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TonAI-Creative
app.py
gradio
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5.0.2

Description

TonAI Creative

An application for drawing picture with AI

Example

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