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--- |
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license: bigscience-openrail-m |
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task_categories: |
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- text-generation |
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pretty_name: SO13M |
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size_categories: |
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- 10M<n<100M |
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--- |
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# so13m |
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so13m is a dataset containing 13m discussion threads from StackOverflow. The origin of the data is the StackExchange data dump from between January 2014 and December 2022. The threads cover a multitude of topics. This dataset serves as a natural language and (often) accompanying code in the domain of software engineering. Its inclusion could help downstream tasks depending on generating or understanding natural language. |
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## so13m file list |
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- so13m.pkl -- a pickle file that is a dictionary for stackoverflow's posts with key = post id and value = stackoverflow post |
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- so13m.json.gz -- a compressed version of json file that is a dicrionary for stackoverflow's posts with key = post id and value = stackoverflow post |
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- stackoverflow_txtfiles.pkl -- a pickle file that is a list of id of stackoverflow's post |
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- train.bin; val.bin -- bin files for traning and fine-tuning models |
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--- |
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## so13m dataset details |
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We provide the size of our dataset in the following table: |
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| Config | Value | |
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| ------- | ------- | |
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|number of tokens | 10,495,518,108| |
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|number of Stack Overflow Posts | 13,071,148| |
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|megabytes after processing |16,695 | |
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We tokenize our data using scripts provided in our [github repository](https://github.com/apcl-research/jam/blob/main/data/jam_so13m/prepare_stackoverflow.py). |
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