Use a temporary directory for downloading finetuning dataset files #1608
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irenedea
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mvpatel2000
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Co-authored-by: Mihir Patel <mihir.v.patel7@gmail.com>
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…files (mosaicml#1608)" This reverts commit ed6b72b.
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Uses a temporary directory to download finetuning files to. Similar to mosaicml/composer#3673
This avoids issues where the working directory has limits on file sizes or permission restrictions. This also enables more configurability because we can set the default temp dir if needed.
Manual Tests
jsonl file
test-tempdir-finetuning-jsonl-file-Jh9IH6jsonl file on 16 gpus
test-tempdir-finetuning-jsonl-file-16-gpus-Lxmfdvhf dataset + safeload
test-tempdir-finetuning-hf-dataset-DxwRw9hf dataset + safeload on 16 gpus
test-tempdir-finetuning-hf-dataset-16-gpus-OkPHge