github.com/ijl/orjson) and stored in [`data/embeddings.jsonl`](https://huggingface.co/datasets/umarbutler/open-australian-legal-embeddings/blob/main/data/embeddings.jsonl). The corresponding metadata and texts (with their headers removed) were saved to [`data/metadatas.jsonl`](https://huggingface.co/datasets/umarbutler/open-australian-legal-embeddings/blob/main/data/metadatas.jsonl) and [`data/texts.jsonl`](https://huggingface.co/datasets/umarbutler/open-australian-legal-embeddings/blob/main/data/texts.jsonl), respectively.
 
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+ When embedded into the above header, the names of jurisdictions were capitalised and stripped of hyphens. The `commonwealth` jurisdiction was also renamed to 'Commonwealth of Australia'. In the cases of types, `primary_legislation` became 'Act', `secondary_legislation` became 'Regulation', `bill` became 'Bill' and `decision` became 'Judgment'.
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  The chunks were then vectorised by [`bge-small-en-v1.5`](https://huggingface.co/BAAI/bge-small-en-v1.5) on a single GeForce RTX 2080 Ti with a batch size of 32 via the [`SentenceTransformers`](https://www.sbert.net/) library.
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  The resulting embeddings were serialised as json-encoded lists of floats by [`orjson`](https://github.com/ijl/orjson) and stored in [`data/embeddings.jsonl`](https://huggingface.co/datasets/umarbutler/open-australian-legal-embeddings/blob/main/data/embeddings.jsonl). The corresponding metadata and texts (with their headers removed) were saved to [`data/metadatas.jsonl`](https://huggingface.co/datasets/umarbutler/open-australian-legal-embeddings/blob/main/data/metadatas.jsonl) and [`data/texts.jsonl`](https://huggingface.co/datasets/umarbutler/open-australian-legal-embeddings/blob/main/data/texts.jsonl), respectively.