Update README.md

README.md

@@ -25,6 +25,8 @@ Authors: [Ashvini Kumar Jindal](https://www.linkedin.com/in/ashvini-jindal-26653
 
 **🤗 Hugging Face Announcement Blog**: https://huggingface.co/blog/akjindal53244/llama31-storm8b
 
+**🚀Ollama:** `ollama run ajindal/llama3.1-storm:8b`
+
 <br>
 
 # Llama-3.1-Storm-8B-GGUF
@@ -95,6 +97,7 @@ Llama-3.1-Storm-8B is a powerful generalist model useful for diverse application
 1. `BF16`: [Llama-3.1-Storm-8B](https://huggingface.co/akjindal53244/Llama-3.1-Storm-8B)
 2. ⚡ `FP8`: [Llama-3.1-Storm-8B-FP8-Dynamic](https://huggingface.co/akjindal53244/Llama-3.1-Storm-8B-FP8-Dynamic)
 3. ⚡ `GGUF`: [Llama-3.1-Storm-8B-GGUF](https://huggingface.co/akjindal53244/Llama-3.1-Storm-8B-GGUF)
+4. 🚀 Ollama: `ollama run ajindal/llama3.1-storm:8b`
 
 ## 💻 How to Use GGUF Model
 
@@ -131,6 +134,55 @@ res = llm(prompt, **generation_kwargs)
 print(res["choices"][0]["text"])
 ```
 
+### Function Calling Example with [Ollama](https://ollama.com/)
+```
+import ollama
+tools = [{
+      'type': 'function',
+      'function': {
+        'name': 'get_current_weather',
+        'description': 'Get the current weather for a city',
+        'parameters': {
+          'type': 'object',
+          'properties': {
+            'city': {
+              'type': 'string',
+              'description': 'The name of the city',
+            },
+          },
+          'required': ['city'],
+        },
+      },
+    },
+    {
+      'type': 'function',
+      'function': {
+        'name': 'get_places_to_vist',
+        'description': 'Get places to visit in a city',
+        'parameters': {
+          'type': 'object',
+          'properties': {
+            'city': {
+              'type': 'string',
+              'description': 'The name of the city',
+            },
+          },
+          'required': ['city'],
+        },
+      },
+    },
+  ]
+response = ollama.chat(
+    model='ajindal/llama3.1-storm:8b',
+    messages=[
+        {'role': 'system', 'content': 'Do not answer to nay vulgar questions.'},
+        {'role': 'user', 'content': 'What is the weather in Toronto and San Francisco?'}
+        ],
+    tools=tools
+)
+print(response['message'])  # Expected Response: {'role': 'assistant', 'content': "<tool_call>{'tool_name': 'get_current_weather', 'tool_arguments': {'city': 'Toronto'}}</tool_call>"}
+```
+
 
 ## Alignment Note
 While **Llama-3.1-Storm-8B** did not undergo an explicit model alignment process, it may still retain some alignment properties inherited from the Meta-Llama-3.1-8B-Instruct model.