deepspeedai / deepspeedai/DeepSpeedExamples
Which Wikipedia and BookCorpus datasets to use for Bert-pretraining example?
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Description
I am trying to follow the example here
https://www.deepspeed.ai/tutorials/bert-pretraining/
The section on getting the datasets says 'Note: Downloading and pre-processing instructions are coming soon.'.
I tried googling but those datasets seem tricky to find. And even then, I'm not sure if they would be the correct versions to use for the script.
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Research direction
Start with the dataset section of the BERT pretraining tutorial at https://www.deepspeed.ai/tutorials/bert-pretraining/. Determine which Wikipedia and BookCorpus versions the example expects and document reliable download and preprocessing instructions. Done means a reader can obtain the intended datasets and prepare them for the tutorial script.
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Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Documentation
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100