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Datasets:
bigcode
/
the-stack-smol

Tasks:
Text Generation
Modalities:
Tabular
Text
Formats:
json
Sub-tasks:
language-modeling
Languages:
code
Size:
100K - 1M
Libraries:
Datasets
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metadata
annotations_creators: []
language_creators:
  - crowdsourced
language:
  - code
multilinguality:
  - multilingual
size_categories:
  - unknown
source_datasets: []
task_categories:
  - text-generation
task_ids:
  - language-modeling
extra_gated_prompt: >-
  ## Terms of Use for The Stack


  The Stack dataset is a collection of  3.1 TB of source code in 30 programming
  languages. We ask that you read and acknowledge the following points before
  using the dataset:

  1. The Stack is a collection of source code from repositories with various
  licenses. Any use of all or part of the code gathered in The Stack must abide
  by the terms of the original licenses, including attribution clauses when
  relevant. We facilitate this by providing provenance information for each data
  point.

  2. The Stack is regularly updated to enact validated data removal requests. By
  clicking on "Access repository", you agree to update your own version of The
  Stack to the most recent usable version specified by the maintainers in [the
  following
  thread](https://huggingface.co/datasets/bigcode/the-stack/discussions/7). If
  you have questions about dataset versions and allowed uses, please also ask
  them in the dataset’s [community
  discussions](https://huggingface.co/datasets/bigcode/the-stack/discussions/new).
  We will also notify users via email when the latest usable version changes.

  3. To host, share, or otherwise provide access to The Stack dataset, you must
  include [these Terms of
  Use](https://huggingface.co/datasets/bigcode/the-stack#terms-of-use-for-the-stack)
  and require users to agree to it.


  By clicking on "Access repository" below, you accept that your contact
  information (email address and username) can be shared with the dataset
  maintainers as well.
    
extra_gated_fields:
  Email: text
  I have read the License and agree with its terms: checkbox

Dataset Description

Smol

A small subset (~0.1%) of the-stack dataset, each programming language has 10,000 random samples from the original dataset. The dataset has 2.6GB of text (code).

Languages

The dataset contains 30 programming languages:

"assembly", "batchfile", "c++", "c", "c-sharp", "cmake", "css", "dockerfile", "fortran", "go", "haskell", "html", "java",
"javascript", "julia", "lua", "makefile", "markdown", "perl", "php", "powershell", "python", "ruby", "rust", 
"scala", "shell", "sql", "tex", "typescript", "visual-basic"

Dataset Structure 

from datasets import load_dataset
load_dataset("bigcode/the-stack-smol")

DatasetDict({
    train: Dataset({
        features: ['content', 'avg_line_length', 'max_line_length', 'alphanum_fraction', 'licenses', 'repository_name', 'path', 'size', 'lang'],
        num_rows: 300000
    })
})

How to use it

You can either load the whole dataset like above, or load a specific language such as python by specifying the folder directory:

load_dataset("bigcode/the-stack-smol", data_dir="data/python")

DatasetDict({
    train: Dataset({
        features: ['content', 'avg_line_length', 'max_line_length', 'alphanum_fraction', 'licenses', 'repository_name', 'path', 'size', 'lang'],
        num_rows: 10000
    })
})