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Update README.md

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@@ -4,12 +4,12 @@ configs:
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  data_files:
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  - split: train
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  path:
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- - "wiki/archive/v1/documents/*.jsonl.gz"
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  - config_name: wikiteam
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  data_files:
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  - split: train
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  path:
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- - "wiki/archive/v1/documents/*.jsonl.gz"
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  - config_name: wikimedia
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  data_files:
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  - split: train
@@ -18,4 +18,15 @@ configs:
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  ---
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  # Wiki Datasets
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- ##
 
 
 
 
 
 
 
 
 
 
 
 
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  data_files:
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  - split: train
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  path:
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+ - "wiki/archive/v2/documents/*.jsonl.gz"
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  - config_name: wikiteam
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  data_files:
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  - split: train
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  path:
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+ - "wiki/archive/v2/documents/*.jsonl.gz"
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  - config_name: wikimedia
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  data_files:
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  - split: train
 
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  ---
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  # Wiki Datasets
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+ ##
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+
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+ Preprocessed versions of openly licensed wiki dumps collected by wikiteam and hosted on the Internet Archive.
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+
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+ ## Version Descriptions
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+
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+ * `raw`: The original wikitext
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+ * `v0`: Wikitext parsed to plain text with `wtf\_wikipedia` and conversion of math templates to LaTeX.
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+ * `v1`: Removal of some html snippets left behind during parsing.
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+ * `v2`: Removal of documents that basically just transcripts of non-openly licensed things.
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+
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+ Note: The `wikiteam3` scraping tool, used for most of the dumps, doesn't format edits to pages as `revisions` in the xml output, instead it creates new `pages`. Thus some documents in this dataset are earlier versions of various pages. For large edits this duplication can be benificial, but results in near-duplicate documents for small edits. Some sort of fuzzy deduping filter should be applied before using this dataset.