---
datasets:
- NatLibFi/Finna-metadata
language:
- fi
- sv
- en
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 2025-03-18.
The models have been trained on Python 3.9.21 with Annif version 1.3.0.
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 (2025.2.Kant)    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 (2025.2.Kant)      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 (2025.2.Kant)  yso            sv      
```
<!--- end-of-autoupdating-part --->