aiqtech commited on
Commit
5c104a0
ยท
verified ยท
1 Parent(s): f29c383

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +123 -2
README.md CHANGED
@@ -4,11 +4,132 @@ emoji: ๐Ÿ–ผ
4
  colorFrom: purple
5
  colorTo: red
6
  sdk: gradio
7
- sdk_version: 5.32.0
8
  app_file: app.py
9
  pinned: false
10
  license: cc-by-nc-4.0
11
  short_description: Ghibli Studio LoRA based Text to Image Generation
12
  ---
 
 
 
 
 
 
13
 
14
- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4
  colorFrom: purple
5
  colorTo: red
6
  sdk: gradio
7
+ sdk_version: 5.35.0
8
  app_file: app.py
9
  pinned: false
10
  license: cc-by-nc-4.0
11
  short_description: Ghibli Studio LoRA based Text to Image Generation
12
  ---
13
+ ๐ŸŽจ FLUX Ghibli LoRA Generator: Create Stunning Studio Ghibli-Style AI Art
14
+ Transform Your Ideas into Magical Ghibli-Inspired Artwork
15
+ Welcome to the FLUX Ghibli LoRA Generator, an advanced AI-powered image generation tool that brings the enchanting aesthetic of Studio Ghibli to your creative projects. Built on the cutting-edge FLUX.1-dev model with specialized LoRA weights, this tool creates breathtaking anime-style artwork with just a text prompt.
16
+ What is FLUX Ghibli LoRA Generator?
17
+ FLUX Ghibli LoRA Generator is a free, open-source Gradio application that leverages state-of-the-art diffusion models to generate high-quality images in the distinctive Studio Ghibli art style. Whether you're an artist, designer, or anime enthusiast, our tool makes professional-grade AI art generation accessible to everyone.
18
+ Key Features for Outstanding AI Art Creation
19
 
20
+ ๐ŸŽจ Studio Ghibli Style: Authentic anime aesthetic inspired by legendary Studio Ghibli films
21
+ โšก FLUX.1-dev Model: Powered by Black Forest Labs' advanced diffusion pipeline
22
+ ๐ŸŽฏ LoRA Integration: Fine-tuned weights for consistent Ghibli-style output
23
+ ๐Ÿ’พ Persistent Gallery: Automatically saves all generated images with metadata
24
+ ๐Ÿ› ๏ธ Advanced Controls: Fine-tune guidance scale, steps, dimensions, and LoRA strength
25
+ ๐ŸŽฒ Seed Control: Reproducible results with manual or randomized seed options
26
+ ๐Ÿ“ฑ Responsive Design: Beautiful UI that works on desktop and mobile devices
27
+ ๐Ÿš€ GPU Acceleration: Optimized for fast generation with CUDA support
28
+
29
+ How It Works
30
+ Simple Text-to-Image Generation
31
+
32
+ Enter your creative prompt describing the Ghibli-style scene you envision
33
+ Adjust settings or use defaults for quick generation
34
+ Click "Generate Image" and watch your idea come to life
35
+ All images are automatically saved to your personal gallery
36
+
37
+ Advanced Customization Options
38
+
39
+ Seed: Control randomness for reproducible results
40
+ Dimensions: Create images from 256x256 to 1024x1024 pixels
41
+ Guidance Scale: Balance between prompt adherence and creativity (0-10)
42
+ Inference Steps: Control generation quality and speed (1-50 steps)
43
+ LoRA Scale: Adjust the strength of Ghibli style application (0-1)
44
+
45
+ Example Use Cases
46
+
47
+ Character Design: Create unique anime characters with Ghibli charm
48
+ Environment Art: Generate magical forests, floating castles, and mystical landscapes
49
+ Concept Art: Visualize scenes for stories, games, or animations
50
+ Fan Art: Reimagine existing characters in Studio Ghibli style
51
+ Commercial Projects: Design assets for games, books, or marketing materials
52
+
53
+ Technical Specifications
54
+
55
+ Base Model: FLUX.1-dev by Black Forest Labs
56
+ LoRA Adapter: openfree/flux-chatgpt-ghibli-lora
57
+ Framework: Diffusers, PyTorch, Gradio
58
+ Compute: NVIDIA GPU with CUDA support recommended
59
+ Memory: 16GB+ VRAM for optimal performance
60
+ Storage: Persistent image gallery with automatic metadata tracking
61
+
62
+ Why Choose FLUX Ghibli LoRA Generator?
