Update README.md

README.md

@@ -27,9 +27,9 @@ language:
 
 The ImranzamanML/GEFS-language-detector is a fined tuned model by using the dataset of papluca [Language Identification](https://huggingface.co/datasets/papluca/language-identification#additional-information) and the base model [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) .
 
+This language detection model demonstrated exceptional performance, achieving an impressive F1 score close to 100%. This result significantly exceeds typical benchmarks and underscores the model's accuracy and reliability in identifying languages.
 ## Supported languages
-Currently this model support 4 languages for [Theum AG](https://theum.com/en/index.htm?t=) 
-<iframe width="891" height="501" src="https://www.youtube.com/embed/TjQhobopnrA" title="Theum in 2 Minutes" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
+Currently this model support 4 languages but in future more languages will be added. 
 
 Following languages supported by the model:
 - german (de)
@@ -37,7 +37,7 @@ Following languages supported by the model:
 - spanish (es)
 - french (fr)
 
-## Training Results
+## Model Training
 
     Epoch	  Training Loss	    Validation Loss
     1	      0.002600	        0.000148  
@@ -60,4 +60,3 @@ Following languages supported by the model:
     fr	       0.9995	   0.9996	0.9996	 0.9996
     es	       0.9994	   0.9996	0.9995	 0.9996
 
-