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Zyphra
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dclm-dedup

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yury-zyphra commited on 21 days ago

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@@ -56,6 +56,11 @@ We deduplicated DCLM using the approximate minhash LSH method implemented in NeM
 The deduplication process is closely related to how we created our [Zyda-2](https://huggingface.co/datasets/Zyphra/Zyda-2) dataset, for which we released full reproduction [tutorial](https://github.com/NVIDIA/NeMo-Curator/tree/main/tutorials/zyda2-tutorial). Instead of doing careful cross-deduplication between components of Zyda-2, we only focused on DCLM itself for this release, aggressively removing duplicated documents.
 ### Dataset Description

 The deduplication process is closely related to how we created our [Zyda-2](https://huggingface.co/datasets/Zyphra/Zyda-2) dataset, for which we released full reproduction [tutorial](https://github.com/NVIDIA/NeMo-Curator/tree/main/tutorials/zyda2-tutorial). Instead of doing careful cross-deduplication between components of Zyda-2, we only focused on DCLM itself for this release, aggressively removing duplicated documents.
+## Source data
+DCLM-baseline: https://huggingface.co/datasets/mlfoundations/dclm-baseline-1.0
 ### Dataset Description