63
+
64
+ Professional Quality: Generate publication-ready artwork with consistent style
65
+ Easy to Use: Intuitive interface requires no technical knowledge
66
+ Completely Free: No subscriptions, credits, or hidden costs
67
+ Open Source: Transparent, customizable, and community-driven
68
+ Fast Generation: Optimized pipeline delivers results in seconds
69
+ Reliable Storage: Never lose your creations with automatic saving
70
+
71
+ Get Started Today
72
+ Join thousands of creators using FLUX Ghibli LoRA Generator to bring their imagination to life. Whether you're creating personal art, commercial designs, or just exploring AI creativity, our tool provides everything you need.
73
+ Community Support: Join our Discord
74
+
75
+ ๐ŸŽจ FLUX ์ง€๋ธŒ๋ฆฌ LoRA ์ƒ์„ฑ๊ธฐ: ๋†€๋ผ์šด ์ŠคํŠœ๋””์˜ค ์ง€๋ธŒ๋ฆฌ ์Šคํƒ€์ผ AI ์•„ํŠธ ์ œ์ž‘
76
+ ๋‹น์‹ ์˜ ์•„์ด๋””์–ด๋ฅผ ๋งˆ๋ฒ•๊ฐ™์€ ์ง€๋ธŒ๋ฆฌ ์Šคํƒ€์ผ ์˜ˆ์ˆ ์ž‘ํ’ˆ์œผ๋กœ ๋ณ€ํ™˜ํ•˜์„ธ์š”
77
+ FLUX ์ง€๋ธŒ๋ฆฌ LoRA ์ƒ์„ฑ๊ธฐ์— ์˜ค์‹  ๊ฒƒ์„ ํ™˜์˜ํ•ฉ๋‹ˆ๋‹ค. ์ŠคํŠœ๋””์˜ค ์ง€๋ธŒ๋ฆฌ์˜ ๋งคํ˜น์ ์ธ ๋ฏธํ•™์„ ์ฐฝ์ž‘ ํ”„๋กœ์ ํŠธ์— ๊ตฌํ˜„ํ•˜๋Š” ์ฒจ๋‹จ AI ๊ธฐ๋ฐ˜ ์ด๋ฏธ์ง€ ์ƒ์„ฑ ๋„๊ตฌ์ž…๋‹ˆ๋‹ค. ์ „๋ฌธ LoRA ๊ฐ€์ค‘์น˜๊ฐ€ ์ ์šฉ๋œ ์ตœ์ฒจ๋‹จ FLUX.1-dev ๋ชจ๋ธ์„ ๊ธฐ๋ฐ˜์œผ๋กœ ๊ตฌ์ถ•๋˜์–ด, ํ…์ŠคํŠธ ํ”„๋กฌํ”„ํŠธ๋งŒ์œผ๋กœ ์ˆจ๋ง‰ํžˆ๋Š” ์• ๋‹ˆ๋ฉ”์ด์…˜ ์Šคํƒ€์ผ์˜ ์˜ˆ์ˆ ์ž‘ํ’ˆ์„ ๋งŒ๋“ค์–ด๋ƒ…๋‹ˆ๋‹ค.
78
+ FLUX ์ง€๋ธŒ๋ฆฌ LoRA ์ƒ์„ฑ๊ธฐ๋ž€?
