README.md

metadata

title: TonAI-Creative
app_file: app.py
sdk: gradio
colorFrom: red
colorTo: green
sdk_version: 5.0.2

TonAI Creative

An application for drawing picture with AI

Quick Start

• Prompt: Enter the text prompt to generate your desired output. It should be less than 77 words.
• Width (and Height): Specify the width (and height) of the generated image.
• Fast Inference: Model will be quantized to FP16 (half precision) to boost the speed but the picture quality will be decreased a bit
• Negative Prompt: Text prompts that instruct the AI model that it should not include certain elements in its generated images.
• CFG Scale: A parameter that controls how much the image generation process follows the text prompt. The higher the value, the more the image sticks to a given text input.
• Inference Step: The number of steps the model takes to generate the output.
• Mode: Choose the style of image you want to generate.
• LoRA safetensor File: Upload a Low-Rank Adaptation (LoRA) safetensor file to fine-tune the model. You can seek the LoRA weight on the Internet. You can also adjust the
• Sampler: Method of generating data in a specific way. Set its value as Default to use the default config of pipeline

Installation

Minimum Requirements

• GPU: NVIDIA GTX 1050Ti or equivalent
• RAM: 8 GB
• CPU: Intel i5 or equivalent
• Storage: 50 GB of free space

Step 1: Install Anaconda

1. Install Anaconda
2. Create a new conda environment named 'tonai' with Python 3.10:

   conda create -n tonai python=3.10
   

3. Activate the environment:

   conda activate tonai
   

Step 2: Install Required Packages

1. Ensure you have requirement.txt file in your working directory.
2. Install the required packages using pip:

   pip install -r requirement.txt
   

Run the Web UI

For running on local machine, from your Terminal (or CMD) run the command

python app.py

And your Web UI app will run on local URL: http://127.0.0.1:7860

To deploy your app on your own server, refer This Blog