Datasets:
metadata
annotations_creators:
- no-annotation
language:
- en
language_creators:
- found
license:
- other
multilinguality:
- monolingual
pretty_name: The Pile GitHub
size_categories: []
source_datasets:
- original
tags: []
task_categories:
- text-generation
- fill-mask
- text-classification
task_ids: []
configs:
- config_name: all
default: true
data_files:
- split: train
path: data/train/*/*.parquet
- split: test
path: data/test.parquet
- split: validation
path: data/validation.parquet
- config_name: assembly
data_files:
- split: train
path: data/train/Assembly/*.parquet
- config_name: batchfile
data_files:
- split: train
path: data/train/Batchfile/*.parquet
- config_name: c#
data_files:
- split: train
path: data/train/C#/*.parquet
- config_name: c++
data_files:
- split: train
path: data/train/C++/*.parquet
- config_name: c
data_files:
- split: train
path: data/train/C/*.parquet
- config_name: cmake
data_files:
- split: train
path: data/train/CMake/*.parquet
- config_name: cobol
data_files:
- split: train
path: data/train/COBOL/*.parquet
- config_name: css
data_files:
- split: train
path: data/train/CSS/*.parquet
- config_name: csv
data_files:
- split: train
path: data/train/CSV/*.parquet
- config_name: clojure
data_files:
- split: train
path: data/train/Clojure/*.parquet
- config_name: coffescript
data_files:
- split: train
path: data/train/CoffeScript/*.parquet
- config_name: dm
data_files:
- split: train
path: data/train/DM/*.parquet
- config_name: dart
data_files:
- split: train
path: data/train/Dart/*.parquet
- config_name: dockerfile
data_files:
- split: train
path: data/train/Dockerfile/*.parquet
- config_name: elixir
data_files:
- split: train
path: data/train/Elixir/*.parquet
- config_name: erlang
data_files:
- split: train
path: data/train/Erlang/*.parquet
- config_name: fortran
data_files:
- split: train
path: data/train/Fortran/*.parquet
- config_name: go
data_files:
- split: train
path: data/train/Go/*.parquet
- config_name: groovy
data_files:
- split: train
path: data/train/Groovy/*.parquet
- config_name: html
data_files:
- split: train
path: data/train/HTML/*.parquet
- config_name: haskell
data_files:
- split: train
path: data/train/Haskell/*.parquet
- config_name: ini
data_files:
- split: train
path: data/train/INI/*.parquet
- config_name: json
data_files:
- split: train
path: data/train/JSON/*.parquet
- config_name: java
data_files:
- split: train
path: data/train/Java/*.parquet
- config_name: javascript
data_files:
- split: train
path: data/train/JavaScript/*.parquet
- config_name: julia
data_files:
- split: train
path: data/train/Julia/*.parquet
- config_name: kotlin
data_files:
- split: train
path: data/train/Kotlin/*.parquet
- config_name: lisp
data_files:
- split: train
path: data/train/Lisp/*.parquet
- config_name: lua
data_files:
- split: train
path: data/train/Lua/*.parquet
- config_name: makefile
data_files:
- split: train
path: data/train/Makefile/*.parquet
- config_name: markdown
data_files:
- split: train
path: data/train/Markdown/*.parquet
- config_name: matlab
data_files:
- split: train
path: data/train/Matlab/*.parquet
- config_name: none
data_files:
- split: train
path: data/train/None/*.parquet
- config_name: ocaml
data_files:
- split: train
path: data/train/OCaml/*.parquet
- config_name: objective-c
data_files:
- split: train
path: data/train/Objective-C/*.parquet
- config_name: php
data_files:
- split: train
path: data/train/PHP/*.parquet
- config_name: pascal
data_files:
- split: train
path: data/train/Pascal/*.parquet
- config_name: perl
data_files:
- split: train
path: data/train/Perl/*.parquet
- config_name: powershell
data_files:
- split: train
path: data/train/PowerShell/*.parquet
- config_name: prolog
data_files:
- split: train
