File size: 1,359 Bytes
4da8b1e e2ebc1e |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 |
---
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
```
|