| --- |
| configs: |
| - config_name: all |
| - config_name: ada |
| data_files: |
| - split: train |
| path: data/ada.parquet |
| - config_name: agda |
| data_files: |
| - split: train |
| path: data/agda.parquet |
| - config_name: alloy |
| data_files: |
| - split: train |
| path: data/alloy.parquet |
| - config_name: antlr |
| data_files: |
| - split: train |
| path: data/antlr.parquet |
| - config_name: applescript |
| data_files: |
| - split: train |
| path: data/applescript.parquet |
| - config_name: assembly |
| data_files: |
| - split: train |
| path: data/assembly.parquet |
| - config_name: augeas |
| data_files: |
| - split: train |
| path: data/augeas.parquet |
| - config_name: awk |
| data_files: |
| - split: train |
| path: data/awk.parquet |
| - config_name: batchfile |
| data_files: |
| - split: train |
| path: data/batchfile.parquet |
| - config_name: bluespec |
| data_files: |
| - split: train |
| path: data/bluespec.parquet |
| - config_name: c |
| data_files: |
| - split: train |
| path: data/c.parquet |
| - config_name: c-sharp |
| data_files: |
| - split: train |
| path: data/c-sharp.parquet |
| - config_name: clojure |
| data_files: |
| - split: train |
| path: data/clojure.parquet |
| - config_name: cmake |
| data_files: |
| - split: train |
| path: data/cmake.parquet |
| - config_name: coffeescript |
| data_files: |
| - split: train |
| path: data/coffeescript.parquet |
| - config_name: common-lisp |
| data_files: |
| - split: train |
| path: data/common-lisp.parquet |
| - config_name: cpp |
| data_files: |
| - split: train |
| path: data/cpp.parquet |
| - config_name: css |
| data_files: |
| - split: train |
| path: data/css.parquet |
| - config_name: cuda |
| data_files: |
| - split: train |
| path: data/cuda.parquet |
| - config_name: dart |
| data_files: |
| - split: train |
| path: data/dart.parquet |
| - config_name: dockerfile |
| data_files: |
| - split: train |
| path: data/dockerfile.parquet |
| - config_name: elixir |
| data_files: |
| - split: train |
| path: data/elixir.parquet |
| - config_name: elm |
| data_files: |
| - split: train |
| path: data/elm.parquet |
| - config_name: emacs-lisp |
| data_files: |
| - split: train |
| path: data/emacs-lisp.parquet |
| - config_name: erlang |
| data_files: |
| - split: train |
| path: data/erlang.parquet |
| - config_name: f-sharp |
| data_files: |
| - split: train |
| path: data/f-sharp.parquet |
| - config_name: fortran |
| data_files: |
| - split: train |
| path: data/fortran.parquet |
| - config_name: git-commits-cleaned |
| data_files: |
| - split: train |
| path: data/git-commits-cleaned.parquet |
| - config_name: github-issues-filtered-structured |
| data_files: |
| - split: train |
| path: data/github-issues-filtered-structured.parquet |
| - config_name: glsl |
| data_files: |
| - split: train |
| path: data/glsl.parquet |
| - config_name: go |
| data_files: |
| - split: train |
| path: data/go.parquet |
| - config_name: groovy |
| data_files: |
| - split: train |
| path: data/groovy.parquet |
| - config_name: haskell |
| data_files: |
| - split: train |
| path: data/haskell.parquet |
| - config_name: html |
| data_files: |
| - split: train |
| path: data/html.parquet |
| - config_name: idris |
| data_files: |
| - split: train |
| path: data/idris.parquet |
| - config_name: isabelle |
| data_files: |
| - split: train |
| path: data/isabelle.parquet |
| - config_name: java |
| data_files: |
| - split: train |
| path: data/java.parquet |
| - config_name: java-server-pages |
| data_files: |
| - split: train |
| path: data/java-server-pages.parquet |
| - config_name: javascript |
| data_files: |
| - split: train |
| path: data/javascript.parquet |
| - config_name: json |
| data_files: |
| - split: train |
| path: data/json.parquet |
| - config_name: julia |
| data_files: |
| - split: train |
| path: data/julia.parquet |
| - config_name: jupyter-scripts-dedup-filtered |
| data_files: |
| - split: train |
| path: data/jupyter-scripts-dedup-filtered.parquet |
| - config_name: jupyter-structured-clean-dedup |
| data_files: |
| - split: train |
| path: data/jupyter-structured-clean-dedup.parquet |
| - config_name: kotlin |
| data_files: |
| - split: train |
| path: data/kotlin.parquet |
| - config_name: lean |
| data_files: |
| - split: train |
| path: data/lean.parquet |
| - config_name: literate-agda |
| data_files: |
| - split: train |
| path: data/literate-agda.parquet |
| - config_name: literate-coffeescript |
| data_files: |
| - split: train |
| path: data/literate-coffeescript.parquet |
| - config_name: literate-haskell |
| data_files: |
| - split: train |
| path: data/literate-haskell.parquet |
| - config_name: lua |
| data_files: |
| - split: train |
| path: data/lua.parquet |
| - config_name: makefile |
| data_files: |
| - split: train |
| path: data/makefile.parquet |
| - config_name: maple |
