mayankpuvvala/github-pytorch-issues
Dataset Card for github-pytorch-issues Dataset Summary This dataset is a curated collection of GitHub issues from the PyTorch repository. Each entry includes the issue title, body, user, state, labels, comments, and other relevant fields that are useful for tasks such as text classification, semantic search, and question answering. Supported Tasks and Leaderboards The dataset supports the following tasks: Open-domain Question Answering: Given a… See the full description on the dataset page: https://huggingface.co/datasets/mayankpuvvala/github-pytorch-issues.
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1---2annotations_creators:3- no-annotation4language:5- en6language_creators:7- other8license: []9multilinguality:10- monolingual11pretty_name: github-pytorch-issues12size_categories:13- 1K<n<10K14source_datasets: []15tags:16- Pytorch issues information Custom data set17task_categories:18- question-answering19- text-generation20task_ids:21- open-domain-qa22- closed-domain-qa23- language-modeling24---25 26# Dataset Card for github-pytorch-issues27 28## Dataset Summary29 30This dataset is a curated collection of GitHub issues from the [PyTorch repository](https://github.com/pytorch/pytorch). Each entry includes the issue `title`, `body`, `user`, `state`, `labels`, `comments`, and other relevant fields that are useful for tasks such as text classification, semantic search, and question answering.31 32## Supported Tasks and Leaderboards33 34The dataset supports the following tasks:35- **Open-domain Question Answering**: Given a user query, match it to a relevant issue and retrieve the response from the issue body or comments.36- **Closed-domain Question Answering**: Same as above but restricted to PyTorch-related questions.37- **Text Generation / Language Modeling**: Use the issue title as prompt and body as target text to fine-tune generative models.38 39## Languages40 41- English (`en`)42 43## Dataset Structure44 45### Data Fields46 47- `id`: Unique issue ID48- `title`: Title of the issue49- `user`: GitHub user who opened the issue50- `state`: Open or closed51- `labels`: Comma-separated labels/tags52- `comments`: Number of comments53- `author_association`: Role of the author in the repository54- `body`: Main text of the issue55 56## Example57 58```json59{60 "id": 1500,61 "title": "torch.save crashes on certain tensor inputs",62 "user": "some_user",63 "state": "open",64 "labels": ["bug", "serialization"],65 "comments": 4,66 "author_association": "CONTRIBUTOR",67 "body": "I'm encountering a crash when trying to serialize certain model outputs..."68}69```70### Dataset Creation71 The dataset was created by collecting issues via the GitHub REST API using the endpoint:72```python73https://api.github.com/repos/pytorch/pytorch/issues74```