Update README.md

README.md

@@ -90,6 +90,29 @@ _ = 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/Qwen3-0.6B")
+base_model = AutoModelForCausalLM.from_pretrained("unsloth/Qwen3-0.6B")
+model = PeftModel.from_pretrained(base_model, "khazarai/Chemistry-R1")
+
+
+question="""
+A bowl contains 10 jellybeans (four red, one blue and five white). If you pick three jellybeans from the bowl at random and without replacement,
+what is the probability that exactly two will be red? Express your answer as a common fraction?
+"""
+
+pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
+messages = [
+    {"role": "user", "content": question}
+]
+pipe(messages)
+
 ```
 
 ### Framework versions