Update README.md

README.md

@@ -23,6 +23,29 @@ There are several factors to consider when choosing a university:
 5. Faculty: The faculty of the university should be good. This will ensure that professors have knowledge of the subject.
 6. Faculty: The faculty of the university should be good. This will ensure that professors have knowledge of the subject. 
 """
+```
+## With Repetition Penalty 
+
+```python
+from deepsparse import TextGeneration
+
+generation_config = {
+    "repetition_penalty": 1.1,
+    "do_sample": True,
+    "max_new_tokens": 500,
+}
+
+prompt = "How to get in a good university?"
+formatted_prompt =  f"<|im_start|>user\n{prompt}<|im_end|>\n<|im_start|>assistant\n"
+
+model = TextGeneration(model="hf:nm-testing/TinyLlama-1.1B-Chat-v0.4-pruned60-quant")
+
+print(model(formatted_prompt, generation_config=generation_config,).generations[0].text)
+"""
+The university is one of the best options for students. It provides the right atmosphere for studying. The
+
+""""
+
 ```
 ## One-shot and Export