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  The Stack v3 is the **largest, most up-to-date open dataset of source code**, crawled directly from GitHub and built to pre-train code LLMs with full-repository context. It is the successor to [The Stack v2](https://huggingface.co/datasets/bigcode/the-stack-v2) and, like its predecessor, is released to make the training of code models more **open, reproducible, and transparent**.
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  Two things set v3 apart from earlier releases of The Stack:
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  1. **The file contents are included inline.** The decoded UTF-8 source text is embedded directly in the dataset, so it is fully self-contained — you can start training the moment the download finishes.
 
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  The Stack v3 is the **largest, most up-to-date open dataset of source code**, crawled directly from GitHub and built to pre-train code LLMs with full-repository context. It is the successor to [The Stack v2](https://huggingface.co/datasets/bigcode/the-stack-v2) and, like its predecessor, is released to make the training of code models more **open, reproducible, and transparent**.
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+ If your code is included in this version and you would like it removed for any reason, please use the ["Am I in The Stack?"](https://huggingface.co/spaces/HuggingFaceCode/in-the-stack) Space to submit a removal request. Repositories that opted out are removed from the dataset before each patch release.
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  Two things set v3 apart from earlier releases of The Stack:
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  1. **The file contents are included inline.** The decoded UTF-8 source text is embedded directly in the dataset, so it is fully self-contained — you can start training the moment the download finishes.