Datasets:

andstor
/

the_pile_github

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
      - split: test
        path: data/test/Assembly/*.parquet
      - split: validation
        path: data/validation/Assembly/*.parquet
  - config_name: batchfile
    data_files:
      - split: train
        path: data/train/Batchfile/*.parquet
      - split: test
        path: data/test/Batchfile/*.parquet
      - split: validation
        path: data/validation/Batchfile/*.parquet
  - config_name: c#
    data_files:
      - split: train
        path: data/train/C#/*.parquet
      - split: test
        path: data/test/C#/*.parquet
      - split: validation
        path: data/validation/C#/*.parquet
  - config_name: c++
    data_files:
      - split: train
        path: data/train/C++/*.parquet
      - split: test
        path: data/test/C++/*.parquet
      - split: validation
        path: data/validation/C++/*.parquet
  - config_name: c
    data_files:
      - split: train
        path: data/train/C/*.parquet
      - split: test
        path: data/test/C/*.parquet
      - split: validation
        path: data/validation/C/*.parquet
  - config_name: cmake
    data_files:
      - split: train
        path: data/train/CMake/*.parquet
      - split: test
        path: data/test/CMake/*.parquet
      - split: validation
        path: data/validation/CMake/*.parquet
  - config_name: cobol
    data_files:
      - split: train
        path: data/train/COBOL/*.parquet
      - split: test
        path: data/test/COBOL/*.parquet
      - split: validation
        path: data/validation/COBOL/*.parquet
  - config_name: css
    data_files:
      - split: train
        path: data/train/CSS/*.parquet
      - split: test
        path: data/test/CSS/*.parquet
      - split: validation
        path: data/validation/CSS/*.parquet
  - config_name: csv
    data_files:
      - split: train
        path: data/train/CSV/*.parquet
      - split: test
        path: data/test/CSV/*.parquet
      - split: validation
        path: data/validation/CSV/*.parquet
  - config_name: clojure
    data_files:
      - split: train
        path: data/train/Clojure/*.parquet
      - split: test
        path: data/test/Clojure/*.parquet
      - split: validation
        path: data/validation/Clojure/*.parquet
  - config_name: coffescript
    data_files:
      - split: train
        path: data/train/CoffeScript/*.parquet
      - split: test
        path: data/test/CoffeScript/*.parquet
      - split: validation
        path: data/validation/CoffeScript/*.parquet
  - config_name: dm
    data_files:
      - split: train
        path: data/train/DM/*.parquet
      - split: test
        path: data/test/DM/*.parquet
      - split: validation
        path: data/validation/DM/*.parquet
  - config_name: dart
    data_files:
      - split: train
        path: data/train/Dart/*.parquet
      - split: test
        path: data/test/Dart/*.parquet
      - split: validation
        path: data/validation/Dart/*.parquet
  - config_name: dockerfile
    data_files:
      - split: train
        path: data/train/Dockerfile/*.parquet
      - split: test
        path: data/test/Dockerfile/*.parquet
      - split: validation
        path: data/validation/Dockerfile/*.parquet
  - config_name: elixir
    data_files:
      - split: train
        path: data/train/Elixir/*.parquet
      - split: test
        path: data/test/Elixir/*.parquet
      - split: validation
        path: data/validation/Elixir/*.parquet
  - config_name: erlang
    data_files:
      - split: train
        path: data/train/Erlang/*.parquet
      - split: test
        path: data/test/Erlang/*.parquet
      - split: validation
        path: data/validation/Erlang/*.parquet
  - config_name: fortran
    data_files:
      - split: train
        path: data/train/Fortran/*.parquet
      - split: test
        path: data/test/Fortran/*.parquet
      - split: validation
        path: data/validation/Fortran/*.parquet
  - config_name: go
    data_files:
      - split: train
        path: data/train/Go/*.parquet
      - split: test
        path: data/test/Go/*.parquet
      - split: validation
        path: data/validation/Go/*.parquet
  - config_name: groovy
    data_files:
      - split: train
        path: data/train/Groovy/*.parquet
      - split: test
        path: data/test/Groovy/*.parquet
      - split: validation
        path: data/validation/Groovy/*.parquet
  - config_name: html
