Update README.md

README.md

@@ -5,4 +5,35 @@ datasets:
 - Intel/orca_dpo_pairs
 language:
 - en
----
+---
+
+# NeuralPipe-7B-slerp-DPO
+
+NeuralPipe-7B-slerp is a Direct Preference Optimized version of a merge of [Samee-ur/NeuralPipe-7B-slerp](https://huggingface.co/Samee-ur/NeuralPipe-7B-slerp). 
+I performed Direct Preference Optimization on the [Intel/orca_dpo_pairs dataset](https://huggingface.co/datasets/Intel/orca_dpo_pairs)
+
+
+## 💻 Usage
+
+```python
+!pip install -qU transformers accelerate
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "Samee-ur/NeuralPipe-7B-slerp-DPO"
+messages = [{"role": "user", "content": "What is a large language model?"}]
+
+tokenizer = AutoTokenizer.from_pretrained(model)
+prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
+pipeline = transformers.pipeline(
+    "text-generation",
+    model=model,
+    torch_dtype=torch.float16,
+    device_map="auto",
+)
+
+outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
+print(outputs[0]["generated_text"])
+```