Update README.md

README.md

@@ -29,24 +29,24 @@ base_model:
 This is an instance of [xlm-roberta-large](https://huggingface.co/FacebookAI/xlm-roberta-large) that was fine-tuned on binary toxicity classification task based on our updated (2025) dataset [textdetox/multilingual_toxicity_dataset](https://huggingface.co/datasets/textdetox/multilingual_toxicity_dataset).
 
 Now, the models covers 15 languages from various language families:
-* English (en); F1: 
-* Russian (ru); F1: 
-* Ukrainian (uk); F1: 
-* German (de); F1: 
-* Spanish (es); F1: 
-* Arabic (ar); F1: 
-* Amharic (am); F1: 
-* Hindi (hi); F1: 
-* Chinese (zh); F1: 
-* Italian (it); F1: 
-* French (fr); F1: 
-* Hinglish (hin); F1: 
-* Hebrew (he); F1: 
-* Japanese (ja); F1: 
-* Tatar (tt); F1: 
+* English (en); F1: 0.9225
+* Russian (ru); F1: 0.9525
+* Ukrainian (uk); F1: 0.96
+* German (de); F1: 0.7325
+* Spanish (es); F1: 0.7125
+* Arabic (ar); F1: 0.6625
+* Amharic (am); F1: 0.5575
+* Hindi (hi); F1: 0.9725
+* Chinese (zh); F1: 0.9175
+* Italian (it); F1: 0.5864
+* French (fr); F1: 0.9235
+* Hinglish (hin); F1: 0.61
+* Hebrew (he); F1: 0.8775
+* Japanese (ja); F1: 0.8773
+* Tatar (tt); F1: 0.5744
 
 
 ## Citation
-The model is prepared for TextDetox 2025 Shared Task evaluation.
+The model is prepared for [TextDetox 2025 Shared Task](https://pan.webis.de/clef25/pan25-web/text-detoxification.html) evaluation.
 
 Citation TBD soon.