| title: Phi 2 Fine Tuned Chatbot | |
| emoji: 🌍 | |
| colorFrom: purple | |
| colorTo: pink | |
| sdk: gradio | |
| sdk_version: 5.22.0 | |
| app_file: app.py | |
| pinned: false | |
| short_description: Phi-2 Conversational Assistant | |
| # Phi-2 Conversational Assistant | |
| A fine-tuned version of Microsoft's Phi-2 model for conversational AI, deployed using Gradio interface. | |
| ## Features | |
| - Built on Microsoft's Phi-2 language model | |
| - Fine-tuned for conversational tasks | |
| - Interactive web interface using Gradio | |
| - CPU-based inference for accessibility | |
| - Configurable response parameters | |
| - Context-aware conversations | |
| ## Installation | |
| 1. Clone the repository | |
| 2. Install dependencies: | |
| ```bash | |
| pip install -r requirements.txt | |
| ``` | |
| ## Usage | |
| Run the application: | |
| ```bash | |
| python app.py | |
| ``` | |
| The application will launch a local web server. You can interact with the chatbot through the Gradio interface. | |
| ## Model Configuration | |
| The chatbot uses the following settings: | |
| - Maximum new tokens: 96 | |
| - Temperature: 0.6 | |
| - Top-p sampling: 0.7 | |
| - No repeat ngram size: 3 | |
| - Repetition penalty: 1.2 | |
| ## Project Structure | |
| ```plaintext | |
| . | |
| ├── app.py # Main application file | |
| ├── requirements.txt # Project dependencies | |
| └── phi2-finetuned-final/ # Fine-tuned model files | |
| ├── adapter_config.json | |
| ├── adapter_model.safetensors | |
| └── tokenizer files | |
| ``` | |