diff --git a/README.md b/README.md index 5d8406a5041f6cbfadd72e6745230233d35e7844..017ead691f5ba40d7c33c6273f5a9f8662215b72 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,297 @@ ---- -license: odc-by ---- +--- +dataset_info: +- config_name: arxiv + features: + - name: content + dtype: string + splits: + - name: train + num_bytes: 89223183645.0 + num_examples: 1558306 + download_size: 40911186876 + dataset_size: 89223183645.0 +- config_name: documentation + features: + - name: project + dtype: string + - name: source + dtype: string + - name: language + dtype: string + - name: content + dtype: string + splits: + - name: train + num_bytes: 5421472234.0 + num_examples: 59733 + download_size: 1853451922 + dataset_size: 5421472234.0 +- config_name: ir_cpp + features: + - name: __index_level_0__ + dtype: string + - name: id + dtype: string + - name: content + dtype: string + splits: + - name: train + num_bytes: 102081135272.0 + num_examples: 2916655 + download_size: 26047978422 + dataset_size: 102081135272.0 +- config_name: ir_low_resource + features: + - name: __index_level_0__ + dtype: string + - name: id + dtype: string + - name: content + dtype: string + - name: size + dtype: int64 + splits: + - name: train + num_bytes: 10383382043.0 + num_examples: 393988 + download_size: 2464513603 + dataset_size: 10383382043.0 +- config_name: ir_python + features: + - name: id + dtype: string + - name: content + dtype: string + splits: + - name: train + num_bytes: 12446664464.0 + num_examples: 154507 + download_size: 3039297625 + dataset_size: 12446664464.0 +- config_name: ir_rust + features: + - name: __index_level_0__ + dtype: string + - name: id + dtype: string + - name: content + dtype: string + splits: + - name: train + num_bytes: 4764927851.0 + num_examples: 32720 + download_size: 1254786199 + dataset_size: 4764927851.0 +- config_name: issues + features: + - name: repo_name + dtype: string + - name: content + dtype: string + - name: issue_id + dtype: string + splits: + - name: train + num_bytes: 31219575534.38484 + num_examples: 15549682 + download_size: 16483899047 + dataset_size: 31219575534.38484 +- config_name: jupyter_scripts + features: + - name: repo_name + dtype: string + - name: content + dtype: string + - name: path + dtype: string + splits: + - name: train + num_bytes: 40474200129.21856 + num_examples: 3529416 + download_size: 17513608795 + dataset_size: 40474200129.21856 +- config_name: jupyter_structured + features: + - name: repo_name + dtype: string + - name: content + dtype: string + - name: path + dtype: string + splits: + - name: train + num_bytes: 39594556099.87017 + num_examples: 4252889 + download_size: 16889239760 + dataset_size: 39594556099.87017 +- config_name: kaggle + features: + - name: content + dtype: string + - name: file_id + dtype: string + splits: + - name: train + num_bytes: 5228745262.0 + num_examples: 580195 + download_size: 2234440007 + dataset_size: 5228745262.0 +- config_name: lhq + features: + - name: content + dtype: string + - name: metadata + struct: + - name: difficulty + dtype: string + - name: field + dtype: string + - name: topic + dtype: string + splits: + - name: train + num_bytes: 751273849.0 + num_examples: 7037500 + download_size: 272913202 + dataset_size: 751273849.0 +- config_name: owm + features: + - name: url + dtype: string + - name: date + dtype: timestamp[s] + - name: metadata + dtype: string + - name: content + dtype: string + splits: + - name: train + num_bytes: 56294728333.0 + num_examples: 6315233 + download_size: 27160071916 + dataset_size: 56294728333.0 +- config_name: pull_requests + features: + - name: content + dtype: string + - name: guid + dtype: string + - name: ctx-size + dtype: int64 + splits: + - name: train + num_bytes: 52871142902.97541 + num_examples: 2555843 + download_size: 16638673686 + dataset_size: 52871142902.97541 +- config_name: stackoverflow + features: + - name: date + dtype: string + - name: nb_tokens + dtype: int64 + - name: text_size + dtype: int64 + - name: content + dtype: string + splits: + - name: train + num_bytes: 35548199612.0 + num_examples: 10404628 + download_size: 17008831030 + dataset_size: 