File size: 8,036 Bytes
6b448ad
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
- sections:
  - local: index
    title: 🧨 Diffusers
  - local: quicktour
    title: 快速入门
  - local: stable_diffusion
    title: Stable Diffusion
  - local: installation
    title: 安装
  title: 开始
- sections:
  - local: tutorials/basic_training
    title: Train a diffusion model
  title: Tutorials
- sections:
  - sections:
    - local: using-diffusers/loading
      title: Loading Pipelines, Models, and Schedulers
    - local: using-diffusers/schedulers
      title: Using different Schedulers
    - local: using-diffusers/configuration
      title: Configuring Pipelines, Models, and Schedulers
    - local: using-diffusers/custom_pipeline_overview
      title: Loading and Adding Custom Pipelines
    - local: using-diffusers/kerascv
      title: Using KerasCV Stable Diffusion Checkpoints in Diffusers
    title: Loading & Hub
  - sections:
    - local: using-diffusers/unconditional_image_generation
      title: Unconditional Image Generation
    - local: using-diffusers/conditional_image_generation
      title: Text-to-Image Generation
    - local: using-diffusers/img2img
      title: Text-Guided Image-to-Image
    - local: using-diffusers/inpaint
      title: Text-Guided Image-Inpainting
    - local: using-diffusers/depth2img
      title: Text-Guided Depth-to-Image
    - local: using-diffusers/controlling_generation
      title: Controlling generation
    - local: using-diffusers/reusing_seeds
      title: Reusing seeds for deterministic generation
    - local: using-diffusers/reproducibility
      title: Reproducibility
    - local: using-diffusers/custom_pipeline_examples
      title: Community Pipelines
    - local: using-diffusers/contribute_pipeline
      title: How to contribute a Pipeline
    - local: using-diffusers/using_safetensors
      title: Using safetensors
    title: Pipelines for Inference
  - sections:
    - local: using-diffusers/rl
      title: Reinforcement Learning
    - local: using-diffusers/audio
      title: Audio
    - local: using-diffusers/other-modalities
      title: Other Modalities
    title: Taking Diffusers Beyond Images
  title: Using Diffusers
- sections:
  - local: optimization/fp16
    title: Memory and Speed
  - local: optimization/torch2.0
    title: Torch2.0 support
  - local: optimization/xformers
    title: xFormers
  - local: optimization/onnx
    title: ONNX
  - local: optimization/open_vino
    title: OpenVINO
  - local: optimization/mps
    title: MPS
  - local: optimization/habana
    title: Habana Gaudi
  title: Optimization/Special Hardware
- sections:
  - local: training/overview
    title: Overview
  - local: training/unconditional_training
    title: Unconditional Image Generation
  - local: training/text_inversion
    title: Textual Inversion
  - local: training/dreambooth
    title: DreamBooth
  - local: training/text2image
    title: Text-to-image
  - local: training/lora
    title: Low-Rank Adaptation of Large Language Models (LoRA)
  title: Training
- sections:
  - local: conceptual/philosophy
    title: Philosophy
  - local: conceptual/contribution
    title: How to contribute?