79
+ FLUX ์ง€๋ธŒ๋ฆฌ LoRA ์ƒ์„ฑ๊ธฐ๋Š” ์ตœ์ฒจ๋‹จ ํ™•์‚ฐ ๋ชจ๋ธ์„ ํ™œ์šฉํ•˜์—ฌ ๋…ํŠนํ•œ ์ŠคํŠœ๋””์˜ค ์ง€๋ธŒ๋ฆฌ ์•„ํŠธ ์Šคํƒ€์ผ์˜ ๊ณ ํ’ˆ์งˆ ์ด๋ฏธ์ง€๋ฅผ ์ƒ์„ฑํ•˜๋Š” ๋ฌด๋ฃŒ ์˜คํ”ˆ์†Œ์Šค Gradio ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์ž…๋‹ˆ๋‹ค. ์•„ํ‹ฐ์ŠคํŠธ, ๋””์ž์ด๋„ˆ, ์• ๋‹ˆ๋ฉ”์ด์…˜ ์• ํ˜ธ๊ฐ€ ๋ˆ„๊ตฌ๋‚˜ ์ „๋ฌธ๊ฐ€ ์ˆ˜์ค€์˜ AI ์•„ํŠธ ์ƒ์„ฑ์„ ์‰ฝ๊ฒŒ ์ด์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
80
+ ๋›ฐ์–ด๋‚œ AI ์•„ํŠธ ์ œ์ž‘์„ ์œ„ํ•œ ์ฃผ์š” ๊ธฐ๋Šฅ
81
+
82
+ ๐ŸŽจ ์ŠคํŠœ๋””์˜ค ์ง€๋ธŒ๋ฆฌ ์Šคํƒ€์ผ: ์ „์„ค์ ์ธ ์ŠคํŠœ๋””์˜ค ์ง€๋ธŒ๋ฆฌ ์˜ํ™”๏ฟฝ๏ฟฝ๏ฟฝ์„œ ์˜๊ฐ์„ ๋ฐ›์€ ์ •ํ†ต ์• ๋‹ˆ๋ฉ”์ด์…˜ ๋ฏธํ•™
83
+ โšก FLUX.1-dev ๋ชจ๋ธ: Black Forest Labs์˜ ๊ณ ๊ธ‰ ํ™•์‚ฐ ํŒŒ์ดํ”„๋ผ์ธ ๊ตฌ๋™
84
+ ๐ŸŽฏ LoRA ํ†ตํ•ฉ: ์ผ๊ด€๋œ ์ง€๋ธŒ๋ฆฌ ์Šคํƒ€์ผ ์ถœ๋ ฅ์„ ์œ„ํ•œ ๋ฏธ์„ธ ์กฐ์ •๋œ ๊ฐ€์ค‘์น˜
85
+ ๐Ÿ’พ ์˜๊ตฌ ๊ฐค๋Ÿฌ๋ฆฌ: ๋ฉ”ํƒ€๋ฐ์ดํ„ฐ์™€ ํ•จ๊ป˜ ์ƒ์„ฑ๋œ ๋ชจ๋“  ์ด๋ฏธ์ง€ ์ž๋™ ์ €์žฅ
86
+ ๐Ÿ› ๏ธ ๊ณ ๊ธ‰ ์ œ์–ด: ๊ฐ€์ด๋˜์Šค ์Šค์ผ€์ผ, ๋‹จ๊ณ„, ์น˜์ˆ˜, LoRA ๊ฐ•๋„ ๋ฏธ์„ธ ์กฐ์ •
87
+ ๐ŸŽฒ ์‹œ๋“œ ์ œ์–ด: ์ˆ˜๋™ ๋˜๋Š” ๋ฌด์ž‘์œ„ ์‹œ๋“œ ์˜ต์…˜์œผ๋กœ ์žฌํ˜„ ๊ฐ€๋Šฅํ•œ ๊ฒฐ๊ณผ
88
+ ๐Ÿ“ฑ ๋ฐ˜์‘ํ˜• ๋””์ž์ธ: ๋ฐ์Šคํฌํ†ฑ๊ณผ ๋ชจ๋ฐ”์ผ์—์„œ ์ž‘๋™ํ•˜๋Š” ์•„๋ฆ„๋‹ค์šด UI
89
+ ๐Ÿš€ GPU ๊ฐ€์†: CUDA ์ง€์›์œผ๋กœ ๋น ๋ฅธ ์ƒ์„ฑ ์ตœ์ ํ™”
90
+
91
+ ์ž‘๋™ ๋ฐฉ์‹
92