path: data/train/Prolog/*.parquet
- config_name: python
data_files:
- split: train
path: data/train/Python/*.parquet
- config_name: r
data_files:
- split: train
path: data/train/R/*.parquet
- config_name: ruby
data_files:
- split: train
path: data/train/Ruby/*.parquet
- config_name: rust
data_files:
- split: train
path: data/train/Rust/*.parquet
- config_name: sql
data_files:
- split: train
path: data/train/SQL/*.parquet
- config_name: scala
data_files:
- split: train
path: data/train/Scala/*.parquet
- config_name: shell
data_files:
- split: train
path: data/train/Shell/*.parquet
- config_name: swift
data_files:
- split: train
path: data/train/Swift/*.parquet
- config_name: toml
data_files:
- split: train
path: data/train/TOML/*.parquet
- config_name: tex
data_files:
- split: train
path: data/train/Tex/*.parquet
- config_name: typescript
data_files:
- split: train
path: data/train/TypeScript/*.parquet
- config_name: verilog
data_files:
- split: train
path: data/train/Verilog/*.parquet
- config_name: visual_basic
data_files:
- split: train
path: data/train/Visual Basic/*.parquet
- config_name: xml
data_files:
- split: train
path: data/train/XML/*.parquet
- config_name: yaml
data_files:
- split: train
path: data/train/YAML/*.parquet
Dataset Card for The Pile GitHub
Table of Contents
Dataset Description
- Homepage: ElutherAI
- Repository: GitHub
- Paper: arXiv
- Leaderboard: [Needs More Information]
- Point of Contact: [Needs More Information]
Dataset Summary
This is the GitHub subset of EleutherAi/The Pile dataset and contains GitHub repositories. The programming languages are identified using the guesslang library. A total of 54 programming languages are included in the dataset.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
The following languages are covered by the dataset:
'Assembly', 'Batchfile', 'C', 'C#', 'C++', 'CMake', 'COBOL', 'CSS', 'CSV', 'Clojure', 'CoffeeScript', 'DM', 'Dart', 'Dockerfile', 'Elixir', 'Erlang', 'Fortran', 'Go', 'Groovy', 'HTML', 'Haskell', 'INI', 'JSON', 'Java', 'JavaScript', 'Julia', 'Kotlin', 'Lisp', 'Lua', 'Makefile', 'Markdown', 'Matlab', 'None', 'OCaml', 'Objective-C', 'PHP', 'Pascal', 'Perl', 'PowerShell', 'Prolog', 'Python', 'R', 'Ruby', 'Rust', 'SQL', 'Scala', 'Shell', 'Swift', 'TOML', 'TeX', 'TypeScript', 'Verilog', 'Visual Basic', 'XML', 'YAML'
The guesslang library is used to identify the programming languages. It has a guessing accuracy of above 90%. Hence, there will be some misclassifications in the language identification.
Dataset Structure
Data Instances
[More Information Needed]
{
'text': ...,
'meta': {'language': ...}
}
Data Fields
text(string): the source code.meta(dict): the metadata of the source code.language(string): the programming language of the source code.
Data Splits
[More Information Needed]
| train | validation | test | |
|---|---|---|---|
| Input Sentences | |||
| Average Sentence Length |
Dataset Creation
Curation Rationale
[More Information Needed]
Source Data
The data is purely a subset of the EleutherAI/The Pile dataset. See the original dataset for more details.
Additional Information
Licensing Information
The Pile dataset was released on January 1st, 2021. It is licensed under the MIT License. See the dataset for more details.
Citation Information
Provide the BibTex-formatted reference for the dataset. For example:
@article{pile,
title={The {P}ile: An 800GB Dataset of Diverse Text for Language Modeling},
author={Gao, Leo and Biderman, Stella and Black, Sid and Golding, Laurence and Hoppe, Travis and Foster, Charles and Phang, Jason and He, Horace and Thite, Anish and Nabeshima, Noa and Presser, Shawn and Leahy, Connor},
journal={arXiv preprint arXiv:2101.00027},
year={2020}
}
Contributions
Thanks to @andstor for adding this dataset.