  - local: conceptual/ethical_guidelines
    title: Diffusers' Ethical Guidelines
  title: Conceptual Guides
- sections:
  - sections:
    - local: api/models
      title: Models
    - local: api/diffusion_pipeline
      title: Diffusion Pipeline
    - local: api/logging
      title: Logging
    - local: api/configuration
      title: Configuration
    - local: api/outputs
      title: Outputs
    - local: api/loaders
      title: Loaders
    title: Main Classes
  - sections:
    - local: api/pipelines/overview
      title: Overview
    - local: api/pipelines/alt_diffusion
      title: AltDiffusion
    - local: api/pipelines/audio_diffusion
      title: Audio Diffusion
    - local: api/pipelines/cycle_diffusion
      title: Cycle Diffusion
    - local: api/pipelines/dance_diffusion
      title: Dance Diffusion
    - local: api/pipelines/ddim
      title: DDIM
    - local: api/pipelines/ddpm
      title: DDPM
    - local: api/pipelines/dit
      title: DiT
    - local: api/pipelines/latent_diffusion
      title: Latent Diffusion
    - local: api/pipelines/paint_by_example
      title: PaintByExample
    - local: api/pipelines/pndm
      title: PNDM
    - local: api/pipelines/repaint
      title: RePaint
    - local: api/pipelines/stable_diffusion_safe
      title: Safe Stable Diffusion
    - local: api/pipelines/score_sde_ve
      title: Score SDE VE
    - local: api/pipelines/semantic_stable_diffusion
      title: Semantic Guidance
    - sections:
      - local: api/pipelines/stable_diffusion/overview
        title: Overview
      - local: api/pipelines/stable_diffusion/text2img
        title: Text-to-Image
      - local: api/pipelines/stable_diffusion/img2img
        title: Image-to-Image
      - local: api/pipelines/stable_diffusion/inpaint
        title: Inpaint
      - local: api/pipelines/stable_diffusion/depth2img
        title: Depth-to-Image
      - local: api/pipelines/stable_diffusion/image_variation
        title: Image-Variation
      - local: api/pipelines/stable_diffusion/upscale
        title: Super-Resolution
      - local: api/pipelines/stable_diffusion/latent_upscale
        title: Stable-Diffusion-Latent-Upscaler
      - local: api/pipelines/stable_diffusion/pix2pix
        title: InstructPix2Pix
      - local: api/pipelines/stable_diffusion/attend_and_excite
        title: Attend and Excite
      - local: api/pipelines/stable_diffusion/pix2pix_zero
        title: Pix2Pix Zero
      - local: api/pipelines/stable_diffusion/self_attention_guidance
        title: Self-Attention Guidance
      - local: api/pipelines/stable_diffusion/panorama
        title: MultiDiffusion Panorama
      - local: api/pipelines/stable_diffusion/controlnet
        title: Text-to-Image Generation with ControlNet Conditioning
      title: Stable Diffusion
    - local: api/pipelines/stable_diffusion_2
      title: Stable Diffusion 2
    - local: api/pipelines/stable_unclip
      title: Stable unCLIP
    - local: api/pipelines/stochastic_karras_ve
      title: Stochastic Karras VE
    - local: api/pipelines/unclip
      title: UnCLIP
    - local: api/pipelines/latent_diffusion_uncond
      title: Unconditional Latent Diffusion
    - local: api/pipelines/versatile_diffusion
      title: Versatile Diffusion
    - local: api/pipelines/vq_diffusion
      title: VQ Diffusion
    title: Pipelines
  - sections:
    - local: api/schedulers/overview
      title: Overview
    - local: api/schedulers/ddim
      title: DDIM
    - local: api/schedulers/ddim_inverse
      title: DDIMInverse
    - local: api/schedulers/ddpm
      title: DDPM
    - local: api/schedulers/deis
      title: DEIS
    - local: api/schedulers/dpm_discrete
      title: DPM Discrete Scheduler
    - local: api/schedulers/dpm_discrete_ancestral
      title: DPM Discrete Scheduler with ancestral sampling
    - local: api/schedulers/euler_ancestral
      title: Euler Ancestral Scheduler
    - local: api/schedulers/euler
      title: Euler scheduler
    - local: api/schedulers/heun
      title: Heun Scheduler
    - local: api/schedulers/ipndm
      title: IPNDM
    - local: api/schedulers/lms_discrete
      title: Linear Multistep
    - local: api/schedulers/multistep_dpm_solver
      title: Multistep DPM-Solver
    - local: api/schedulers/pndm
      title: PNDM
    - local: api/schedulers/repaint
      title: RePaint Scheduler
    - local: api/schedulers/singlestep_dpm_solver
      title: Singlestep DPM-Solver
    - local: api/schedulers/stochastic_karras_ve
      title: Stochastic Kerras VE
    - local: api/schedulers/unipc
      title: UniPCMultistepScheduler
    - local: api/schedulers/score_sde_ve
      title: VE-SDE
    - local: api/schedulers/score_sde_vp
      title: VP-SDE
    - local: api/schedulers/vq_diffusion
      title: VQDiffusionScheduler
    title: Schedulers
  - sections:
    - local: api/experimental/rl
      title: RL Planning
    title: Experimental Features
  title: API