Text-to-Image
stable-diffusion
sdxl
lora
BackGwa commited on
Commit
6a6cc8b
·
verified ·
1 Parent(s): 90db445

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +43 -0
README.md CHANGED
@@ -24,4 +24,47 @@ instance_prompt: >-
24
  license: creativeml-openrail-m
25
  ---
26
 
 
 
 
 
 
 
 
 
 
 
 
 
 
27
  <Gallery />
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
24
  license: creativeml-openrail-m
25
  ---
26
 
27
+ # 🖐️ Overview
28
+
29
+ ## Trigger Word
30
+
31
+ You can use this character by entering the prompt below.
32
+ If you want to change the character's outfit or certain details, you can modify the prompt as needed.
33
+
34
+ ```text
35
+ backgwa, solo, pale blue hair, cat ears, golden eyes, navy beret, white shirt, red ribbon, oversized sleeves, blue jacket
36
+ ```
37
+
38
+ ## Preview
39
+
40
  <Gallery />
41
+
42
+ ---
43
+
44
+ # 🔧 Training
45
+
46
+ This LoRA character is a research-oriented project intended to protect artists' copyrights, art styles, training rights, and intellectual property.
47
+
48
+ No human-made artwork was used as training data for this LoRA.
49
+ Instead, a synthetic dataset of 28 images was created using AI-generated images from GPT Image 2, and these images were used for training.
50
+
51
+ To generate the initial images, the original character image was provided as an image input to the [`gemma-4-E4B-it`](https://huggingface.co/google/gemma-4-E4B-it) model running locally.
52
+ With predefined prompts and instructions, the model was used to output prompts capable of reconstructing the character from the provided reference image.
53
+
54
+ After that, images were generated with GPT Image 2 using the constructed prompts.
55
+ When high-quality generated images were obtained, some of them were also used as additional references for generating further character reconstruction images.
56
+
57
+ The generated images were labeled using GPT-5.5.
58
+
59
+ A total of 28 synthetic images were used for training, and the LoRA was trained using the SDXL-based [`LUMIERE-Q`](https://huggingface.co/BackGwa/LUMIERE-Q) model.
60
+ The training was performed using the following parameters.
61
+
62
+ |Parameter|Setting|
63
+ |---|---|
64
+ |Base Model|[`LUMIERE-Q`](https://huggingface.co/BackGwa/LUMIERE-Q)|
65
+ |Dataset Size|`28 images`|
66
+ |Image Source|`GPT Image 2`|
67
+ |Labeling Model|`GPT-5.5`|
68
+ |Epochs|`8`|
69
+ |Repeats|`10`|
70
+ |Resolution|`1024x1024`|