datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
the-stack-dedup
Dataset Card for The Stack
Changelog
Release
Description
v1.0
Initial release of the Stack. Included 30 programming languages and 18 permissive licenses. Note: Three included licenses (MPL/EPL/LGPL) are considered weak copyleft licenses. The resulting near-deduplicated dataset is 1.5TB in size.
v1.1
The three copyleft licenses ((MPL/EPL/LGPL) were excluded and the list of permissive licenses extended to 193 licenses in total. The list of programming… See the full description on the dataset page: https://huggingface.co/datasets/bigcode/the-stack-dedup.the-stack
Dataset Card for The Stack
Changelog
Release
Description
v1.0
Initial release of the Stack. Included 30 programming languages and 18 permissive licenses. Note: Three included licenses (MPL/EPL/LGPL) are considered weak copyleft licenses. The resulting near-deduplicated dataset is 3TB in size.
v1.1
The three copyleft licenses ((MPL/EPL/LGPL) were excluded and the list of permissive licenses extended to 193 licenses in total. The list of programming… See the full description on the dataset page: https://huggingface.co/datasets/bigcode/the-stack.the-stack-metadata
Dataset Card for The Stack Metadata
Changelog
Release
Description
v1.1
This is the first release of the metadata. It is for The Stack v1.1
v1.2
Metadata dataset matching The Stack v1.2
Dataset Summary
This is a set of additional information for repositories used for The Stack. It contains file paths, detected licenes as well as some other information for the repositories.
Supported Tasks and Leaderboards
The main… See the full description on the dataset page: https://huggingface.co/datasets/bigcode/the-stack-metadata.dataset-the-stack-v2-dedup-sub
The Stack v2 Subset with File Contents (Python, Java, JavaScript, C, C++)
TempestTeam/dataset-the-stack-v2-dedup-sub
Dataset Summary
This dataset is a language-filtered and self-contained subset of bigcode/the-stack-v2-dedup, part
of the BigCode Project.
It contains only files written in the following programming languages:
Python 🐍
Java ☕
JavaScript 📜
C ⚙️
C++ ⚙️
Unlike the original dataset, which only includes metadata and Software Heritage IDs, this subset includes… See the full description on the dataset page: https://huggingface.co/datasets/Cyrile/dataset-the-stack-v2-dedup-sub.the_stack_dedup_pythonthe-stack-v2-dedup
The Stack v2
The dataset consists of 4 versions:
bigcode/the-stack-v2: the full "The Stack v2" dataset
bigcode/the-stack-v2-dedup: based on the bigcode/the-stack-v2 but further near-deduplicated <-- you are here
bigcode/the-stack-v2-train-full-ids: based on the bigcode/the-stack-v2-dedup dataset but further filtered with heuristics and spanning 600+ programming languages. The data is grouped into repositories.
bigcode/the-stack-v2-train-smol-ids: based on the… See the full description on the dataset page: https://huggingface.co/datasets/bigcode/the-stack-v2-dedup.the_stack_v2_python_repos_pretraining_dataset_imported_context-datasetthe-stack-smol-python
Dataset Card for "the-stack-smol-python"
More Information needed
the_stack_smol_allthe-stack-v2the-stackthe-stack-v2-pythonthe-stack-v2-python-shufflethe-stack-v2-cthe-stack-dedup-python-filtered-docstringsThis is a dataset originated from bigcode/the-stack-dedup with some filters applied.
The filters filtered in this dataset are:
remove_function_no_docstring
remove_class_no_docstring
remove_delete_markers
the-stack-v2-new-pythonthe-stack-rust-clean
Dataset 1: TheStack - Rust - Cleaned
Description: This dataset is drawn from TheStack Corpus, an open-source code dataset with over 3TB of GitHub data covering 48 programming languages. We selected a small portion of this dataset to optimize smaller language models for Rust, a popular statically typed language.
Target Language: Rust
Dataset Size:
Training: 900,000 files
Validation: 50,000 files
Test: 50,000 files
Preprocessing:
Selected Rust as the target language due to its… See the full description on the dataset page: https://huggingface.co/datasets/ammarnasr/the-stack-rust-clean.the-stack-v2-new-cthe-stack-python-1Mthe-stack-v2-new-cpprust-the-stack-v2the-stack-v2-train-smol-ids-updatedUpdate on The Stack V2 dataset: https://huggingface.co/datasets/bigcode/the-stack-v2-train-smol-ids
All repos from original dataset are parsed with Github API and re-downloaded,
so respective updates are kept, metadata is updated. This took 10+ days to process due to GraphQL limits.
Filtering rules
Removed repos with no update in the last 6 years (no updates since September 2019)
Removed files with a single line
Removed repos with a single file
Removed repos with more than 99%… See the full description on the dataset page: https://huggingface.co/datasets/thepowerfuldeez/the-stack-v2-train-smol-ids-updated.the-stack-v2-dedup-Python_10kthe-stack-v2-train-smol-ids
The Stack v2
The dataset consists of 4 versions:
bigcode/the-stack-v2: the full "The Stack v2" dataset
bigcode/the-stack-v2-dedup: based on the bigcode/the-stack-v2 but further near-deduplicated
bigcode/the-stack-v2-train-full-ids: based on the bigcode/the-stack-v2-dedup dataset but further filtered with heuristics and spanning 600+ programming languages. The data is grouped into repositories.
bigcode/the-stack-v2-train-smol-ids: based on the bigcode/the-stack-v2-dedup… See the full description on the dataset page: https://huggingface.co/datasets/bigcode/the-stack-v2-train-smol-ids.the-stack-dedup-python-filtered-allThis is a dataset originated from bigcode/the-stack-dedup with some filters applied.
The filters filtered in this dataset are:
remove_non_ascii
remove_decorators
remove_async
remove_classes
remove_generators
remove_function_no_docstring
remove_class_no_docstring
remove_unused_imports
remove_delete_markers
the-stack-v2-cppthe-stack-github-issues
Dataset Description
This dataset contains conversations from GitHub issues and Pull Requests. Each conversation is comprised of a series of events, such as opening an issue, creating a comment,
or closing the issue, and includes the author's username, text, action, and identifiers such as the issue ID and number.
The dataset, which is mostly in English, has a total size of 54GB and 30.9M files.
Dataset Structure
from datasets import load_dataset
dataset =… See the full description on the dataset page: https://huggingface.co/datasets/bigcode/the-stack-github-issues.the-stack-v2-train-full-ids
The Stack v2
The dataset consists of 4 versions:
bigcode/the-stack-v2: the full "The Stack v2" dataset
bigcode/the-stack-v2-dedup: based on the bigcode/the-stack-v2 but further near-deduplicated
bigcode/the-stack-v2-train-full-ids: based on the bigcode/the-stack-v2-dedup dataset but further filtered with heuristics and spanning 600+ programming languages. The data is grouped into repositories. <-- you are here
bigcode/the-stack-v2-train-smol-ids: based on the… See the full description on the dataset page: https://huggingface.co/datasets/bigcode/the-stack-v2-train-full-ids.the-stack-v2-processedthe-stack-v2-dedup-Python_10k_01