---
language:
- ru
library_name: allennlp
pipeline_tag: token-classification
---

# XLM-RoBERTa Base CoBaLD parser

This version of parser is based on XLM-R Base encoder. The encoder weights were initialized from `xlm-roberta-base` model.

## Usage

1. Clone https://github.com/CobaldAnnotation/CobaldParser, go to the repo directory and install requirements.
2. Download the `model.tag.gz` file. You can do it manually of via:
```
git clone https://huggingface.co/zpbrent/allennlp-xlm-roberta-base-cobald-parser-ru
```
3. Run `predict.sh` script to inference the model against an input conllu file you want to annotate with CoBaLD:
```
./predict.sh PATH_TO_MODEL.tar.gz INPUT.conllu OUTPUT.conllu
```
4. Now see the results in OUTPUT.conllu.