dataautogpt3 commited on
Commit
6c29542
·
verified ·
1 Parent(s): a9448c4

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +150 -0
README.md CHANGED
@@ -1,3 +1,153 @@
1
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2
  license: gpl-3.0
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
+ pipeline_tag: text-to-image
3
+ widget:
4
+ - text: >-
5
+ black fluffy gorgeous dangerous cat animal creature, large orange eyes, big
6
+ fluffy ears, piercing gaze, full moon, dark ambiance, best quality,
7
+ extremely detailed
8
+ output:
9
+ url: ComfyUI_03087_.png
10
+ - text: >-
11
+ (impressionistic realism by csybgh), a 50 something male, working in
12
+ banking, very short dyed dark curly balding hair, Afro-Asiatic ancestry,
13
+ talks a lot but listens poorly, stuck in the past, wearing a suit, he has a
14
+ certain charm, bronze skintone, sitting in a bar at night, he is smoking and
15
+ feeling cool, drunk on plum wine, masterpiece, 8k, hyper detailed, smokey
16
+ ambiance, perfect hands AND fingers
17
+ output:
18
+ url: GEN8-iTXcAA-okN.jpeg
19
+ - text: >-
20
+ high quality pixel art, a pixel art silhouette of an anime space-themed girl
21
+ in a space-punk steampunk style, lying in her bed by the window of a
22
+ spaceship, smoking, with a rustic feel. The image should embody epic
23
+ portraiture and double exposure, featuring an isolated landscape visible
24
+ through the window. The colors should primarily be dynamic and
25
+ action-packed, with a strong use of negative space. The entire artwork
26
+ should be in pixel art style, emphasizing the characters shape and set
27
+ against a white background. Silhouette
28
+ output:
29
+ url: ComfyUI_03060_.png
30
+ - text: >-
31
+ The image features an older man, a long white beard and mustache, He has a
32
+ stern expression, giving the impression of a wise and experienced
33
+ individual. The mans beard and mustache are prominent, adding to his
34
+ distinguished appearance. The close-up shot of the mans face emphasizes his
35
+ facial features and the intensity of his gaze.
36
+ output:
37
+ url: ComfyUI_03017_.png
38
+ - text: >-
39
+ Super Closeup Portrait, action shot, Profoundly dark whitish meadow, glass
40
+ flowers, Stains, space grunge style, Jeanne d'Arc wearing White Olive green
41
+ used styled Cotton frock, Wielding thin silver sword, Sci-fi vibe, dirty,
42
+ noisy, Vintage monk style, very detailed, hd
43
+ output:
44
+ url: ComfyUI_03045.png
45
+ - text: >-
46
+ cinematic film still of Kodak Motion Picture Film: (Sharp Detailed Image) An
47
+ Oscar winning movie for Best Cinematography a woman in a kimono standing on
48
+ a subway train in Japan Kodak Motion Picture Film Style, shallow depth of
49
+ field, vignette, highly detailed, high budget, bokeh, cinemascope, moody,
50
+ epic, gorgeous, film grain, grainy
51
+ output:
52
+ url: 3.png
53
+ - text: >-
54
+ in the style of artgerm, comic style,3D model, mythical seascape, negative
55
+ space, space quixotic dreams, temporal hallucination, psychedelic, mystical,
56
+ intricate details, very bright neon colors, (vantablack background:1.5),
57
+ pointillism, pareidolia, melting, symbolism, very high contrast, chiaroscuro
58
+ parameters:
59
+ negative_prompt: >-
60
+ bad quality, bad anatomy, worst quality, low quality, low resolutions,
61
+ extra fingers, blur, blurry, ugly, wrongs proportions, watermark, image
62
+ artifacts, lowres, ugly, jpeg artifacts, deformed, noisy image
63
+ output:
64
+ url: ComfyUI_03061_.png
65
+ - text: >-
66
+ 1980s anime portrait of a character glitching. His face is separated from
67
+ his body by heavy static. His face is deformed by pain. Dream-like, analog
68
+ horror, glitch, terrifying
69
+ output:
70
+ url: ComfyUI_03092_.png
71
+ - text: (("Proteus"):text_logo:1)
72
+ output:
73
+ url: ComfyUI_03297_.png
74
+ - text: >-
75
+ dan seagrave, dante, Abandon All Hope, Ye Who Enter Here, hell religious art
76
+ purgatory zdzislaw Beksinski, abyss inferno, lost, wanderer
77
+ output:
78
+ url: ComfyUI_03483_.png
79
  license: gpl-3.0
80
  ---
81
+ <Gallery />
82
+ ## ProteusV0.3
83
+
84
+ Proteus V0.3 has been advanced with an additional 200,000 anime-related images, further refined by a selection of 15,000 aesthetically pleasing images, enhancing its lighting effects significantly. This upgrade preserves its understanding of prompts and maintains its photorealistic and stylistic capabilities without suffering from catastrophic forgetting.