    data_files:
      - split: train
        path: data/train/HTML/*.parquet
      - split: test
        path: data/test/HTML/*.parquet
      - split: validation
        path: data/validation/HTML/*.parquet
  - config_name: haskell
    data_files:
      - split: train
        path: data/train/Haskell/*.parquet
      - split: test
        path: data/test/Haskell/*.parquet
      - split: validation
        path: data/validation/Haskell/*.parquet
  - config_name: ini
    data_files:
      - split: train
        path: data/train/INI/*.parquet
      - split: test
        path: data/test/INI/*.parquet
      - split: validation
        path: data/validation/INI/*.parquet
  - config_name: json
    data_files:
      - split: train
        path: data/train/JSON/*.parquet
      - split: test
        path: data/test/JSON/*.parquet
      - split: validation
        path: data/validation/JSON/*.parquet
  - config_name: java
    data_files:
      - split: train
        path: data/train/Java/*.parquet
      - split: test
        path: data/test/Java/*.parquet
      - split: validation
        path: data/validation/Java/*.parquet
  - config_name: javascript
    data_files:
      - split: train
        path: data/train/JavaScript/*.parquet
      - split: test
        path: data/test/JavaScript/*.parquet
      - split: validation
        path: data/validation/JavaScript/*.parquet
  - config_name: julia
    data_files:
      - split: train
        path: data/train/Julia/*.parquet
      - split: test
        path: data/test/Julia/*.parquet
      - split: validation
        path: data/validation/Julia/*.parquet
  - config_name: kotlin
    data_files:
      - split: train
        path: data/train/Kotlin/*.parquet
      - split: test
        path: data/test/Kotlin/*.parquet
      - split: validation
        path: data/validation/Kotlin/*.parquet
  - config_name: lisp
    data_files:
      - split: train
        path: data/train/Lisp/*.parquet
      - split: test
        path: data/test/Lisp/*.parquet
      - split: validation
        path: data/validation/Lisp/*.parquet
  - config_name: lua
    data_files:
      - split: train
        path: data/train/Lua/*.parquet
      - split: test
        path: data/test/Lua/*.parquet
      - split: validation
        path: data/validation/Lua/*.parquet
  - config_name: makefile
    data_files:
      - split: train
        path: data/train/Makefile/*.parquet
      - split: test
        path: data/test/Makefile/*.parquet
      - split: validation
        path: data/validation/Makefile/*.parquet
  - config_name: markdown
    data_files:
      - split: train
        path: data/train/Markdown/*.parquet
      - split: test
        path: data/test/Markdown/*.parquet
      - split: validation
        path: data/validation/Markdown/*.parquet
  - config_name: matlab
    data_files:
      - split: train
        path: data/train/Matlab/*.parquet
      - split: test
        path: data/test/Matlab/*.parquet
      - split: validation
        path: data/validation/Matlab/*.parquet
  - config_name: none
    data_files:
      - split: train
        path: data/train/None/*.parquet
      - split: test
        path: data/test/None/*.parquet
      - split: validation
        path: data/validation/None/*.parquet
  - config_name: ocaml
    data_files:
      - split: train
        path: data/train/OCaml/*.parquet
      - split: test
        path: data/test/OCaml/*.parquet
      - split: validation
        path: data/validation/OCaml/*.parquet
  - config_name: objective-c
    data_files:
      - split: train
        path: data/train/Objective-C/*.parquet
      - split: test
        path: data/test/Objective-C/*.parquet
      - split: validation
        path: data/validation/Objective-C/*.parquet
  - config_name: php
    data_files:
      - split: train
        path: data/train/PHP/*.parquet
      - split: test
        path: data/test/PHP/*.parquet
      - split: validation
        path: data/validation/PHP/*.parquet
  - config_name: pascal
    data_files:
      - split: train
        path: data/train/Pascal/*.parquet
      - split: test
        path: data/test/Pascal/*.parquet
      - split: validation
        path: data/validation/Pascal/*.parquet
  - config_name: perl
    data_files:
      - split: train
        path: data/train/Perl/*.parquet
      - split: test
        path: data/test/Perl/*.parquet
      - split: validation
        path: data/validation/Perl/*.parquet
