tensorflow / tensorflow/datasets
Customizing Splits
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Description
Hello, I was wondering how to can I change the splits of the dataset.
I am currently working on the SAMSum dataset and validation part is 5% of the dataset size and I would like to take some of the examples in the train part to make the validation part reach 10%
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Review how the SAMSum dataset currently defines its train and validation splits, then look for the documented dataset-loading or split-customization entry points. Done means confirming whether examples can be moved from train so validation reaches 10%, and documenting or implementing the supported approach.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- Domain
- data
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 30/100