huggingface / huggingface/datatrove
How do I assess whether the accuracy before and after dedup
- Dominant language
- Python
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Description
https://github.com/huggingface/datatrove/blob/main/examples/fineweb.py
After I finish executing this file, I have two folders: **deduplicated_output** and **removed**. How do I determine which of the removed samples corresponds to which of the retained samples
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Research direction
Start by reading examples/fineweb.py and inspecting how it produces the deduplicated_output and removed folders. Determine whether the example exposes enough information to relate removed samples to retained samples, then document the steps and limitations for assessing the before-and-after accuracy.
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Assessment
- Tech stack
- python
- Domain
- data-engineering
- Issue type
- Documentation
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100