LAION-AI / LAION-AI/Open-Assistant

Special tokens in datasets

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data
Dominant language
Python
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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

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First steps

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  3. Fork the repository and make your change on a branch.
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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

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