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---
datasets:
- NatLibFi/Finna-metadata
language:
- fi
- en
- sv
license: cc0-1.0
pipeline_tag: text-classification
tags:
- glam
- lam
- subject indexing
- annif
thumbnail: https://raw.githubusercontent.com/NatLibFi/FintoAI/main/ai.finto.fi/static/img/finto-ai-social.png
---
# FintoAI-data-YSO
This repository is for the [Annif](https://annif.org) projects with the
[YSO vocabulary](https://finto.fi/yso)
used at the [Finto AI service](https://ai.finto.fi/).
The current models were published there 2025-10-07.
The models have been trained on Python 3.11.11 with Annif version 1.4.0.
The configurations of the projects are in individual `.cfg` files in the root of
this repository.
The GitHub repository [FintoAI-data-YSO](https://github.com/NatLibFi/FintoAI-data-YSO) contains the
project configurations and the DVC pipeline used in training and
evaluating the projects.
The training corpora that are public can be found from the [Annif-corpora repository](https://github.com/NatLibFi/Annif-corpora/).
## Usage
To download selected projects with Annif use the `annif download` command, for
example run
annif download "*-fi" NatLibFi/FintoAI-data-YSO
See [Annif wiki](https://github.com/NatLibFi/Annif/wiki/Hugging-Face-Hub-integration) for more information.
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## Projects
```
Project ID Project Name Vocabulary ID Language
-----------------------------------------------------------------------
yso-bonsai-en YSO Omikuji Bonsai English yso en
yso-bonsai-fi YSO Omikuji Bonsai Finnish yso fi
yso-bonsai-sv YSO Omikuji Bonsai Swedish yso sv
yso-en YSO English (2025.7.Laotse) yso en
yso-fasttext-en YSO fastText English yso en
yso-fasttext-fi YSO fastText Finnish yso fi
yso-fasttext-sv YSO fastText Swedish yso sv
yso-fi YSO suomi (2025.7.Laotse) yso fi
yso-mllm-en YSO MLLM English yso en
yso-mllm-fi YSO MLLM Finnish yso fi
yso-mllm-sv YSO MLLM Swedish yso sv
yso-sv ALLFO svenska (2025.7.Laotse) yso sv
```
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