Update README.md

README.md

@@ -1,3 +1,78 @@
 ---
 license: apache-2.0
+datasets:
+- 0-hero/Matter-0.2-alpha-Slim-A
+language:
+- en
 ---
+
+## Matter 8x22B - 0.2 (Mixtral 8x22B 0.2 Finetune)
+
+Matter 8x22B 0.2 is finetune on the **Matter 0.2 dataset**, which is curated from over 35 datsets analyzing >6B tokens
+
+### Recommended Usage for best results
+System Prompt - `You are a helpful assistant`
+
+### Training
+
+Prompt format: This model uses ChatML prompt format.
+```
+<|im_start|>system
+You are a helpful AI assistant.<|im_end|>
+<|im_start|>user
+{prompt}<|im_end|>
+<|im_start|>assistant
+```
+### Function Calling
+
+Model also supports function calling. Additional tokens for function calling 
+
+Model function call tokens
+- `<tool_call>` - Function call start token
+- `</tool_call>` - Function call end token
+
+Function call response tokens
+- `<tool_response>` - Function response start token
+- `</tool_response>` - Function response end token
+
+Example
+```
+<|im_start|>system
+  You are a helpful assistant with access to the following functions. Use them if required -
+  { "name": "get_news_headlines",
+    "description": "Get the latest news headlines",
+    "parameters":
+      { "type": "object",
+        "properties":
+        { "country":
+          { "type": "string",
+            "description": "The country for which to fetch news"
+          }
+        },
+      "required": [ "country" ]
+    }
+  }
+<|im_end|>
+<|im_start|>user
+   Can you tell me the latest news headlines for the United States?<|im_end|>
+<|im_start|>assistant
+  <tool_call>{"name": "get_news_headlines", "arguments": '{"country": "United States"}'}</tool_call><|im_end|>
+<|im_start|>user
+  <tool_response>{
+    "headlines":
+      [
+        "Biden announces new vaccine mandates",
+        "Hurricane Ida devastates Louisiana",
+        "Apple unveils new iPhone",
+        "NASA's Perseverance rover collects first Mars rock sample"
+      ]
+  }</tool_response>
+<|im_end|>
+<|im_start|>assistant
+  Here are the latest news headlines for the United States:
+  1. Biden announces new vaccine mandates
+  2. Hurricane Ida devastates Louisiana
+  3. Apple unveils new iPhone
+  4. NASA's Perseverance rover collects first Mars rock sample
+<|im_end|>
+```