Update README.md

README.md

@@ -74,7 +74,7 @@ Swap:
 CDS differs from swaps as it focuses on credit risk protection, while swaps involve cash flow exchange.
 ```
 
-# Example with Transformers:
+# Example with Transformers and pipeline:
 
 See the snippet below for usage with Transformers:
 
@@ -178,3 +178,21 @@ The least profitable strategy is the inflation-linked bond spread strangle strat
 The most risky strategies are the inflation-linked swap spread strangle strategy and the inflation-linked bond spread strangle strategy, with a risk score of -1 and -2, respectively.
 The least risky strategy is the inflation-linked credit spread straddle strategy, with a risk score of 0.
 ```
+
+
+# Example with Transformers:
+
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+tokenizer = AutoTokenizer.from_pretrained("baconnier/finance_dolphin_orpo_llama3_8B_r64_51K")
+model = AutoModelForCausalLM.from_pretrained("baconnier/finance_dolphin_orpo_llama3_8B_r64_51K")
+
+
+prompt = "What is CDS compare it to a swap"
+inputs = tokenizer(prompt, return_tensors="pt")
+
+# Generate
+generate_ids = model.generate(inputs.input_ids, max_length=200)
+tokenizer.batch_decode(generate_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)[0]
+```