add dataset

SHA256SUMS.txt

@@ -0,0 +1,33 @@
+15202e860ccd6311a3ab862958a59df9a9c16200205e7897d956007546aa5c38  ./train/00.jsonl.zst
+907f1dc9d5d10637943411b634da776be20b9a0b243cb68df35529c42b8e4b12  ./train/01.jsonl.zst
+08268e67aca7744a4d731b88432d7efb51f3b62329abda1fc3621f9454956d31  ./train/02.jsonl.zst
+5dd899329852f74e4d726793e8258fca55a295a888d00420f96eac56a6a7853f  ./train/03.jsonl.zst
+e3e874c1a985977e321d38effeb8ef17974d6f97765c6ee68890511244762654  ./train/04.jsonl.zst
+87983f2e1ea64f76ff39509f9fb049cb75c16d9463eebbb3b8c55dd3bbdaceab  ./train/05.jsonl.zst
+4d7e3342dee440d3b48e3d2a63e4128f234963e709bfeee54ff0fd9fadd4f495  ./train/06.jsonl.zst
+f9c5dd18007860dc64d970215d1a195aea8f9442c059aeb2d8200f1734bdd45b  ./train/07.jsonl.zst
+535c2b94560a4ef9e186f136bda236def014b14c38aab24ffbfc8fda4462099b  ./train/08.jsonl.zst
+81673724c2991b6ab884c763bacd4d398fcb53d1ee6bc6873533c7ce54fddef5  ./train/09.jsonl.zst
+ead60faf3327b90e6220b085aea4a329309187ef0d5338cc4d830a01a624cc32  ./train/10.jsonl.zst
+0620e4e3389481d0ee924ad907d97164aa6cbc86c21c79545c38a43af5b1f2a8  ./train/11.jsonl.zst
+1603fe64a34a94bca984d1b7d3c4747114a5ef74d93cb1236673afe32bab8650  ./train/12.jsonl.zst
+0addedc5ffcba599684e3003266c96ce3a83f3883eb086034151ed638cbf90b0  ./train/13.jsonl.zst
+33a83ed9f6dd9ef684fe8a43dfa9d0095e4c18dc59551be5caf609c6d40f8dce  ./train/14.jsonl.zst
+761e59aa85d51fc6869edea019c4cb85aa546d6a26dcf67df7cdbd0fcfa30a7d  ./train/15.jsonl.zst
+dff936fe96b25eaa049ac5b0215fc441730bb5b4c30aff3281521cd322201fd0  ./train/16.jsonl.zst
+41c092901b399739df04d1f3fbcd4ba6ef3692d48ca4f4eb1281bbe74b3f33e5  ./train/17.jsonl.zst
+b3566f866b467bf134dbddbb490d895560fe32d7ecc681a3ab6ec6777183f293  ./train/18.jsonl.zst
+393ceb7f53eabe4d579470164093807a1dfeb925b90c052ac7fc4d9e1d64a1da  ./train/19.jsonl.zst
+8b9b849aacbf27110e625f6fe8c835bd6d807b458750de7b44721ee9d3b12332  ./train/20.jsonl.zst
+4f1b936435209cb57ad5de1c255588082d19481bc65fb61c647861f0135bfe8e  ./train/21.jsonl.zst
+af0ee9bf2d1f4b7308fc6fff42c69d8d3a989853bfdfb2eaf057f00ffbce1796  ./train/22.jsonl.zst
+aac743419feffe4b78cd9e39f30b0efd9b31d6d05dbc6e78af53171111438493  ./train/23.jsonl.zst
+7c0ab53491f7e4fe43838c00030da10a6818404bbec7d605250fecc64bb48b70  ./train/24.jsonl.zst
+22667ee84a85558f1adb0e4eb00c8a4447769944df2ea7258f38581e3e323fb9  ./train/25.jsonl.zst
+ba4e71ec600387819640c4739b7fa938779f6c66d16c2fb82b5d7903ecf1919f  ./train/26.jsonl.zst
+e2f3ca67e218217bbc8b73b19efe28e1b908f878eb32dd17398653e047ae2221  ./train/27.jsonl.zst
+2b56a18e56103d1352779861f5c2778c58e1bad231b6fd66091ee1a04d73affb  ./train/28.jsonl.zst
+8b94cc8dbaa4406dfb276ae775bdb78da5388a9b3cca18b9a2fc85d3419037fd  ./train/29.jsonl.zst
+0bb28c52d0b5596d389bf179ce2d43bf7f7ffae76b0d2d20b180c97f62e0975e  ./test.jsonl.zst
+264c875d8bbd355d8daa9d032b75fd8fb91606218bb84dd1155b203fcd5fab92  ./val.jsonl.zst
+

