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license: creativeml-openrail-m
---

# Something V2.2 OpenVINO

This is a conversion of [NoCrypt's Something V2.2 model](https://huggingface.co/NoCrypt/SomethingV2_2) to OpenVINO format. The original model is a stable diffusion model that can generate realistic images from text input.

## What is OpenVINO?

OpenVINO (Open Visual Inference and Neural network Optimization) is a free toolkit that facilitates the optimization and deployment of deep learning models on Intel hardware. It supports models trained with popular frameworks like TensorFlow, PyTorch, and more. It also provides a common API to run inference on various devices, such as CPU, GPU, VPU, FPGA, etc.

## Why use OpenVINO?
OpenVINO can make it possible to run Stable Diffusion models (and others) on simply the CPU, rather than requiring a GPU, which can be expensive. 
The time to generate a 512x512 image, on HuggingFace's "CPU Upgrade" space, takes about 21~ seconds after warmup. 

For more details, see [this blogpost](https://huggingface.co/blog/stable-diffusion-inference-intel)

## Usage example
TODO