CONTROLNET-V1-1_FP16_SAFETENSORS

Introduction

The CONTROLNET-V1-1_FP16_SAFETENSORS model provides Safetensors/FP16 versions of the ControlNet-v1-1 checkpoints. It is optimized for use with ComfyUI but is compatible with other user interfaces that support ControlNet.

Architecture

The model utilizes the ControlNet-v1-1 architecture, refined to support FP16 precision, which enhances computational efficiency and reduces memory usage.

Training

Details regarding the training process of the ControlNet-v1-1 model are available on its Hugging Face model page. The FP16 version is designed to optimize performance without compromising accuracy.

Guide: Running Locally

1. Clone the Repository:

   git clone https://github.com/comfyanonymous/ComfyUI.git
   

2. Install Dependencies: Ensure all necessary packages are installed, typically managed via Python's pip.

   pip install -r requirements.txt
   

3. Download Model Checkpoints: Obtain the FP16 Safetensors version of ControlNet-v1-1 from the model's page on Hugging Face.

4. Run the Model: Execute the model using ComfyUI or any compatible UI.

   Tip: To enhance performance, consider utilizing cloud GPUs available on platforms such as AWS, Google Cloud, or Azure.

License

The model and associated files are subject to the terms and conditions outlined in their respective licenses on the Hugging Face platform.