LAION-AI / LAION-AI/Open-Assistant
Special tokens in datasets
Open
Nobody has claimed this yet.
data
- Dominant language
- Python
- Stars
- 37.4k
- Forks
- 3.3k
- PR merge metrics
- No merged PRs in 30d
Description
As it can be seen in some of the answers our model outputs quite a number of tokens that are reserved for special purposes and should not appear in text. We need a script with which we can check a dataset for these and point us to problematic samples.
Investigation of this should be done manually IMO.
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
The issue names no repository file, test, or entry point; start by reviewing the linked model-evaluation samples and the dataset context. Done means a script can scan a dataset and point to samples containing reserved special tokens.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100