Datasets:
Tasks:
Text Generation
Formats:
parquet
Sub-tasks:
language-modeling
Languages:
code
Size:
10M - 100M
| 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 source code in over 300 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 | |
| This is the Python, Java and JavaScript subsets of The Stack (v1.1) after cleaning* and agressive deduplication from [stack-dedup-alt-decontaminate](https://huggingface.co/datasets/bigcode/stack-dedup-alt-decontaminate) with | |
| filtering on [comment to code ratio](https://github.com/bigcode-project/bigcode-dataset/tree/main/preprocessing) with minimum of 0.01 and maximum of 0.8. | |
| The additional comments filtering removes 26.5% of the dataset's volume which goes from 215GB of text to 170GB. | |
| (*) cleaning: near deduplication + PII redaction + line length & percentage of alphanumeric characters filtering + data decontamination | |