pixelass commited on
Commit
3158db1
0 Parent(s):

initial commit

Browse files
Files changed (2) hide show
  1. .gitattributes +55 -0
  2. README.md +125 -0
.gitattributes ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ *.7z filter=lfs diff=lfs merge=lfs -text
2
+ *.arrow filter=lfs diff=lfs merge=lfs -text
3
+ *.bin filter=lfs diff=lfs merge=lfs -text
4
+ *.bz2 filter=lfs diff=lfs merge=lfs -text
5
+ *.ckpt filter=lfs diff=lfs merge=lfs -text
6
+ *.ftz filter=lfs diff=lfs merge=lfs -text
7
+ *.gz filter=lfs diff=lfs merge=lfs -text
8
+ *.h5 filter=lfs diff=lfs merge=lfs -text
9
+ *.joblib filter=lfs diff=lfs merge=lfs -text
10
+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
11
+ *.lz4 filter=lfs diff=lfs merge=lfs -text
12
+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
13
+ *.model filter=lfs diff=lfs merge=lfs -text
14
+ *.msgpack filter=lfs diff=lfs merge=lfs -text
15
+ *.npy filter=lfs diff=lfs merge=lfs -text
16
+ *.npz filter=lfs diff=lfs merge=lfs -text
17
+ *.onnx filter=lfs diff=lfs merge=lfs -text
18
+ *.ot filter=lfs diff=lfs merge=lfs -text
19
+ *.parquet filter=lfs diff=lfs merge=lfs -text
20
+ *.pb filter=lfs diff=lfs merge=lfs -text
21
+ *.pickle filter=lfs diff=lfs merge=lfs -text
22
+ *.pkl filter=lfs diff=lfs merge=lfs -text
23
+ *.pt filter=lfs diff=lfs merge=lfs -text
24
+ *.pth filter=lfs diff=lfs merge=lfs -text
25
+ *.rar filter=lfs diff=lfs merge=lfs -text
26
+ *.safetensors filter=lfs diff=lfs merge=lfs -text
27
+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
28
+ *.tar.* filter=lfs diff=lfs merge=lfs -text
29
+ *.tar filter=lfs diff=lfs merge=lfs -text
30
+ *.tflite filter=lfs diff=lfs merge=lfs -text
31
+ *.tgz filter=lfs diff=lfs merge=lfs -text
32
+ *.wasm filter=lfs diff=lfs merge=lfs -text
33
+ *.xz filter=lfs diff=lfs merge=lfs -text
34
+ *.zip filter=lfs diff=lfs merge=lfs -text
35
+ *.zst filter=lfs diff=lfs merge=lfs -text
36
+ *tfevents* filter=lfs diff=lfs merge=lfs -text
37
+ # Audio files - uncompressed
38
+ *.pcm filter=lfs diff=lfs merge=lfs -text
39
+ *.sam filter=lfs diff=lfs merge=lfs -text
40
+ *.raw filter=lfs diff=lfs merge=lfs -text
41
+ # Audio files - compressed
42
+ *.aac filter=lfs diff=lfs merge=lfs -text
43
+ *.flac filter=lfs diff=lfs merge=lfs -text
44
+ *.mp3 filter=lfs diff=lfs merge=lfs -text
45
+ *.ogg filter=lfs diff=lfs merge=lfs -text
46
+ *.wav filter=lfs diff=lfs merge=lfs -text
47
+ # Image files - uncompressed
48
+ *.bmp filter=lfs diff=lfs merge=lfs -text
49
+ *.gif filter=lfs diff=lfs merge=lfs -text
50
+ *.png filter=lfs diff=lfs merge=lfs -text
51
+ *.tiff filter=lfs diff=lfs merge=lfs -text
52
+ # Image files - compressed
53
+ *.jpg filter=lfs diff=lfs merge=lfs -text
54
+ *.jpeg filter=lfs diff=lfs merge=lfs -text
55
+ *.webp filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,125 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - text-to-image
4
+ - stable-diffusion
5
+ - lora
6
+ - diffusers
7
+ - template:sd-lora
8
+ widget:
9
+ - text: >-
10
+ caricature of a girl wearing a tweed suit, lithography, by Honoré Daumier
11
+ <lora:honore_daumier_sdxl_v1-000014:1.0>
12
+ output:
13
+ url: images/00154-480187136.png
14
+ - text: >-
15
+ caricature of a boy wearing a superhero costume, lithography, by Honoré
16
+ Daumier <lora:honore_daumier_sdxl_v1-000014:1.0>
17
+ output:
18
+ url: images/00132-480187136.png
19
+ - text: >-
20
+ caricature of a dog wearing a police uniform, lithography, by Honoré
21
+ Daumier <lora:honore_daumier_sdxl_v1-000014:1.0>
22
+ output:
23
+ url: images/00141-480187136.png
24
+ - text: >-
25
+ caricature of a frog wearing a police uniform, lithography, by Honoré
26
+ Daumier <lora:honore_daumier_sdxl_v1-000014:1.0>
27
+ output:
28
+ url: images/00143-480187136.png
29
+ - text: >-
30
+ caricature of an alien, lithography, by Honoré Daumier
31
+ <lora:honore_daumier_sdxl_v1:1.0>
32
+ output:
33
+ url: images/00162-2919928779.png
34
+ - text: >-
35
+ caricature of a viking warrior, lithography, by Honoré Daumier
36
+ <lora:honore_daumier_sdxl_v1:1.0>
37
+ output:
38
+ url: images/00173-1015849521.png
39
+ - text: >-
40
+ caricature of a basketball player, lithography, by Honoré Daumier
41
+ <lora:honore_daumier_sdxl_v1:1.0>
42
+ output:
43
+ url: images/00174-1135926644.png
44
+ - text: >-
