Update README.md

README.md

@@ -111,6 +111,35 @@ _ = 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/Qwen3-1.7B")
+base_model = AutoModelForCausalLM.from_pretrained("unsloth/Qwen3-1.7B")
+model = PeftModel.from_pretrained(base_model, "khazarai/Personal-Finance-R1")
+
+question =
+"""
+$19k for a coding bootcamp
+
+Hi!
+
+I was just accepted into the full-time software engineering program with Flatiron and have approx. $0 to my name.
+I know I can get a loan with either Climb or accent with around 6.50% interest, is this a good option?
+I would theoretically be paying near $600/month.
+
+I really enjoy coding and would love to start a career in tech but the potential $19k price tag is pretty scary. Any advice?
+"""
+
+pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
+messages = [
+    {"role": "user", "content": question}
+]
+pipe(messages)
+```
 
 ## Training Details