🌾 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

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

2️⃣ Download the Model

Download the required model files from HF中国镜像站:
🔗 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:

cd /path/to/your/model/directory

2️⃣ Download & Create the Model

Run the following command to load the model into Ollama:

ollama create wheat-assistant -f Modelfile

3️⃣ Start the Wheat Assistant

To start an interactive session with the chatbot, use:

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

📜 License

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


📞 Contact & Support

For inquiries, issues, or discussions, feel free to reach out:


💡 Happy Farming & AI Innovation! 🚜🌱

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