README.md

---
language:
- en
- ur
base_model:
- meta-llama/Llama-3.2-3B-Instruct
pipeline_tag: question-answering
---

# 🌾 Wheat Assistant - Ollama Model

**Wheat Assistant** is an AI-powered chatbot, fine-tuned on **LLaMA 3.2-3B**, designed to provide expert guidance on **wheat farming and crop health monitoring**. This model is a valuable tool for farmers, researchers, and agricultural enthusiasts, offering insights on various aspects of wheat cultivation, including:

✅ **Wheat Cultivation**  
✅ **Best Agricultural Practices**  
✅ **Irrigation & Water Management**  
✅ **Disease & Pest Control**  
✅ **Wheat Variety Selection**  

## 🚀 Getting Started
Follow the steps below to set up and run the **Wheat Assistant** using **Ollama**.

---
## 🛠 Installation & Setup

### **1️⃣ Install Ollama**
If you haven’t installed **Ollama** yet, follow the official guide:  
🔗 [Ollama Installation Guide](https://ollama.com/docs)

Download and install Ollama based on your operating system (Windows/macOS/Linux).

### **2️⃣ Download the Model**
Download the required model files from Hugging Face:  
🔗 [AROOJNCBC/llama-3.2-3b-wheat_chatbot-gguf](https://huggingface.co/AROOJNCBC/llama-3.2-3b-wheat_chatbot-gguf)

After downloading, place the `Modelfile` and `.gguf` files in your project directory.

---
## 🚀 Running the Wheat Assistant

### **1️⃣ Navigate to the Model Directory**
Open a terminal or command prompt and go to the folder where the `Modelfile` and `.gguf` file are stored:

```bash
cd /path/to/your/model/directory
```

### **2️⃣ Download & Create the Model**
Run the following command to load the model into Ollama:
```bash
ollama create wheat-assistant -f Modelfile
```

### **3️⃣ Start the Wheat Assistant**
To start an interactive session with the chatbot, use:
```bash
ollama run wheat-assistant
```

Now, you can chat with the Wheat Assistant and get expert advice on wheat farming! 🌱

---
## 🌿 Example Questions You Can Ask

- 🌱 **Cultivation & Soil:**
  - What are the best practices for planting wheat?
  - How can I increase wheat yield?
  - What type of soil is best for wheat farming?
  
✅ **Irrigation & Water Management:**
- How much water does wheat need?
- What is the best irrigation system for wheat fields?
- How often should I water my wheat crops?

✅ **Pest & Disease Control:**
- How can I prevent wheat rust disease?
- What are natural ways to control pests in wheat farming?
- Which pesticides are best for wheat farming?

✅ **Wheat Varieties & Uses:**
- What are the best wheat varieties for baking bread?
- Which type of wheat is best for making chapati/roti?
- What are the different types of wheat and their uses?

---

## 📂 Required Model Files
- `Modelfile` – Model configuration file for Ollama
- `model-00001-of-00003.gguf` – Model checkpoint (Part 1)
- `model-00002-of-00003.gguf` – Model checkpoint (Part 2)
- `model-00003-of-00003.gguf` – Model checkpoint (Part 3)
- `tokenizer.json` – Tokenizer configuration file
- `tokenizer_config.json` – Tokenizer settings file
- `.gitattributes` – Git attributes for version control

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## 📜 License
This model is released under [Insert License Name]. Please refer to the LICENSE file for detailed information.

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## 📞 Contact & Support
For inquiries, issues, or discussions, feel free to reach out:

- 🔗 **GitHub Repo:** [AROOJNCBC/llama-3.2-3b-wheat_chatbot](https://huggingface.co/AROOJNCBC/llama-3.2-3b-wheat_chatbot)
- ✉️ **Email:** [Your Email Here]
- 📢 **Follow for Updates:** [Your Social Media or Website]

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💡 *Happy Farming & AI Innovation!* 🚜🌱