pile.py

@@ -0,0 +1,134 @@
+# coding=utf-8
+# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""The Pile dataset."""
+
+import json
+
+import datasets
+
+
+_CITATION = """\
+@misc{gao2020pile,
+      title={The Pile: An 800GB Dataset of Diverse Text for Language Modeling},
+      author={Leo Gao and Stella Biderman and Sid Black and Laurence Golding and Travis Hoppe and Charles Foster and Jason Phang and Horace He and Anish Thite and Noa Nabeshima and Shawn Presser and Connor Leahy},
+      year={2020},
+      eprint={2101.00027},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+"""
+
+_DESCRIPTION = """\
+The Pile is a 825 GiB diverse, open source language modelling data set that consists of 22 smaller, high-quality
+datasets combined together.
+"""
+
+_HOMEPAGE = "https://pile.eleuther.ai/"
+
+_LICENSES = {
+    "all": "Multiple: see each subset license",
+}
+
+_HOST_URL = "/persistent/PILE_zip"
+_DATA_URLS = {
+    "all": {
+        "train": [f"{_HOST_URL}/train/{i:0>2}.jsonl.zst" for i in range(30)],
+        "validation": [f"{_HOST_URL}/val.jsonl.zst"],
+        "test": [f"{_HOST_URL}/test.jsonl.zst"],
+    },
+}
+
+_FEATURES = {
+    "all": datasets.Features(
+        {
+            "text": datasets.Value("string"),
+            "meta": {"pile_set_name": datasets.Value("string")},
+        }
+    ),
+}
+
+
+class ThePileConfig(datasets.BuilderConfig):
+    """BuilderConfig for The Pile."""
+
+    def __init__(self, *args, subsets, **kwargs):
+        """BuilderConfig for The Pile.
+
+        Args:
+            subsets (:obj:`List[str]`): List of subsets to load.
+            **kwargs: keyword arguments forwarded to super.
+        """
+        super().__init__(
+            *args,
+            name="+".join(subsets),
+            **kwargs,
+        )
+        self.subsets = subsets
+
+
+class ThePile(datasets.GeneratorBasedBuilder):
+    """The Pile dataset."""
+
+    VERSION = datasets.Version("1.1.0")
+
+    BUILDER_CONFIG_CLASS = ThePileConfig
+    BUILDER_CONFIGS = [ThePileConfig(subsets=[subset]) for subset in _DATA_URLS]
+    DEFAULT_CONFIG_NAME = "all"
+
+    def _info(self):
+        """Give information and typings for the dataset."""
+        return datasets.DatasetInfo(
+            # This is the description that will appear on the datasets page.
+            description=_DESCRIPTION,
+            # This defines the different columns of the dataset and their types
+            features=_FEATURES.get(self.config.name),
+            # If there's a common (input, target) tuple from the features,
+            # specify them here. They'll be used if as_supervised=True in
+            # builder.as_dataset.
+            supervised_keys=None,
+            # Homepage of the dataset for documentation
+            homepage=_HOMEPAGE,
+            # License for the dataset if available
+            license=_LICENSES.get(self.config.name, "Multiple: see each subset license"),
+            # Citation for the dataset
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        """Return SplitGenerators."""
+        assert self.config.name == "all"
+        data_dir = dl_manager.download(_DATA_URLS[self.config.name])
+        return [
+            datasets.SplitGenerator(
+                name=split,
+                gen_kwargs={
+                    "files": data_dir[split],
+                },
+            )
+            for split in [datasets.Split.TRAIN, datasets.Split.VALIDATION, datasets.Split.TEST]
+        ]
+
+    def _generate_examples(self, files):
+        """Yield examples as (key, example) tuples."""
+        key = 0
+        assert isinstance(files, list)
+        import zstandard as zstd
+
+        for path in files:
+            with zstd.open(open(path, "rb"), "rt", encoding="utf-8") as f:
+                for row in f:
+                    data = json.loads(row)
+                    yield key, data
+                    key += 1

test.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0bb28c52d0b5596d389bf179ce2d43bf7f7ffae76b0d2d20b180c97f62e0975e
+size 460250856

