File size: 5,065 Bytes
046bb46
125ee35
 
 
 
28dce86
 
 
125ee35
 
046bb46
 
125ee35
c045d76
 
 
 
 
 
 
 
 
e37bda0
 
5e4b402
e37bda0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
52e0d89
e37bda0
 
 
8fcb56a
e37bda0
 
c045d76
 
125ee35
c045d76
 
 
 
 
125ee35
c045d76
 
 
82bdffe
c045d76
624ca81
244cd8b
c045d76
 
 
 
 
 
82bdffe
c045d76
 
 
 
 
 
 
05addbb
208969f
05addbb
 
208969f
 
 
 
 
 
c045d76
 
208969f
c045d76
 
208969f
 
c045d76
 
 
 
 
 
 
125ee35
c045d76
125ee35
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
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
---
language: 
  - en
thumbnail: "https://huggingface.co/DGSpitzer/Cyberpunk-Anime-Diffusion/resolve/main/img/thumbnail.png"
tags:
- cyberpunk
- anime
- waifu-diffusion
- stable-diffusion
- aiart
license: creativeml-openrail-m
---
<img src="https://huggingface.co/DGSpitzer/Cyberpunk-Anime-Diffusion/resolve/main/img/5.jpg" width="512" height="512"/>

# Cyberpunk Anime Diffusion

An AI model that generates cyberpunk anime characters!~

Based of a finetuned Waifu Diffusion V1.3 Model with Stable Diffusion V1.5 New Vae, training in Dreambooth

by [DGSpitzer](https://www.youtube.com/channel/UCzzsYBF4qwtMwJaPJZ5SuPg)

### 🧨 Diffusers

This model contains both .ckpt and Diffuser files. It's compatible to be used as any Stable Diffusion model, using standard [Stable Diffusion Pipelines](https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion).

You can convert this model to [ONNX](https://huggingface.co/docs/diffusers/optimization/onnx), [MPS](https://huggingface.co/docs/diffusers/optimization/mps) and/or [FLAX/JAX](https://huggingface.co/blog/stable_diffusion_jax).

```python example for loading the Diffuser
#!pip install diffusers transformers scipy torch
from diffusers import StableDiffusionPipeline
import torch

model_id = "DGSpitzer/Cyberpunk-Anime-Diffusion"
pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
pipe = pipe.to("cuda")

prompt = "a beautiful perfect face girl in dgs illustration style, Anime fine details portrait of school girl in front of modern tokyo city landscape on the background deep bokeh, anime masterpiece, 8k, sharp high quality anime"
image = pipe(prompt).images[0]

image.save("./cyberpunk_girl.png")
```

# Online Demo

You can try the [Gradio](https://github.com/gradio-app/gradio) Online Web UI demo and Colab Notebook at here:

*My Online Space Demo*
[![Open In Spaces](https://camo.githubusercontent.com/00380c35e60d6b04be65d3d94a58332be5cc93779f630bcdfc18ab9a3a7d3388/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f25463025394625413425393725323048756767696e67253230466163652d5370616365732d626c7565)](https://huggingface.co/spaces/DGSpitzer/DGS-Diffusion-Space)

*Finetuned Diffusion WebUI Demo by anzorq*
[![Use Finetuned_Diffusion WebUI](https://camo.githubusercontent.com/00380c35e60d6b04be65d3d94a58332be5cc93779f630bcdfc18ab9a3a7d3388/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f25463025394625413425393725323048756767696e67253230466163652d5370616365732d626c7565)](https://huggingface.co/spaces/anzorq/finetuned_diffusion)

*Colab Notebook*
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/HelixNGC7293/cyberpunk-anime-diffusion/blob/main/cyberpunk_anime_diffusion.ipynb)[![GitHub](https://badgen.net/badge/icon/Github?icon=github&label)](https://github.com/HelixNGC7293/cyberpunk-anime-diffusion)

*Buy me a coffee if you like this project ;P ♥*
[![Buy me a coffee](https://badgen.net/badge/icon/Buy%20Me%20A%20Coffee?icon=buymeacoffee&label)](https://www.buymeacoffee.com/dgspitzer)

<img src="https://huggingface.co/DGSpitzer/Cyberpunk-Anime-Diffusion/resolve/main/img/1.jpg" width="512" height="512"/>

# **👇Model👇**

AI Model Weights available at huggingface: https://huggingface.co/DGSpitzer/Cyberpunk-Anime-Diffusion

<img src="https://huggingface.co/DGSpitzer/Cyberpunk-Anime-Diffusion/resolve/main/img/2.jpg" width="512" height="512"/>

# Usage

After model loaded, use keyword **dgs** in your prompt, with **illustration style** to get even better results.

For sampler, use **Euler A** for the best result (**DDIM** kinda works too), CFG Scale 7, steps 20 should be fine

**Example 1:**

```
portrait of a girl in dgs illustration style, Anime girl, female soldier working in a cyberpunk city, cleavage, ((perfect femine face)), intricate, 8k, highly detailed, shy, digital painting, intense, sharp focus
```

For cyber robot male character, you can add **muscular male** to improve the output.

**Example 2:**

```
a photo of muscular beard soldier male in dgs illustration style, half-body, holding robot arms, strong chest
```

**Example 3 (with Stable Diffusion WebUI):**

If using [AUTOMATIC1111's Stable Diffusion WebUI](https://github.com/AUTOMATIC1111/stable-diffusion-webui)
you can simply use this as **prompt** with **Euler A** Sampler,  CFG Scale 7, steps 20, 704 x 704px output res:

```
an anime girl in dgs illustration style
```

And set the **negative prompt** as this to get cleaner face: 

```
out of focus, scary, creepy, evil, disfigured, missing limbs, ugly, gross, missing fingers
```

This will give you the exactly same result as the sample images above.

---

**NOTE: usage of this model implies accpetance of stable diffusion's [CreativeML Open RAIL-M license](LICENSE)**

---


<img src="https://huggingface.co/DGSpitzer/Cyberpunk-Anime-Diffusion/resolve/main/img/4.jpg" width="700" height="700"/>

<img src="https://huggingface.co/DGSpitzer/Cyberpunk-Anime-Diffusion/resolve/main/img/6.jpg" width="700" height="700"/>