Update README.md

README.md

@@ -32,6 +32,55 @@ Q&A: USER: how can i start to workout more \n
 INFO: USER: how can i start to workout more \n
 ```
 
+```python
+from transformers import LlamaTokenizer, LlamaForCausalLM, pipeline
+import torch
+import textwrap
+tokenizer = LlamaTokenizer.from_pretrained("erfanzar/LGeM-7B-MT")
+
+model = LlamaForCausalLM.from_pretrained(
+    'erfanzar/LGeM-7B-MT',
+    load_in_8bit=True, 
+    device_map='auto',
+    torch_dtype=torch.float16,
+)
+
+pipe_line = pipeline(
+    "text-generation",
+    model=model, 
+    tokenizer=tokenizer, 
+    max_length=256, # Your max length here
+    temperature=1, # Temperature (use 1 for good performance)
+    top_p=0.95,
+)
+
+verify_text = lambda txt : '\n'.join([textwrap.fill(txt, width=90) for txt in txt.split('\n')])
+with torch.no_grad():
+  output = pipe_line('CONVERSATION: USER: code a program for me to check internet connection in python ? ')
+  print(verify_text(output[0]['generated_text']))
+
+```
+
+### Result 
+
+```python
+import socket
+import time
+
+def check_internet_connection():
+    try:
+        s = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
+        s.connect(("www.google.com", 80))
+        print("Internet connection is active.")
+    except:
+        print("Internet connection is not active.")
+
+if __name__ == "__main__":
+
+  check_internet_connection()
+```
+
+
 # Using Model in OST