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README.md

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+# For reference on dataset card metadata, see the spec: https://github.com/huggingface/hub-docs/blob/main/datasetcard.md?plain=1
+# Doc / guide: https://huggingface.co/docs/hub/datasets-cards
+{}
+---
+
+## Pretokenized version of [OMGprot50](https://huggingface.co/datasets/tattabio/OMG_prot50) in uint8 (ESM2 tokens).
+
+Thanks [Tatta Bio](https://huggingface.co/tattabio) for putting together such an amazing base dataset!
+
+Each shard (.bin) is 100,000,000 tokens
+
+There are also added validation sets and test sets for evalution purposes, including [ESM2 speed runs](https://github.com/Synthyra/SpeedRunningESM2).
+OMG prot50 was clusterd at 50% identity, so random splits are nonredundant to the training set by default.
+Random splits of 10,000 make up the base components of the validation and test sets.
+To the test set, we also add all new Uniprot entries since OMG creation that have transcript level evidence after dedpulication.
+
+### Scripts
+[To download](https://github.com/Synthyra/SpeedRunningESM2/blob/master/data/download_omgprot50.py)
+
+[The original dataset creation](https://github.com/Synthyra/SpeedRunningESM2/blob/master/data/create_omgprot50_splits.py)
+
+[Tokenization](https://github.com/Synthyra/SpeedRunningESM2/blob/master/data/process_omgprot50.py)
+