45
+ caricature of a cyborg robot, lithography, by Honoré Daumier
46
+ <lora:honore_daumier_sdxl_v1:1.0>
47
+ output:
48
+ url: images/00163-364911675.png
49
+ - text: >-
50
+ caricature of an eagle, lithography, by Honoré Daumier
51
+ <lora:honore_daumier_sdxl_v1:1.0>
52
+ output:
53
+ url: images/00179-3969836619.png
54
+ - text: >-
55
+ caricature of a cowboy, lithography, by Honoré Daumier
56
+ <lora:honore_daumier_sdxl_v1:1.0>
57
+ output:
58
+ url: images/00190-4023438497.png
59
+ base_model: stabilityai/stable-diffusion-xl-base-1.0
60
+ instance_prompt: caricature, lithography by Honoré Daumier
61
+ license: cc-by-nc-4.0
62
+ ---
63
+ # Honoré Daumier
64
+
65
+ <Gallery />
66
+
67
+ ## Model description
68
+
69
+ # Daumier LoRA Model
70
+
71
+ This model card represents a LoRA (Low-Rank Adaptation) model trained on the Honoré Daumier Dataset available at [Honoré Daumier Dataset](https:&#x2F;&#x2F;huggingface.co&#x2F;datasets&#x2F;Blib-la&#x2F;honore_daumier_dataset). The model is adept at generating and analyzing satirical lithographic caricatures with exaggerated features, typical of Daumier&#39;s style.
72
+
73
+ ## Model Overview
74
+
75
+ The Daumier LoRA model has been trained to capture the essence of Honoré Daumier&#39;s satirical lithographs, which feature prominent &#39;big head&#39; caricatures that are well-known for their social and political commentary during the 19th century.
76
+
77
+ ## Training Configuration
78
+
79
+ - **Dataset**: [Honoré Daumier Dataset](https:&#x2F;&#x2F;huggingface.co&#x2F;datasets&#x2F;Blib-la&#x2F;honore_daumier_dataset)
80
+ - **Epochs**: 14
81
+ - **Number of Images**: 67
82
+ - **Repeats per Image**: 10 (Each image was presented ten times throughout the training process to enhance detail recognition)
83
+ - **Optimizer**: DAdaptAdam (Chosen for its robustness in LoRA model training)
84
+ - **Precision**: bf16 (Balances computational performance with memory efficiency)
85
+ - **Main Trigger**: The model is fine-tuned to recognize and replicate Daumier&#39;s unique caricature style.
86
+ - **Xformers**: Implemented for more efficient transformer model operations
87
+ - **Captioning Method**: GPT-Vision (Employs GPT-Vision to generate captions that guide the AI&#39;s learning process), with token shuffling for improved training
88
+ - **Base Model**: Stable Diffusion XL 1.0 (Used for its advanced capabilities in detailed image generation)
89
+
90
+ ## Model Usage
91
+
92
+ The Daumier LoRA model is specifically trained to generate images that replicate the satirical and exaggerated style characteristic of Honoré Daumier&#39;s lithographs.
93
+
94
+ ## Performance and Limitations
95
+
96
+ - **Performance**: The model performs effectively in generating caricatures with exaggerated features and capturing the satirical essence of Daumier&#39;s artwork.
97
+ - **Limitations**: Given the specific focus of the dataset on Daumier&#39;s work, the model may not generalize well to other styles of caricature or art forms.
98
+
99
+ ## Ethical Considerations
100
+
101
+ - **Intended Use**: Intended for non-commercial applications such as art historical education, pattern recognition in artwork, and digital art creation.
102
+ - **Bias and Fairness**: The model reflects the societal and cultural biases present in 19th-century France as depicted in Daumier&#39;s work.
103
+
104
+ ## Licensing
105
+
106
+ - **Model License**: This model is licensed under Creative Commons Attribution-NonCommercial 4.0 Generic (CC BY-NC 4.0) for non-commercial use.
107
+ - **Dataset License**: The Honoré Daumier Dataset is licensed under CC BY-NC 2.0.
108
+
109
+ ## Contributions and Feedback
110
+
111
+ We invite feedback and contributions to further refine the model&#39;s capabilities. Visit the model&#39;s page on Hugging Face for more information on how you can contribute or provide feedback.
112
+
113
+
114
+ ## Trigger words
115
+
116
+ You should use `caricature` to trigger the image generation.
117
+
118
+ You should use `lithography by Honoré Daumier` to trigger the image generation.
119
+
120
+
121
+ ## Download model
122
+
123
+ Weights for this model are available in Safetensors format.
124
+
125
+ [Download](/pixelass/honore_daumier_lora_sdxl/tree/main) them in the Files & versions tab.