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README.md
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base_model:
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- meta-llama/Llama-3.2-3B-Instruct
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pipeline_tag: question-answering
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---
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base_model:
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- meta-llama/Llama-3.2-3B-Instruct
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pipeline_tag: question-answering
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---
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# Wheat Assistant - Ollama Model
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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.
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## Getting Started
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Follow these steps to set up and run the Wheat Assistant model using Ollama.
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---
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### Prerequisites
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1. **Install Ollama**:
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- Download and install Ollama from the official website: [Ollama Installation Guide](https://ollama.ai/installation).
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2. **Download the Model Files**:
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- Download the `.gguf` model file and `Modelfile` from the Hugging Face repository:
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- [AROOJNCBC/llama-3.2-3b-wheat_chatbot-gguf](https://huggingface.co/AROOJNCBC/llama-3.2-3b-wheat_chatbot-gguf).
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- Place the `.gguf` file and `Modelfile` in the same directory.
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---
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### Step 1: Create the Model
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1. Open a terminal or command prompt.
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2. Navigate to the directory where the `Modelfile` and `.gguf` file are located:
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```bash
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cd /path/to/your/directory
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## Create the model using the Modelfile:
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```bash
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ollama create wheat-assistant -f Modelfile
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## Step 2: Run the Model
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1. Start an interactive session with the Wheat Assistant:
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Run command in cmd: ollama run wheat-assistant
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Ask questions related to wheat farming. For example:
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1. What are the best practices for wheat irrigation?
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2. How can I manage wheat diseases?
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3. What types of wheat are best for bread making?
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## Step 3: Verify Wheat-Related Answers
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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:
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>>> What are the types of cats?
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I specialize in wheat farming and related information. Please ask me questions about wheat, such as farming techniques, diseases, or irrigation methods.
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## Supported Questions
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Here are some examples of questions the Wheat Assistant can answer:
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1. Cultivation: "What are the best practices for planting wheat?"
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2. Diseases: "How can I prevent rust in wheat crops?"
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3. Irrigation: "What irrigation methods are most effective for wheat?"
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4. Crop Health: "How do I monitor the health of my wheat crop?"
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