85
+
86
+ ## Proteus
87
+
88
+ Proteus serves as a sophisticated enhancement over OpenDalleV1.1, leveraging its core functionalities to deliver superior outcomes. Key areas of advancement include heightened responsiveness to prompts and augmented creative capacities. To achieve this, it was fine-tuned using approximately 220,000 GPTV captioned images from copyright-free stock images (with some anime included), which were then normalized. Additionally, DPO (Direct Preference Optimization) was employed through a collection of 10,000 carefully selected high-quality, AI-generated image pairs.
89
+
90
+ In pursuit of optimal performance, numerous LORA (Low-Rank Adaptation) models are trained independently before being selectively incorporated into the principal model via dynamic application methods. These techniques involve targeting particular segments within the model while avoiding interference with other areas during the learning phase. Consequently, Proteus exhibits marked improvements in portraying intricate facial characteristics and lifelike skin textures, all while sustaining commendable proficiency across various aesthetic domains, notably surrealism, anime, and cartoon-style visualizations.
91
+
92
+
93
+ ## Settings for ProteusV0.3
94
+
95
+ Use these settings for the best results with ProteusV0.2:
96
+
97
+ CFG Scale: Use a CFG scale of 8 to 7
98
+
99
+ Steps: 20 to 60 steps for more detail, 20 steps for faster results.
100
+
101
+ Sampler: DPM++ 2M SDE
102
+
103
+ Scheduler: Karras
104
+
105
+ Resolution: 1280x1280 or 1024x1024
106
+
107
+ please also consider using these keep words to improve your prompts:
108
+ best quality, HD, `~*~aesthetic~*~`.
109
+
110
+ if you are having trouble coming up with prompts you can use this GPT I put together to help you refine the prompt. https://chat.openai.com/g/g-RziQNoydR-diffusion-master
111
+
112
+ ## Use it with 🧨 diffusers
113
+ ```python
114
+ import torch
115
+ from diffusers import (
116
+ StableDiffusionXLPipeline,
117
+ KDPM2AncestralDiscreteScheduler,
118
+ AutoencoderKL
119
+ )
120
+
121
+ # Load VAE component
122
+ vae = AutoencoderKL.from_pretrained(
123
+ "madebyollin/sdxl-vae-fp16-fix",
124
+ torch_dtype=torch.float16
125
+ )
126
+
127
+ # Configure the pipeline
128
+ pipe = StableDiffusionXLPipeline.from_pretrained(
129
+ "dataautogpt3/ProteusV0.2",
130
+ vae=vae,
131
+ torch_dtype=torch.float16
132
+ )
133
+ pipe.scheduler = KDPM2AncestralDiscreteScheduler.from_config(pipe.scheduler.config)
134
+ pipe.to('cuda')
135
+
136
+ # Define prompts and generate image
137
+ prompt = "black fluffy gorgeous dangerous cat animal creature, large orange eyes, big fluffy ears, piercing gaze, full moon, dark ambiance, best quality, extremely detailed"
138
+ negative_prompt = "nsfw, bad quality, bad anatomy, worst quality, low quality, low resolutions, extra fingers, blur, blurry, ugly, wrongs proportions, watermark, image artifacts, lowres, ugly, jpeg artifacts, deformed, noisy image"
139
+
140
+ image = pipe(
141
+ prompt,
142
+ negative_prompt=negative_prompt,
143
+ width=1024,
144
+ height=1024,
145
+ guidance_scale=7,
146
+ num_inference_steps=20
147
+ ).images[0]
148
+ ```
149
+
150
+ please support the work I do through donating to me on:
151
+ https://www.buymeacoffee.com/DataVoid
152
+ or following me on
153
+ https://twitter.com/DataPlusEngine