Update README.md

Add predict.sh description

README.md

@@ -12,13 +12,12 @@ This version of parser is based on XLM-R Base encoder. The encoder weights were
 ## Usage
 
 1. Clone https://github.com/CobaldAnnotation/CobaldParser, go to the repo directory and install requirements.
-2. Download the `model.tar.gz` file. You can do it manually of via `git clone https://huggingface.co/CoBaLD/xlm-roberta-base-cobald-parser-ru`.
-3. Run `allennlp predict` with the following arguments on the conllu file you want to annotate with CoBaLD:
+2. Download the `model.tag.gz` file. You can do it manually of via:
 ```
-allennlp predict <PATH_TO_model.tar.gz> <INPUT_CONLLU_FILE> \
---output-file <OUTPUT_CONLLU_FILE> \
---include-package src \
---predictor morpho_syntax_semantic_predictor \
---use-dataset-reader
+git clone https://huggingface.co/CoBaLD/xlm-roberta-base-cobald-parser-ru
 ```
-4. Now see the results in output conllu file you specified.
+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.