Processed data from AutoTrain data processor ([2023-07-17 21:49 ]

README.md

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+---
+language:
+- en
+
+---
+# AutoTrain Dataset for project: auto-nlp-poc
+
+## Dataset Description
+
+This dataset has been automatically processed by AutoTrain for project auto-nlp-poc.
+
+### Languages
+
+The BCP-47 code for the dataset's language is en.
+
+## Dataset Structure
+
+### Data Instances
+
+A sample from this dataset looks as follows:
+
+```json
+[
+  {
+    "context": "Simultaneously with these conflicts, bison, a keystone species and the primary protein source that Native people had survived on for centuries were being destroyed. Some estimates say there were over 13 million bison in Montana in 1870. In 1875, General Philip Sheridan pleaded to a joint session of Congress to authorize the slaughtering of herds in order to deprive the Indians of their source of food. By 1884, commercial hunting had brought bison to the verge of extinction; only about 325 bison remained in the entire United States.",
+    "question": "In 1884 about how many bison remained?",
+    "answers.text": [
+      "about 325"
+    ],
+    "answers.answer_start": [
+      484
+    ],
+    "feat_id": [
+      "573425624776f4190066195a"
+    ],
+    "feat_title": [
+      "Montana"
+    ]
+  },
+  {
+    "context": "The two became friends, and for many years lived in close proximity in Paris, Chopin at 38 Rue de la Chauss\u00e9e-d'Antin, and Liszt at the H\u00f4tel de France on the Rue Lafitte, a few blocks away. They performed together on seven occasions between 1833 and 1841. The first, on 2 April 1833, was at a benefit concert organized by Hector Berlioz for his bankrupt Shakespearean actress wife Harriet Smithson, during which they played George Onslow's Sonata in F minor for piano duet. Later joint appearances included a benefit concert for the Benevolent Association of Polish Ladies in Paris. Their last appearance together in public was for a charity concert conducted for the Beethoven Memorial in Bonn, held at the Salle Pleyel and the Paris Conservatory on 25 and 26 April 1841.",
+    "question": "What was the charity that Liszt and Chopin last performed for?",
+    "answers.text": [
+      "the Beethoven Memorial in Bonn"
+    ],
+    "answers.answer_start": [
+      665
+    ],
+    "feat_id": [
+      "56cf7c234df3c31400b0d834"
+    ],
+    "feat_title": [
+      "Fr\u00e9d\u00e9ric_Chopin"
+    ]
+  }
+]
+```
+
+### Dataset Fields
+
+The dataset has the following fields (also called "features"):
+
+```json
+{
+  "context": "Value(dtype='string', id=None)",
+  "question": "Value(dtype='string', id=None)",
+  "answers.text": "Sequence(feature=Value(dtype='string', id=None), length=-1, id=None)",
+  "answers.answer_start": "Sequence(feature=Value(dtype='int32', id=None), length=-1, id=None)",
+  "feat_id": "Sequence(feature=Value(dtype='string', id=None), length=-1, id=None)",
+  "feat_title": "Sequence(feature=Value(dtype='string', id=None), length=-1, id=None)"
+}
+```
+
+### Dataset Splits
+
+This dataset is split into a train and validation split. The split sizes are as follow:
+
+| Split name   | Num samples         |
+| ------------ | ------------------- |
+| train        | 69946 |
+| valid        | 17487 |

processed/dataset_dict.json

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+{"splits": ["train", "valid"]}

processed/train/data-00000-of-00001.arrow

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processed/train/dataset_info.json

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+{
+  "citation": "",
+  "description": "AutoTrain generated dataset",
+  "features": {
+    "context": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "question": {
+      "dtype": "string",
+      "_type": "Value"
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+    "answers.text": {
+      "feature": {
+        "dtype": "string",
+        "_type": "Value"
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+      "_type": "Sequence"
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+        "_type": "Value"
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+      "feature": {
+        "dtype": "string",
+        "_type": "Value"
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+      "_type": "Sequence"
+    }
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+  "homepage": "",
+  "license": "",
+  "splits": {
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+      "name": "train",
+      "num_bytes": 63890242,
+      "num_examples": 69946,
+      "dataset_name": null
+    }
+  }
+}

processed/train/state.json

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+  "_format_kwargs": {},
+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": null
+}

processed/valid/data-00000-of-00001.arrow

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processed/valid/dataset_info.json

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+{
+  "citation": "",
+  "description": "AutoTrain generated dataset",
+  "features": {
+    "context": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "question": {
+      "dtype": "string",
+      "_type": "Value"
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+    "answers.text": {
+      "feature": {
+        "dtype": "string",
+        "_type": "Value"
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+      "_type": "Sequence"
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+    "answers.answer_start": {
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+        "_type": "Value"
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+      "_type": "Sequence"
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+      "feature": {
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+      "_type": "Sequence"
+    }
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+  "homepage": "",
+  "license": "",
+  "splits": {
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+      "num_bytes": 16020106,
+      "num_examples": 17487,
+      "dataset_name": null
+    }
+  }
+}

processed/valid/state.json

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+{
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+    "context",
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+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": null
+}