File size: 2,582 Bytes
d63e3e0
 
 
 
 
 
66a1c59
 
d63e3e0
 
 
66a1c59
d63e3e0
 
 
 
 
b705226
 
d63e3e0
 
 
 
 
 
 
 
 
 
 
85c94ff
d63e3e0
85c94ff
d63e3e0
 
85c94ff
d63e3e0
85c94ff
a9d9af0
d63e3e0
 
85c94ff
 
 
 
 
 
d63e3e0
 
 
 
 
 
 
66a1c59
d63e3e0
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
---
license: creativeml-openrail-m
---

# stable-diffusion-v1-5-fp16-ov

 * Model creator: [SD v1.5](https://huggingface.co/stable-diffusion-v1-5)
 * Original model: [stable-diffusion-v1-5/stable-diffusion-v1-5](https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5)

## Description

This is [stable-diffusion-v1-5/stable-diffusion-v1-5](https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5) model converted to the [OpenVINO™ IR](https://docs.openvino.ai/2024/documentation/openvino-ir-format.html) (Intermediate Representation) format.

## Compatibility

The provided OpenVINO™ IR model is compatible with:

* OpenVINO version 2024.2.0 and higher
* Optimum Intel 1.17.0 and higher

## Running Model Inference

1. Install packages required for using [Optimum Intel](https://huggingface.co/docs/optimum/intel/index) integration with the OpenVINO backend:

```
pip install optimum[openvino]
```

2. Run model inference:


```
from optimum.intel.openvino import OVStableDiffusionPipeline

model_id = "OpenVINO/stable-diffusion-v1-5-fp16-ov"
pipeline = OVStableDiffusionPipeline.from_pretrained(model_id)

prompt = "sailing ship in storm by Rembrandt"
images = pipeline(prompt).images
```

## Usage examples

* [OpenVINO notebooks](https://github.com/openvinotoolkit/openvino_notebooks):
  - [Latent Consistency Model using Optimum-Intel OpenVINO](https://github.com/openvinotoolkit/openvino_notebooks/blob/latest/notebooks/stable-diffusion-text-to-image/stable-diffusion-text-to-image.ipynb)
* [OpenVINO GenAI](https://github.com/openvinotoolkit/openvino.genai):
  -  [C++ image generation pipeline](https://github.com/openvinotoolkit/openvino.genai/tree/master/image_generation/stable_diffusion_1_5/cpp)

## Limitations

Check the original model card for [limitations](https://huggingface.co/runwayml/stable-diffusion-v1-5).

## Legal information

The original model is distributed under [creativeml-openrail-m](https://huggingface.co/spaces/CompVis/stable-diffusion-license) license. More details can be found in [stable-diffusion-v1-5/stable-diffusion-v1-5](https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5).

## Disclaimer

Intel is committed to respecting human rights and avoiding causing or contributing to adverse impacts on human rights. See [Intel’s Global Human Rights Principles](https://www.intel.com/content/dam/www/central-libraries/us/en/documents/policy-human-rights.pdf). Intel’s products and software are intended only to be used in applications that do not cause or contribute to adverse impacts on human rights.