Reverted change to upload .bin with different approaches, will be only using .vec extended files in HF

modules/model_embbeding.py

@@ -91,49 +91,12 @@ class Embedding:
                 n_components=2
             )
 
-        model = None
-        binary = path.endswith('.bin')
-
-        # Should be enough for all .vec files
-        try:
-            model = KeyedVectors.load_word2vec_format(
+        model = KeyedVectors.load_word2vec_format(
                 fname=path, 
-                binary=binary, 
+                binary=path.endswith('.bin'), 
                 limit=limit,
                 unicode_errors='ignore'
             )
-            
-        except UnicodeDecodeError:
-            pass    #Try other way of loading
-
-        # If it's a .bin Fasttext saved model
-        if model is None and binary:
-            print('Error during load of provided model. \
-                   Using different approaches. \
-                   The limit parameter won\'t be taken into account'
-                )
-
-            # If it's a Fasttext model
-            try:
-                model = load_facebook_vectors(
-                    path=path
-                )
-
-            except UnicodeDecodeError:
-                pass
-
-            if model is None:
-                # Last chance, if it is a Word2Vec model
-                try:
-                    model = KeyedVectors.load(
-                        fname=path
-                    )
-
-                except:
-                    pass
-        
-        if model is None:
-            raise Exception(f'Can\'t load {path} after multiple approaches.')
 
         # Cased Vocab
         cased_words = model.index_to_key