train/00.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15202e860ccd6311a3ab862958a59df9a9c16200205e7897d956007546aa5c38
+size 15240542576

train/01.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:907f1dc9d5d10637943411b634da776be20b9a0b243cb68df35529c42b8e4b12
+size 15213826121

train/02.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08268e67aca7744a4d731b88432d7efb51f3b62329abda1fc3621f9454956d31
+size 15206478430

train/03.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5dd899329852f74e4d726793e8258fca55a295a888d00420f96eac56a6a7853f
+size 15192808107

train/04.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3e874c1a985977e321d38effeb8ef17974d6f97765c6ee68890511244762654
+size 15185851603

train/05.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87983f2e1ea64f76ff39509f9fb049cb75c16d9463eebbb3b8c55dd3bbdaceab
+size 15212827627

train/06.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d7e3342dee440d3b48e3d2a63e4128f234963e709bfeee54ff0fd9fadd4f495
+size 15256748981

train/07.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9c5dd18007860dc64d970215d1a195aea8f9442c059aeb2d8200f1734bdd45b
+size 15309606649

train/08.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:535c2b94560a4ef9e186f136bda236def014b14c38aab24ffbfc8fda4462099b
+size 15230393244

train/09.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81673724c2991b6ab884c763bacd4d398fcb53d1ee6bc6873533c7ce54fddef5
+size 15224032048

train/10.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ead60faf3327b90e6220b085aea4a329309187ef0d5338cc4d830a01a624cc32
+size 15228149551

train/11.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0620e4e3389481d0ee924ad907d97164aa6cbc86c21c79545c38a43af5b1f2a8
+size 15224461477

train/12.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1603fe64a34a94bca984d1b7d3c4747114a5ef74d93cb1236673afe32bab8650
+size 15260161127

train/13.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0addedc5ffcba599684e3003266c96ce3a83f3883eb086034151ed638cbf90b0
+size 15208246978

train/14.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33a83ed9f6dd9ef684fe8a43dfa9d0095e4c18dc59551be5caf609c6d40f8dce
+size 15217956455

train/15.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:761e59aa85d51fc6869edea019c4cb85aa546d6a26dcf67df7cdbd0fcfa30a7d
+size 15276796998

train/16.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dff936fe96b25eaa049ac5b0215fc441730bb5b4c30aff3281521cd322201fd0
+size 15273744623

train/17.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41c092901b399739df04d1f3fbcd4ba6ef3692d48ca4f4eb1281bbe74b3f33e5
+size 15313655872

train/18.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3566f866b467bf134dbddbb490d895560fe32d7ecc681a3ab6ec6777183f293
+size 15308582674

train/19.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:393ceb7f53eabe4d579470164093807a1dfeb925b90c052ac7fc4d9e1d64a1da
+size 15279096441

train/20.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b9b849aacbf27110e625f6fe8c835bd6d807b458750de7b44721ee9d3b12332
+size 15209947917

train/21.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f1b936435209cb57ad5de1c255588082d19481bc65fb61c647861f0135bfe8e
+size 15311248597

train/22.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af0ee9bf2d1f4b7308fc6fff42c69d8d3a989853bfdfb2eaf057f00ffbce1796
+size 15299690537

train/23.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aac743419feffe4b78cd9e39f30b0efd9b31d6d05dbc6e78af53171111438493
+size 15293953191

train/24.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c0ab53491f7e4fe43838c00030da10a6818404bbec7d605250fecc64bb48b70
+size 15193934462

train/25.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22667ee84a85558f1adb0e4eb00c8a4447769944df2ea7258f38581e3e323fb9
+size 15198629367

train/26.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba4e71ec600387819640c4739b7fa938779f6c66d16c2fb82b5d7903ecf1919f
+size 15200998151

train/27.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2f3ca67e218217bbc8b73b19efe28e1b908f878eb32dd17398653e047ae2221
+size 15216321939

train/28.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b56a18e56103d1352779861f5c2778c58e1bad231b6fd66091ee1a04d73affb
+size 15219852363

train/29.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b94cc8dbaa4406dfb276ae775bdb78da5388a9b3cca18b9a2fc85d3419037fd
+size 15218355549

val.jsonl.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:264c875d8bbd355d8daa9d032b75fd8fb91606218bb84dd1155b203fcd5fab92
+size 470907480