  - config_name: powershell
    data_files:
      - split: train
        path: data/train/PowerShell/*.parquet
      - split: test
        path: data/test/PowerShell/*.parquet
      - split: validation
        path: data/validation/PowerShell/*.parquet
  - config_name: prolog
    data_files:
      - split: train
        path: data/train/Prolog/*.parquet
      - split: test
        path: data/test/Prolog/*.parquet
      - split: validation
        path: data/validation/Prolog/*.parquet
  - config_name: python
    data_files:
      - split: train
        path: data/train/Python/*.parquet
      - split: test
        path: data/test/Python/*.parquet
      - split: validation
        path: data/validation/Python/*.parquet
  - config_name: r
    data_files:
      - split: train
        path: data/train/R/*.parquet
      - split: test
        path: data/test/R/*.parquet
      - split: validation
        path: data/validation/R/*.parquet
  - config_name: ruby
    data_files:
      - split: train
        path: data/train/Ruby/*.parquet
      - split: test
        path: data/test/Ruby/*.parquet
      - split: validation
        path: data/validation/Ruby/*.parquet
  - config_name: rust
    data_files:
      - split: train
        path: data/train/Rust/*.parquet
      - split: test
        path: data/test/Rust/*.parquet
      - split: validation
        path: data/validation/Rust/*.parquet
  - config_name: sql
    data_files:
      - split: train
        path: data/train/SQL/*.parquet
      - split: test
        path: data/test/SQL/*.parquet
      - split: validation
        path: data/validation/SQL/*.parquet
  - config_name: scala
    data_files:
      - split: train
        path: data/train/Scala/*.parquet
      - split: test
        path: data/test/Scala/*.parquet
      - split: validation
        path: data/validation/Scala/*.parquet
  - config_name: shell
    data_files:
      - split: train
        path: data/train/Shell/*.parquet
      - split: test
        path: data/test/Shell/*.parquet
      - split: validation
        path: data/validation/Shell/*.parquet
  - config_name: swift
    data_files:
      - split: train
        path: data/train/Swift/*.parquet
      - split: test
        path: data/test/Swift/*.parquet
      - split: validation
        path: data/validation/Swift/*.parquet
  - config_name: toml
    data_files:
      - split: train
        path: data/train/TOML/*.parquet
      - split: test
        path: data/test/TOML/*.parquet
      - split: validation
        path: data/validation/TOML/*.parquet
  - config_name: tex
    data_files:
      - split: train
        path: data/train/Tex/*.parquet
      - split: test
        path: data/test/Tex/*.parquet
      - split: validation
        path: data/validation/Tex/*.parquet
  - config_name: typescript
    data_files:
      - split: train
        path: data/train/TypeScript/*.parquet
      - split: test
        path: data/test/TypeScript/*.parquet
      - split: validation
        path: data/validation/TypeScript/*.parquet
  - config_name: verilog
    data_files:
      - split: train
        path: data/train/Verilog/*.parquet
      - split: test
        path: data/test/Verilog/*.parquet
      - split: validation
        path: data/validation/Verilog/*.parquet
  - config_name: visual_basic
    data_files:
      - split: train
        path: data/train/Visual Basic/*.parquet
      - split: test
        path: data/test/Visual Basic/*.parquet
      - split: validation
        path: data/validation/Visual Basic/*.parquet
  - config_name: xml
    data_files:
      - split: train
        path: data/train/XML/*.parquet
      - split: test
        path: data/test/XML/*.parquet
      - split: validation
        path: data/validation/XML/*.parquet
  - config_name: yaml
    data_files:
      - split: train
        path: data/train/YAML/*.parquet
      - split: test
        path: data/test/YAML/*.parquet
      - split: validation
        path: data/validation/YAML/*.parquet

Dataset Card for The Pile GitHub

Dataset Card for Smart Contracts

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.

Dataset Card for The Pile GitHub

Table of Contents

Dataset Description

Dataset Summary

Supported Tasks and Leaderboards

Languages

Dataset Structure

Data Instances

Data Fields

Data Splits

Dataset Creation

Curation Rationale

Source Data

Additional Information

Licensing Information

Citation Information

Contributions