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This dataset is 10% repo sampled dataset for selected languages. We applied a repo sample rate of 10%. e.g. if sample rate is 10% then we take 10% of all repos for a |
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given language but include all files inside the repo. |
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This was generated using our codecomplete/training/completions/datagen |
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|
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```bash |
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./launch.sh \ |
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--dataset-name bigcode/starcoderdata \ |
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--subset c,cpp,go,java,javascript,typescript,python,ruby,scala,sql \ |
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--sample-rate 0.01 \ |
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--hf-token <HF_TOKEN> \ |
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--output-dir /home/${USER}/data \ |
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--cache-dir /home/${USER}/hfcache \ |
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--output-name c-cpp-go-java-javascript-typescript-python-ruby-scala-sql-0.01 \ |
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--shuffle \ |
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--build |
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``` |
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**Create the repository** |
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```bash |
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# Install git lfs to suport large files |
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curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash |
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sudo apt-get install git-lfs |
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``` |
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```bash |
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# create the dataset repo |
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huggingface-cli repo create <your_dataset_name> --type dataset --organization codecomplete |
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``` |
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e.g. |
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```bash |
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huggingface-cli repo create base_dataset --type dataset --organization codecomplete |
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``` |
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**Clone the repository** |
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```bash |
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git lfs install |
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|
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git clone https://huggingface.co/datasets/<your_organization_name>/<your_dataset_name> |
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|
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e.g. |
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git clone https://huggingface.co/datasets/codecomplete/base_dataset |
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``` |
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**Prepare your files** |
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Create a descriptive README.md and check the dataset.json file |
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```bash |
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cp /somewhere/base_dataset/*.json . |
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git lfs track *.json |
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git add .gitattributes |
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git add *.json |
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git add --all |
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``` |
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|
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**Upload your files** |
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```bash |
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git status |
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git commit -m "First version of the your_dataset_name dataset." |
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git push |
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``` |
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**Verify dataset** |
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```python |
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from datasets import load_dataset |
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dataset = load_dataset("codecomplete/<your_dataset_name>") |
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print(dataset.num_rows) |
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``` |
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