Update README.md

README.md

@@ -11,19 +11,38 @@ license: mit
 language:
 - en
 base_model: mistralai/Mistral-7B-v0.1
-datasets:
-- HuggingFaceH4/ultrachat_200k
-- HuggingFaceH4/ultrafeedback_binarized
 pipeline_tag: text-generation
+widget:
+  - example_title: Weather Example
+    messages:
+      - role: user
+        content: "What is the weather in Jakarta tomorrow?"
+    output:
+      text: '{"name": "get_weather", "arguments": {"location": "Jakarta", "unit": "celsius"}}'
+  - example_title: Flight Booking
+    messages:
+      - role: user
+        content: "Book me a flight to Bali tomorrow morning"
+    output:
+      text: '{"name": "book_flight", "arguments": {"destination": "Bali", "date": "2025-09-04", "time_pref": "morning"}}'
 ---
 
-# lia21/bitagent — Zephyr-7B for **Bittensor Subnet 20 (BitAgent)**
+# 🚀 lia21/bitagent — Fine-tuned Zephyr/Mistral-7B for **Bittensor Subnet 20 (BitAgent)**
 
-Fine-tuned version of **Mistral-7B** adapted for **function-calling** and **structured reasoning** inside **Subnet 20 (BitAgent)**.  
-The model is optimized to produce **valid JSON outputs** of the form:
+This model is fine-tuned for **function-calling** and **structured reasoning** inside **Subnet 20 (BitAgent)**.  
+It is optimized to produce **valid JSON outputs** required by validators.
 
+---
+
+## 🧠 Use Case
+- Works as an **agent LLM** in the BitAgent subnet  
+- Produces **structured JSON-only outputs** (not free text)  
+- Supports **function-calling style outputs** with arguments  
+
+---
+
+## 📝 Function Calling Examples
+
+**Weather Query**
 ```json
-{
-  "name": "<function_name>",
-  "arguments": { "...": "..." }
-}
+{"name": "get_weather", "arguments": {"location": "Jakarta", "unit": "celsius"}}