feat: add multiprocessing support for dataset loading and processing#48
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feat: add multiprocessing support for dataset loading and processing#48
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Pull Request Overview
This PR adds multiprocessing support to dataset loading and processing operations to improve performance. The changes enable parallel processing across multiple CPU cores when loading datasets from Hugging Face and applying transformations.
- Adds
num_proc=os.cpu_count()parameter toload_dataset,map, andfilteroperations - Updates dataset output structure to organize files by dataset name and subset
- Removes old upload script and adds new one for the restructured dataset format
Reviewed Changes
Copilot reviewed 13 out of 13 changed files in this pull request and generated 2 comments.
| File | Description |
|---|---|
| dataset/utils.py | Updates save_dataset function to support nested directory structure and configurable dataset names |
| dataset/upload_masked_io.py | Removes old dataset upload script |
| dataset/upload_gim_sft.py | Adds new upload script for restructured GIM-SFT dataset format |
| dataset/mask_*.py (13 files) | Adds os import and multiprocessing support to dataset operations |
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