+ ๊ฐ„๋‹จํ•œ ํ…์ŠคํŠธ-์ด๋ฏธ์ง€ ์ƒ์„ฑ
93
+
94
+ ์ƒ์ƒํ•˜๋Š” ์ง€๋ธŒ๋ฆฌ ์Šคํƒ€์ผ ์žฅ๋ฉด์„ ์„ค๋ช…ํ•˜๋Š” ์ฐฝ์˜์ ์ธ ํ”„๋กฌํ”„ํŠธ ์ž…๋ ฅ
95
+ ์„ค์ • ์กฐ์ • ๋˜๋Š” ๋น ๋ฅธ ์ƒ์„ฑ์„ ์œ„ํ•œ ๊ธฐ๋ณธ๊ฐ’ ์‚ฌ์šฉ
96
+ "์ด๋ฏธ์ง€ ์ƒ์„ฑ" ํด๋ฆญํ•˜๊ณ  ์•„์ด๋””์–ด๊ฐ€ ์‹คํ˜„๋˜๋Š” ๊ฒƒ์„ ํ™•์ธ
97
+ ๋ชจ๋“  ์ด๋ฏธ์ง€๋Š” ๊ฐœ์ธ ๊ฐค๋Ÿฌ๋ฆฌ์— ์ž๋™ ์ €์žฅ
98
+
99
+ ๊ณ ๊ธ‰ ์‚ฌ์šฉ์ž ์ •์˜ ์˜ต์…˜
100
+
101
+ ์‹œ๋“œ: ์žฌํ˜„ ๊ฐ€๋Šฅํ•œ ๊ฒฐ๊ณผ๋ฅผ ์œ„ํ•œ ๋ฌด์ž‘์œ„์„ฑ ์ œ์–ด
102
+ ์น˜์ˆ˜: 256x256์—์„œ 1024x1024 ํ”ฝ์…€๊นŒ์ง€ ์ด๋ฏธ์ง€ ์ƒ์„ฑ
103
+ ๊ฐ€์ด๋˜์Šค ์Šค์ผ€์ผ: ํ”„๋กฌํ”„ํŠธ ์ค€์ˆ˜์™€ ์ฐฝ์˜์„ฑ ๊ฐ„์˜ ๊ท ํ˜• (0-10)
104
+ ์ถ”๋ก  ๋‹จ๊ณ„: ์ƒ์„ฑ ํ’ˆ์งˆ๊ณผ ์†๋„ ์ œ์–ด (1-50๋‹จ๊ณ„)
105
+ LoRA ์Šค์ผ€์ผ: ์ง€๋ธŒ๋ฆฌ ์Šคํƒ€์ผ ์ ์šฉ ๊ฐ•๋„ ์กฐ์ • (0-1)
106
+
107
+ ์‚ฌ์šฉ ์‚ฌ๋ก€ ์˜ˆ์‹œ
108
+
109
+ ์บ๋ฆญํ„ฐ ๋””์ž์ธ: ์ง€๋ธŒ๋ฆฌ ๋งค๋ ฅ์„ ๊ฐ€์ง„ ๋…ํŠนํ•œ ์• ๋‹ˆ๋ฉ”์ด์…˜ ์บ๋ฆญํ„ฐ ์ œ์ž‘
110
+ ํ™˜๊ฒฝ ์•„ํŠธ: ๋งˆ๋ฒ•์˜ ์ˆฒ, ๋– ๋‹ค๋‹ˆ๋Š” ์„ฑ, ์‹ ๋น„๋กœ์šด ํ’๊ฒฝ ์ƒ์„ฑ
111
+ ์ปจ์…‰ ์•„ํŠธ: ์ด์•ผ๊ธฐ, ๊ฒŒ์ž„ ๋˜๋Š” ์• ๋‹ˆ๋ฉ”์ด์…˜์šฉ ์žฅ๋ฉด ์‹œ๊ฐํ™”
112
+ ํŒฌ ์•„ํŠธ: ๊ธฐ์กด ์บ๋ฆญํ„ฐ๋ฅผ ์ŠคํŠœ๋””์˜ค ์ง€๋ธŒ๋ฆฌ ์Šคํƒ€์ผ๋กœ ์žฌํ•ด์„
113
+ ์ƒ์—… ํ”„๋กœ์ ํŠธ: ๊ฒŒ์ž„, ์ฑ… ๋˜๋Š” ๋งˆ์ผ€ํŒ… ์ž๋ฃŒ์šฉ ์—์…‹ ๋””์ž์ธ
114
+
115
+ ๊ธฐ์ˆ  ์‚ฌ์–‘
116
+
117
+ ๊ธฐ๋ณธ ๋ชจ๋ธ: Black Forest Labs์˜ FLUX.1-dev
