pile

arxiv/test106.jsonl

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+"text"

arxiv/test118.jsonl

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+"text"

arxiv/test123.jsonl

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+"text"

arxiv/test133.jsonl

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+"text"

arxiv/test140.jsonl

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+"text"

arxiv/test141.jsonl

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+"text"

arxiv/test142.jsonl

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+"text"

arxiv/test148.jsonl

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+"text"

arxiv/test157.jsonl

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+"text"

arxiv/test168.jsonl

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+"text"

arxiv/test180.jsonl

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+"text"

arxiv/test193.jsonl

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+"text"

arxiv/test208.jsonl

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+"text"

arxiv/test211.jsonl

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+"text"

arxiv/test22.jsonl

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+"text"

arxiv/test221.jsonl

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+"text"

arxiv/test234.jsonl

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+"text"

arxiv/test25.jsonl

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+"text"

arxiv/test60.jsonl

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+"text"

arxiv/test61.jsonl

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+"text"

arxiv/test63.jsonl

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+"text"

arxiv/test64.jsonl

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+"text"

arxiv/test76.jsonl

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+"text"

arxiv/test84.jsonl

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+"text"

arxiv/test95.jsonl

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+"text"

arxiv/test99.jsonl

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+"text"

pile_helm.py

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+import datasets
+import os
+import json
+
+
+_CITATION = """
+
+"""
+
+_DESCRIPTION = """
+
+"""
+
+names = [
+    "github",
+    "arxiv",
+    "wikipedia",
+    "opensubtitles",
+    "openwebtext2",
+    "gutenberg",
+    "dm-mathematics",
+    "enron",
+    "bibliotik",
+    "pubmed-abstracts",
+    "youtubesubtitles",
+    "hackernews",
+    "commoncrawl",
+    "europarl",
+    "uspto",
+    "freelaw",
+    "nih-exporter",
+    "stackexchange",
+    "pubmed-central",
+    "ubuntu-irc",
+    "bookcorpus",
+    "philpapers",
+]
+
+class Builder(datasets.GeneratorBasedBuilder):
+    VERSION = datasets.Version("1.0.0")
+
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(name=name, version=datasets.Version("1.0.0"), description=_DESCRIPTION)
+            for name in names
+        ]
+
+    def _info(self):
+        features = datasets.Features(
+            {
+                "text": datasets.Value("string"),
+            }
+        )
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=features,
+            homepage="",
+            license="",
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        test_json = dl_manager.download(os.path.join(self.config.name, "test.jsonl"))
+
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TEST,
+                gen_kwargs={"path": test_json},
+            ),
+        ]
+
+    # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
+    def _generate_examples(self, path):
+        with open(path, encoding="utf-8") as f:
+            for key, row in enumerate(f):
+                yield key, json.loads(row)