| data_files: |
| - split: train |
| path: data/maple.parquet |
| - config_name: markdown |
| data_files: |
| - split: train |
| path: data/markdown.parquet |
| - config_name: mathematica |
| data_files: |
| - split: train |
| path: data/mathematica.parquet |
| - config_name: matlab |
| data_files: |
| - split: train |
| path: data/matlab.parquet |
| - config_name: ocaml |
| data_files: |
| - split: train |
| path: data/ocaml.parquet |
| - config_name: pascal |
| data_files: |
| - split: train |
| path: data/pascal.parquet |
| - config_name: perl |
| data_files: |
| - split: train |
| path: data/perl.parquet |
| - config_name: php |
| data_files: |
| - split: train |
| path: data/php.parquet |
| - config_name: powershell |
| data_files: |
| - split: train |
| path: data/powershell.parquet |
| - config_name: prolog |
| data_files: |
| - split: train |
| path: data/prolog.parquet |
| - config_name: protocol-buffer |
| data_files: |
| - split: train |
| path: data/protocol-buffer.parquet |
| - config_name: python |
| data_files: |
| - split: train |
| path: data/python.parquet |
| - config_name: r |
| data_files: |
| - split: train |
| path: data/r.parquet |
| - config_name: racket |
| data_files: |
| - split: train |
| path: data/racket.parquet |
| - config_name: restructuredtext |
| data_files: |
| - split: train |
| path: data/restructuredtext.parquet |
| - config_name: rmarkdown |
| data_files: |
| - split: train |
| path: data/rmarkdown.parquet |
| - config_name: ruby |
| data_files: |
| - split: train |
| path: data/ruby.parquet |
| - config_name: rust |
| data_files: |
| - split: train |
| path: data/rust.parquet |
| - config_name: sas |
| data_files: |
| - split: train |
| path: data/sas.parquet |
| - config_name: scala |
| data_files: |
| - split: train |
| path: data/scala.parquet |
| - config_name: scheme |
| data_files: |
| - split: train |
| path: data/scheme.parquet |
| - config_name: shell |
| data_files: |
| - split: train |
| path: data/shell.parquet |
| - config_name: smalltalk |
| data_files: |
| - split: train |
| path: data/smalltalk.parquet |
| - config_name: solidity |
| data_files: |
| - split: train |
| path: data/solidity.parquet |
| - config_name: sparql |
| data_files: |
| - split: train |
| path: data/sparql.parquet |
| - config_name: sql |
| data_files: |
| - split: train |
| path: data/sql.parquet |
| - config_name: stan |
| data_files: |
| - split: train |
| path: data/stan.parquet |
| - config_name: standard-ml |
| data_files: |
| - split: train |
| path: data/standard-ml.parquet |
| - config_name: stata |
| data_files: |
| - split: train |
| path: data/stata.parquet |
| - config_name: systemverilog |
| data_files: |
| - split: train |
| path: data/systemverilog.parquet |
| - config_name: tcl |
| data_files: |
| - split: train |
| path: data/tcl.parquet |
| - config_name: tcsh |
| data_files: |
| - split: train |
| path: data/tcsh.parquet |
| - config_name: tex |
| data_files: |
| - split: train |
| path: data/tex.parquet |
| - config_name: thrift |
| data_files: |
| - split: train |
| path: data/thrift.parquet |
| - config_name: typescript |
| data_files: |
| - split: train |
| path: data/typescript.parquet |
| - config_name: verilog |
| data_files: |
| - split: train |
| path: data/verilog.parquet |
| - config_name: vhdl |
| data_files: |
| - split: train |
| path: data/vhdl.parquet |
| - config_name: visual-basic |
| data_files: |
| - split: train |
| path: data/visual-basic.parquet |
| - config_name: xslt |
| data_files: |
| - split: train |
| path: data/xslt.parquet |
| - config_name: yacc |
| data_files: |
| - split: train |
| path: data/yacc.parquet |
| - config_name: yaml |
| data_files: |
| - split: train |
| path: data/yaml.parquet |
| - config_name: zig |
| data_files: |
| - split: train |
| path: data/zig.parquet |
| --- |
| |
| # Starcoder Dataset (The Stack - Sub-sampled) |
|
|
| This dataset is derived from the "Starcoder" version of [The Stack](https://huggingface.co/datasets/bigcode/the-stack), a 6.4 TB dataset of permissively licensed source code in 384 programming languages. |
|
|
| This repository contains the data organized into subsets, one for each programming language or data type. |
|
|
| ## How to Use |
|
|
| You can load any language-specific subset of the data using the `datasets` library. You must specify the `name` parameter with the desired language. |
|
|
| For example, to load the Python or Java subsets: |
|
|
| ```python |
| from datasets import load_dataset |
| |
| # Load the Python subset |
| python_data = load_dataset("Sam-Shin/starcoder", name="python", split="train") |
| |
| # Load the C++ subset |
| cpp_data = load_dataset("Sam-Shin/starcoder", name="cpp", split="train") |
| |
| # Load the C# subset |
| csharp_data = load_dataset("Sam-Shin/starcoder", name="c-sharp", split="train") |
| |
| print(python_data) |
