About Janus Flow
Janus Flow is an innovative AI framework that unifies text and image understanding and generation. It creates stunning visuals, edits images, and answers visual questions, bridging language and visual intelligence seamlessly.
About Janus Flow
Revolutionizing Image and Text Interaction
Janus Flow is a powerful and innovative framework that transforms how we interact with images and text. By seamlessly integrating two cutting-edge techniques—Autoregressive Language Models and Rectified Flow—it achieves groundbreaking capabilities in understanding, generating, and modifying visual and textual content.
Autoregressive Language Models
Excel at understanding and generating human language.Enable tasks like text summarization, translation, and code generation.
Rectified Flow
Their robust mathematical framework supports AI models, enabling precise and scalable outcomes.
Installation Guide for Janus Flow
Python 3.8 or higher: Ensure Python is installed. Verify with:
python --versionGit: Required for cloning the repository.
GPU (Recommended): For faster image generation and editing tasks. Ensure CUDA-compatible drivers are installed if using NVIDIA GPUs.
Virtual Environment (Optional): To avoid dependency conflicts:
python -m venv janus-env source janus-env/bin/activate # Linux/macOS janus-env\Scripts\activate # Windows
Open your terminal.
Clone the official Janus Flow repository:
git clone https://github.com/janusflow/official-repo.gitNavigate to the project directory:
cd official-repo
Install required Python packages using
pip:pip install -r requirements.txt
Note: This installs critical libraries like PyTorch, transformers, and image-generation tools.
Install the framework using
pip:pip install .
Note: The
.installs the package from the cloned repository.
For text-to-image generation or visual question answering, download pre-trained weights:
python download_models.py --model=janusflow-base
Replace
janusflow-basewith specific model names (e.g.,janusflow-large).
Test the installation in a Python shell:
import janusflow print(janusflow.__version__) # Should display the installed version
Run a basic text-to-image generation test:
from janusflow import JanusFlow model = JanusFlow() image = model.generate("a futuristic cityscape under a neon sky") image.save("test_output.png")
