Update README.md

README.md

@@ -99,6 +99,37 @@ _ = model.generate(
     streamer = TextStreamer(tokenizer, skip_prompt = True),
 )
 ```
+**For pipeline:** 
+
+```python
+from transformers import pipeline, AutoModelForCausalLM, AutoTokenizer
+from peft import PeftModel
+
+tokenizer = AutoTokenizer.from_pretrained("unsloth/Qwen2.5-0.5B-Instruct")
+base_model = AutoModelForCausalLM.from_pretrained("unsloth/Qwen2.5-0.5B-Instruct")
+model = PeftModel.from_pretrained(base_model, "khazarai/HeisenbergQ-0.5B-RL")
+
+question = """
+What is the significance of setting mass equal to 1 in a quantum dynamical system, and how does it impact the formulation of the Hamiltonian and the operators?
+"""
+
+system = """
+Respond in the following format:
+<reasoning>
+...
+</reasoning>
+<answer>
+...
+</answer>
+"""
+
+pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
+messages = [
+    {"role" : "system", "content" : system},
+    {"role": "user", "content": question}
+]
+pipe(messages)
+```
 
 ## Training Details