LAION-AI / LAION-AI/Open-Assistant

Add more semantics, logical & reasoning datasets | multilingual

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Python
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Description

I believe that such data can help the model become more meaningful; at the moment, when tested, for example, on semantic tests (evaluate which words from the list are synonyms), the model gives terrible results.

I will gradually develop this idea (as well as refine this issue) and find (then adapt in QnA/instruction format) datasets that could potentially help solve this problem.


Very useful source: https://allenai.org/data


Semantics:
Reasoning & Logic:
Instructions:

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

No files, tests, or entry points are named; start by reviewing the remaining unchecked dataset request, especially ru-turbo-alpaca. Done would require selecting and adapting additional datasets into QnA or instruction format, but the issue does not define a final scope or validation criteria.

Written by the indexing model from the issue text.

Assessment

Domain
data, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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