Fixed Out of Memory issue when processing large datasets #49
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The collect_data.py script will crash when processing large datasets if there's not enough memory. esp. datasets larger than 1GB - LiveCodeBench, MATH, USACO Added an option to assign a smaller writer_batch_size for these datasets. Tested on computer with 24GB RAM. Default writer_batch_size of 1000 will crash and lowering to 200 works.
Muennighoff
approved these changes
Feb 12, 2025
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The collect_data.py script will crash when processing large datasets if there's not enough memory.
esp. datasets larger than 1GB - LiveCodeBench, MATH, USACO
Added an option to assign a smaller writer_batch_size for these datasets.
Tested on computer with 24GB RAM. Default writer_batch_size of 1000 will crash and lowering to 200 works.