nroggendorff commited on
Commit
82f05e6
1 Parent(s): cf984a9

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +27 -185
README.md CHANGED
@@ -1,198 +1,40 @@
1
  ---
2
  library_name: diffusers
 
3
  ---
 
4
 
5
- # Model Card for Model ID
6
 
7
- <!-- Provide a quick summary of what the model is/does. -->
8
 
 
9
 
 
 
 
 
10
 
11
- ## Model Details
12
 
13
- ### Model Description
 
 
14
 
15
- <!-- Provide a longer summary of what this model is. -->
 
 
 
 
 
 
16
 
17
- This is the model card of a 🧨 diffusers model that has been pushed on the Hub. This model card has been automatically generated.
18
 
19
- - **Developed by:** [More Information Needed]
20
- - **Funded by [optional]:** [More Information Needed]
21
- - **Shared by [optional]:** [More Information Needed]
22
- - **Model type:** [More Information Needed]
23
- - **Language(s) (NLP):** [More Information Needed]
24
- - **License:** [More Information Needed]
25
- - **Finetuned from model [optional]:** [More Information Needed]
26
 
27
- ### Model Sources [optional]
28
-
29
- <!-- Provide the basic links for the model. -->
30
-
31
- - **Repository:** [More Information Needed]
32
- - **Paper [optional]:** [More Information Needed]
33
- - **Demo [optional]:** [More Information Needed]
34
-
35
- ## Uses
36
-
37
- <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
38
-
39
- ### Direct Use
40
-
41
- <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
42
-
43
- [More Information Needed]
44
-
45
- ### Downstream Use [optional]
46
-
47
- <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
48
-
49
- [More Information Needed]
50
-
51
- ### Out-of-Scope Use
52
-
53
- <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
54
-
55
- [More Information Needed]
56
-
57
- ## Bias, Risks, and Limitations
58
-
59
- <!-- This section is meant to convey both technical and sociotechnical limitations. -->
60
-
61
- [More Information Needed]
62
-
63
- ### Recommendations
64
-
65
- <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
66
-
67
- Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
68
-
69
- ## How to Get Started with the Model
70
-
71
- Use the code below to get started with the model.
72
-
73
- [More Information Needed]
74
-
75
- ## Training Details
76
-
77
- ### Training Data
78
-
79
- <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
80
-
81
- [More Information Needed]
82
-
83
- ### Training Procedure
84
-
85
- <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
86
-
87
- #### Preprocessing [optional]
88
-
89
- [More Information Needed]
90
-
91
-
92
- #### Training Hyperparameters
93
-
94
- - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
95
-
96
- #### Speeds, Sizes, Times [optional]
97
-
98
- <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
99
-
100
- [More Information Needed]
101
-
102
- ## Evaluation
103
-
104
- <!-- This section describes the evaluation protocols and provides the results. -->
105
-
106
- ### Testing Data, Factors & Metrics
107
-
108
- #### Testing Data
109
-
110
- <!-- This should link to a Dataset Card if possible. -->
111
-
112
- [More Information Needed]
113
-
114
- #### Factors
115
-
116
- <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
117
-
118
- [More Information Needed]
119
-
120
- #### Metrics
121
-
122
- <!-- These are the evaluation metrics being used, ideally with a description of why. -->
123
-
124
- [More Information Needed]
125
-
126
- ### Results
127
-
128
- [More Information Needed]
129
-
130
- #### Summary
131
-
132
-
133
-
134
- ## Model Examination [optional]
135
-
136
- <!-- Relevant interpretability work for the model goes here -->
137
-
138
- [More Information Needed]
139
-
140
- ## Environmental Impact
141
-
142
- <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
143
-
144
- Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
145
-
146
- - **Hardware Type:** [More Information Needed]
147
- - **Hours used:** [More Information Needed]
148
- - **Cloud Provider:** [More Information Needed]
149
- - **Compute Region:** [More Information Needed]
150
- - **Carbon Emitted:** [More Information Needed]
151
-
152
- ## Technical Specifications [optional]
153
-
154
- ### Model Architecture and Objective
155
-
156
- [More Information Needed]
157
-
158
- ### Compute Infrastructure
159
-
160
- [More Information Needed]
161
-
162
- #### Hardware
163
-
164
- [More Information Needed]
165
-
166
- #### Software
167
-
168
- [More Information Needed]
169
-
170
- ## Citation [optional]
171
-
172
- <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
173
-
174
- **BibTeX:**
175
-
176
- [More Information Needed]
177
-
178
- **APA:**
179
-
180
- [More Information Needed]
181
-
182
- ## Glossary [optional]
183
-
184
- <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
185
-
186
- [More Information Needed]
187
-
188
- ## More Information [optional]
189
-
190
- [More Information Needed]
191
-
192
- ## Model Card Authors [optional]
193
-
194
- [More Information Needed]
195
-
196
- ## Model Card Contact
197
-
198
- [More Information Needed]
 
1
  ---
2
  library_name: diffusers
3
+ license: mit
4
  ---
5
+ ## Anime Art Diffusion XL Model Card
6
 
7
+ Anime Art XL is a latent text-to-image diffusion model capable of generating images of people, mainly, and other things, in the style of Japanese anime. For more information about how Stable Diffusion functions, please have a look at 🤗's [Stable Diffusion blog](https://huggingface.co/blog/stable_diffusion).
8
 
9
+ You can use this with the 🧨Diffusers library from [Hugging Face](https://huggingface.co).
10
 
11
+ ![So pretty, right?](pipe.png)
12
 
13
+ ### Diffusers
14
+ ```py
15
+ from diffusers import StableDiffusionXLPipeline
16
+ import torch
17
 
18
+ pipeline = StableDiffusionXLPipeline.from_pretrained("nroggendorff/animexl").to("cuda")
19
 
20
+ image = pipeline(prompt="hatsune miku").images[0]
21
+ image.save("anime.png")
22
+ ```
23
 
24
+ ### Model Details
25
+ - `train_batch_size`: 1
26
+ - `gradient_accumulation_steps`: 4
27
+ - `learning_rate`: 1e-2
28
+ - `lr_warmup_steps`: 500
29
+ - `mixed_precision`: "fp16"
30
+ - `eval_metric`: "mean_squared_error"
31
 
32
+ ### Limitations
33
 
34
+ - The model does not achieve perfect drawing photorealism
35
+ - The model cannot render legible text
36
+
37
+ ### Developed by
38
+ - Noa Linden Roggendorff
 
 
39
 
40
+ *This model card was written by Noa Roggendorff and is based on the [Stable Diffusion v1-5 Model Card](https://huggingface.co/runwayml/stable-diffusion-v1-5).*