Update README.md

README.md

@@ -54,7 +54,36 @@ Meta developed and publicly released the Llama 2 family of large language models
 **License** A custom commercial license is available at: [https://ai.meta.com/resources/models-and-libraries/llama-downloads/](https://ai.meta.com/resources/models-and-libraries/llama-downloads/)
 
 **Research Paper** ["Llama-2: Open Foundation and Fine-tuned Chat Models"](arxiv.org/abs/2307.09288)
-
+'''
+pip install llama-cpp-python==0.2.6
+'''
+
+### Sample Code
+'''python
+from llama_cpp import Llama
+llm = Llama(model_path="./models/7B/llama-model.gguf")
+output = llm("Q: Name the planets in the solar system? A: ", max_tokens=32, stop=["Q:", "\n"], echo=True)
+print(output)
+'''
+{
+  "id": "cmpl-xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx",
+  "object": "text_completion",
+  "created": 1679561337,
+  "model": "./models/7B/llama-model.gguf",
+  "choices": [
+    {
+      "text": "Q: Name the planets in the solar system? A: Mercury, Venus, Earth, Mars, Jupiter, Saturn, Uranus, Neptune and Pluto.",
+      "index": 0,
+      "logprobs": None,
+      "finish_reason": "stop"
+    }
+  ],
+  "usage": {
+    "prompt_tokens": 14,
+    "completion_tokens": 28,
+    "total_tokens": 42
+  }
+}
 ## Intended Use
 **Intended Use Cases** Llama 2 is intended for commercial and research use in English. Tuned models are intended for assistant-like chat, whereas pretrained models can be adapted for a variety of natural language generation tasks.