118
+ LoRA ์–ด๋Œ‘ํ„ฐ: openfree/flux-chatgpt-ghibli-lora
119
+ ํ”„๋ ˆ์ž„์›Œํฌ: Diffusers, PyTorch, Gradio
120
+ ์ปดํ“จํŒ…: CUDA ์ง€์› NVIDIA GPU ๊ถŒ์žฅ
121
+ ๋ฉ”๋ชจ๋ฆฌ: ์ตœ์  ์„ฑ๋Šฅ์„ ์œ„ํ•œ 16GB+ VRAM
122
+ ์ €์žฅ์†Œ: ์ž๋™ ๋ฉ”ํƒ€๋ฐ์ดํ„ฐ ์ถ”์ ์ด ํฌํ•จ๋œ ์˜๊ตฌ ์ด๋ฏธ์ง€ ๊ฐค๋Ÿฌ๋ฆฌ
123
+
124
+ FLUX ์ง€๋ธŒ๋ฆฌ LoRA ์ƒ์„ฑ๊ธฐ๋ฅผ ์„ ํƒํ•ด์•ผ ํ•˜๋Š” ์ด์œ 
125
+
126
+ ์ „๋ฌธ๊ฐ€ ํ’ˆ์งˆ: ์ผ๊ด€๋œ ์Šคํƒ€์ผ๋กœ ์ถœํŒ ์ค€๋น„๊ฐ€ ๋œ ์˜ˆ์ˆ ์ž‘ํ’ˆ ์ƒ์„ฑ
127
+ ์‚ฌ์šฉํ•˜๊ธฐ ์‰ฌ์›€: ์ง๊ด€์ ์ธ ์ธํ„ฐํŽ˜์ด์Šค๋กœ ๊ธฐ์ˆ  ์ง€์‹ ๋ถˆํ•„์š”
128
+ ์™„์ „ ๋ฌด๋ฃŒ: ๊ตฌ๋…๋ฃŒ, ํฌ๋ ˆ๋”ง ๋˜๋Š” ์ˆจ๊ฒจ์ง„ ๋น„์šฉ ์—†์Œ
129
+ ์˜คํ”ˆ ์†Œ์Šค: ํˆฌ๋ช…ํ•˜๊ณ  ์‚ฌ์šฉ์ž ์ •์˜ ๊ฐ€๋Šฅํ•˜๋ฉฐ ์ปค๋ฎค๋‹ˆํ‹ฐ ์ค‘์‹ฌ
130
+ ๋น ๋ฅธ ์ƒ์„ฑ: ์ตœ์ ํ™”๋œ ํŒŒ์ดํ”„๋ผ์ธ์œผ๋กœ ๋ช‡ ์ดˆ ๋งŒ์— ๊ฒฐ๊ณผ ์ œ๊ณต
131
+ ์•ˆ์ •์ ์ธ ์ €์žฅ: ์ž๋™ ์ €์žฅ์œผ๋กœ ์ฐฝ์ž‘๋ฌผ์„ ์ ˆ๋Œ€ ์žƒ์ง€ ์•Š์Œ
132
+
133
+ ์ง€๊ธˆ ์‹œ์ž‘ํ•˜์„ธ์š”
134
+ ์ˆ˜์ฒœ ๋ช…์˜ ์ฐฝ์ž‘์ž์™€ ํ•จ๊ป˜ FLUX ์ง€๋ธŒ๋ฆฌ LoRA ์ƒ์„ฑ๊ธฐ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์ƒ์ƒ๋ ฅ์„ ํ˜„์‹ค๋กœ ๋งŒ๋“ค์–ด๋ณด์„ธ์š”. ๊ฐœ์ธ ์˜ˆ์ˆ ์ž‘ํ’ˆ, ์ƒ์—… ๋””์ž์ธ ๋˜๋Š” AI ์ฐฝ์˜์„ฑ ํƒ๊ตฌ ๋“ฑ ๋ฌด์—‡์„ ๋งŒ๋“ค๋“  ํ•„์š”ํ•œ ๋ชจ๋“  ๊ฒƒ์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.
135
+ ์ปค๋ฎค๋‹ˆํ‹ฐ ์ง€์›: Discord ์ฐธ์—ฌํ•˜๊ธฐ