Update README.md

README.md

@@ -7,66 +7,104 @@ base_model:
 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**  
 
-# Wheat Assistant - Ollama Model
-
-Welcome to the **Wheat Assistant**, a specialized AI chatbot designed to provide accurate and concise information about wheat farming. This model is fine-tuned to answer questions related to wheat cultivation, disease management, irrigation techniques, and crop health monitoring.
-
-## Getting Started
-
-Follow these steps to set up and run the Wheat Assistant model using Ollama.
+## 🚀 Getting Started
+Follow the steps below to set up and run the **Wheat Assistant** using **Ollama**.
 
 ---
-### Prerequisites
+## 🛠 Installation & Setup
 
-1. **Install Ollama**:
-   - Download and install Ollama from the official website: [Ollama Installation Guide](https://ollama.ai/installation).
+### **1️⃣ Install Ollama**
+If you haven’t installed **Ollama** yet, follow the official guide:  
+🔗 [Ollama Installation Guide](https://ollama.com/docs)
 
-2. **Download the Model Files**:
-   - Download the `.gguf` model file and `Modelfile` from the Hugging Face repository:
-     - [AROOJNCBC/llama-3.2-3b-wheat_chatbot-gguf](https://huggingface.co/AROOJNCBC/llama-3.2-3b-wheat_chatbot-gguf).
-   - Place the `.gguf` file and `Modelfile` in the same directory.
+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)
 
-### Step 1: Create the Model
+After downloading, place the `Modelfile` and `.gguf` files in your project directory.
 
-1. Open a terminal or command prompt.
-2. Navigate to the directory where the `Modelfile` and `.gguf` file are located:
-   ```bash
-   cd /path/to/your/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:
 
-## Create the model using the Modelfile:
- ```bash
- ollama create wheat-assistant -f Modelfile
+```bash
+cd /path/to/your/model/directory
+```
 
-## Step 2: Run the Model
-1. Start an interactive session with the Wheat Assistant:
+### **2️⃣ Download & Create the Model**
+Run the following command to load the model into Ollama:
+```bash
+ollama create wheat-assistant -f Modelfile
+```
 
-Run command in cmd: ollama run wheat-assistant
+### **3️⃣ Start the Wheat Assistant**
+To start an interactive session with the chatbot, use:
+```bash
+ollama run wheat-assistant
+```
 
-Ask questions related to wheat farming. For example:
+Now, you can chat with the Wheat Assistant and get expert advice on wheat farming! 🌱
 
-1. What are the best practices for wheat irrigation?
-2. How can I manage wheat diseases?
-3. What types of wheat are best for bread making?
+---
+## 🌿 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?
 
-## Step 3: Verify Wheat-Related Answers
-The Wheat Assistant is designed to answer only wheat-related questions. If you ask a question unrelated to wheat farming, the model will politely redirect you. For example:
+---
 
->>> What are the types of cats?
-I specialize in wheat farming and related information. Please ask me questions about wheat, such as farming techniques, diseases, or irrigation methods.
+## 📂 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
 
-## Supported Questions
-Here are some examples of questions the Wheat Assistant can answer:
+---
+## 📜 License
+This model is released under [Insert License Name]. Please refer to the LICENSE file for detailed information.
 
-1. Cultivation: "What are the best practices for planting wheat?"
+---
 
-2. Diseases: "How can I prevent rust in wheat crops?"
+## 📞 Contact & Support
+For inquiries, issues, or discussions, feel free to reach out:
 
-3. Irrigation: "What irrigation methods are most effective for wheat?"
+- 🔗 **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]
 
-4. Crop Health: "How do I monitor the health of my wheat crop?"
+---
+💡 *Happy Farming & AI Innovation!* 🚜🌱