35548199612.0 +- config_name: wikipedia + features: + - name: content + dtype: string + - name: meta + dtype: string + - name: red_pajama_subset + dtype: string + splits: + - name: train + num_bytes: 21572720540.0 + num_examples: 6630651 + download_size: 12153445493 + dataset_size: 21572720540.0 +configs: +- config_name: arxiv + data_files: + - split: train + path: arxiv/train-* +- config_name: documentation + data_files: + - split: train + path: documentation/train-* +- config_name: ir_cpp + data_files: + - split: train + path: ir_cpp/train-* +- config_name: ir_low_resource + data_files: + - split: train + path: ir_low_resource/train-* +- config_name: ir_python + data_files: + - split: train + path: ir_python/train-* +- config_name: ir_rust + data_files: + - split: train + path: ir_rust/train-* +- config_name: issues + data_files: + - split: train + path: issues/train-* +- config_name: jupyter_scripts + data_files: + - split: train + path: jupyter_scripts/train-* +- config_name: jupyter_structured + data_files: + - split: train + path: jupyter_structured/train-* +- config_name: kaggle + data_files: + - split: train + path: kaggle/train-* +- config_name: lhq + data_files: + - split: train + path: lhq/train-* +- config_name: owm + data_files: + - split: train + path: owm/train-* +- config_name: pull_requests + data_files: + - split: train + path: pull_requests/train-* +- config_name: stackoverflow + data_files: + - split: train + path: stackoverflow/train-* +- config_name: wikipedia + data_files: + - split: train + path: wikipedia/train-* +--- + +# StarCoder2data extras + +This is the dataset of extra sources (different from pure Stack v2 code) used to train the StarCoder2 family of models. It contains the following subsets: + +- Jupyter Scripts: Jupyter notebooks from The Stack v2 converted to scripts. +- Jupyter Structured: Jupyter notebooks from The Stack v2 converted to a structured format of code, markdown & output cells. +- Kaggle: Kaggle notebooks from [Meta-Kaggle-Code](https://www.kaggle.com/datasets/kaggle/meta-kaggle-code) dataset, converted to scripts and prefixed with information on the Kaggle datasets used in the notebook. The file headers have a similar format to Jupyter Structured but the code content is only one single script. +- Pull Requests: processed GitHub Pull Requests. +- StackOverflow: stackoverflow conversations from this [StackExchnage dump}(https://archive.org/details/stackexchange). +- Issues: processed GitHub issues. +- Owm: [Open-Web-math](https://huggingface.co/datasets/open-web-math/open-web-math) dataset. +- LHQ: Leandro's High quality dataset, it is a compilation of high quality code files from: APPS-train, CodeContests, GSM8K-train, GSM8K-SciRel, DeepMind-Mathematics, Rosetta-Code, MultiPL-T, ProofSteps, ProofSteps-lean. +- Wiki: the english subset of the wikipedia dump in [RedPajama](https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T). +- Arxiv: Arxiv subset of [RedPajama](https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T) dataset, further processed the dataset only to retain latex source files and remove preambles, comments, macros, and bibliographies from these files. +- IR_language: these are intermediate representations of Python, Rust, C++ and other low resource languages. +- Documentation: documentation of popular libraries. + +For more details on the processing of each subset, check the StarCoder2 paper or The Stack v2 [GitHub repository](https://github.com/bigcode-project/the-stack-v2/). diff --git a/arxiv/train-00000-of-00044.parquet b/arxiv/train-00000-of-00044.parquet new file mode 100644 index 0000000000000000000000000000000000000000..2580954bc45cc097f0b0def3968a7236b03845ca --- /dev/null +++ b/arxiv/train-00000-of-00044.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c10784ee5a9e204f9f8024f04fb1e9f5afdb8876b33162bde69e669bd05e38a0 +size 912781055 diff --git a/arxiv/train-00001-of-00044.parquet b/arxiv/train-00001-of-00044.parquet new file mode 100644 index 0000000000000000000000000000000000000000..e8b7eb2186d8af2abd1f67a6ce1e1af75e3e93e4 --- /dev/null +++ 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