---
language: ["fi"]
tags:
- simplification
license: apache-2.0
pipeline_tag: text-generation
---

This is the Finnish GPT3 XL model (https://huggingface.co/TurkuNLP/gpt3-finnish-xl/) finetuned for simplification. Finetuning was done according to these instructions: https://github.com/spyysalo/instruction-finetune. The instruction for simplification is "Mukauta selkosuomeksi\n\n".

Paper: [Towards Automatic Finnish Text Simplification](https://aclanthology.org/2024.determit-1.4.pdf) (Dmitrieva & Tiedemann, DeTermIt-WS 2024).

The finetuning data can be obtained here: http://urn.fi/urn:nbn:fi:lb-2024011703. If you wish to replicate the results, you can find the training, validation, and testing sentence pairs' ids in the "splits.zip" archive in this repository. The ids contain the following information: "{regular text id}\__{simple text id}__{sentence pair number}".