---
tags:
- bittensor
- subnet-20
- agent
- function-calling
- json-output
- mistral
- conversational
license: mit
language:
- en
base_model: mistralai/Mistral-7B-v0.1
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 — Fine-tuned Zephyr/Mistral-7B for **Bittensor Subnet 20 (BitAgent)**

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": "get_weather", "arguments": {"location": "Jakarta", "unit": "celsius"}}