Update README.md

README.md

@@ -78,6 +78,33 @@ How to use Model
   print(generate_text(model,input_texts,tokenizer))
 
 
+```
+
+How to use Fini_tuned Model
+----------------------
+```
+    import torch 
+    from tokenizers import Tokenizer
+    from lctlm1 import *
+    
+    from tokenizers import Tokenizer
+    tokenizer = Tokenizer.from_file("tokenizer.json")
+    model = LMLCT1()
+    model.load_state_dict(torch.load("lctlm1_finetuned.pth"))
+    
+    if __name__ == "__main__" :
+    
+        state_stop = False
+    
+        while (state_stop == False) :
+            users = input("type input here : ")
+            response =  generate_tesk(model=model,texts=users,tokenizer=tokenizer,temperature=1.0)
+            print(f"response : \n {response}")
+            stop = input("stop ? ")
+            if stop == "y" or stop == "Y" :
+                break 
+    
+
 ```
 
 Model loss Bechmark: