Update README.md

README.md

@@ -21,4 +21,43 @@ language:
 - en
 - fr
 - es
----
+---
+
+# German, English, French and Spanish Language Detector
+
+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) .
+
+## Supported languages
+Currently this model support 4 languages for [Theum AG](https://theum.com/en/index.htm?t=) 
+![row01](https://youtu.be/TjQhobopnrA)
+
+Following languages supported by the model:
+- german (de)
+- english (en)
+- spanish (es)
+- french (fr)
+
+## Training Results
+
+    Epoch	  Training Loss	    Validation Loss	    
+    1	      0.002600	        0.000148	        
+    2	      0.001000	        0.000015	       
+    3	      0.000000	        0.000011	       
+    4	      0.001800	        0.000009	       
+    5	      0.002700	        0.000016	       
+    6	      0.001600	        0.000012	        
+    7	      0.001300	        0.000009	       
+    8	      0.001200	        0.000008	       
+    9	      0.000900	        0.000007	        
+    10	      0.000900	        0.000007	        
+
+
+## Testing Results
+
+    Language	  Precision	        Recall	            F1 	        Accuracy
+    de	          0.9997	        0.9998	            0.9998      0.9999
+    en	          1.0000	        1.0000	            1.0000	    1.0000
+    fr	          0.9995	        0.9996	            0.9996	    0.9996
+    es	          0.9994	        0.9996	            0.9995	    0.9996
+
+