---
license: cc-by-sa-4.0
language:
- et
base_model:
- EMBEDDIA/est-roberta
pipeline_tag: token-classification
library_name: transformers
---

## Model description

est-roberta-vm-morph-tagging is an Est-RoBERTa based model fine-tuned for tagging partofpseech and morphological features in Estonian texts using [Vabamorf's tagset](https://github.com/Filosoft/vabamorf/blob/e6d42371006710175f7ec328c98f90b122930555/doc/tagset.md). 
This version of the model has been fine-tuned to mimic automatic tagging behaviour of the [Vabamorf morphological analyser and disambiguator](https://github.com/estnltk/estnltk/blob/main/tutorials/nlp_pipeline/B_morphology/01_morphological_analysis.ipynb). 
Fine-tuning and evaluation scripts of the model are available in the repository: https://github.com/estnltk/estnltk-model-training/tree/main/morph_tagging