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patrickvonplaten commited on
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62fc896
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1 Parent(s): 69f6fc2

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Files changed (5) hide show
  1. adapt_config.py +49 -34
  2. created_prs.txt +644 -237
  3. log.txt +0 -0
  4. model_ids.txt +415 -20
  5. run_k_diffusion.py +34 -19
adapt_config.py CHANGED
@@ -43,8 +43,8 @@ def is_index_stable_diffusion_like(config_dict):
43
 
44
 
45
  def convert_single(model_id: str, folder: str) -> List["CommitOperationAdd"]:
46
- config_file = "unet/config.json"
47
- os.makedirs(os.path.join(folder, "unet"), exist_ok=True)
48
  model_index_file = hf_hub_download(repo_id=model_id, filename="model_index.json")
49
 
50
  with open(model_index_file, "r") as f:
@@ -72,36 +72,46 @@ def convert_file(
72
  with open(old_config, "r") as f:
73
  old_dict = json.load(f)
74
 
75
- is_stable_diffusion = "down_block_types" in old_dict and list(old_dict["down_block_types"]) == ["CrossAttnDownBlock2D", "CrossAttnDownBlock2D", "CrossAttnDownBlock2D", "DownBlock2D"]
76
-
77
- is_stable_diffusion_1 = is_stable_diffusion and ("use_linear_projection" not in old_dict or old_dict["use_linear_projection"] is False)
78
- is_stable_diffusion_2 = is_stable_diffusion and ("use_linear_projection" in old_dict and old_dict["use_linear_projection"] is True)
79
-
80
- if not is_stable_diffusion_1 and not is_stable_diffusion_2:
81
  print("No matching config")
82
  return False
83
 
84
- if is_stable_diffusion_1:
85
- if old_dict["sample_size"] == 64:
86
- print("Dict correct")
87
- return False
88
-
89
- print("Correct stable diffusion 1")
90
- old_dict["sample_size"] = 64
91
-
92
- if is_stable_diffusion_2:
93
- if old_dict["sample_size"] == 96:
94
- print("Dict correct")
95
- return False
96
-
97
- print("Correct stable diffusion 2")
98
- old_dict["sample_size"] = 96
99
-
 
 
 
 
 
 
 
 
 
100
  with open(new_config, 'w') as f:
101
  json_str = json.dumps(old_dict, indent=2, sort_keys=True) + "\n"
102
  f.write(json_str)
103
 
104
- return "Stable Diffusion 1" if is_stable_diffusion_1 else "Stable Diffusion 2"
 
 
 
105
 
106
 
107
  def previous_pr(api: "HfApi", model_id: str, pr_title: str) -> Optional["Discussion"]:
@@ -115,7 +125,8 @@ def previous_pr(api: "HfApi", model_id: str, pr_title: str) -> Optional["Discuss
115
 
116
 
117
  def convert(api: "HfApi", model_id: str, force: bool = False) -> Optional["CommitInfo"]:
118
- pr_title = "Correct `sample_size` of {}'s unet to have correct width and height default"
 
119
  info = api.model_info(model_id)
120
  filenames = set(s.rfilename for s in info.siblings)
121
 
@@ -143,15 +154,19 @@ def convert(api: "HfApi", model_id: str, force: bool = False) -> Optional["Commi
143
 
144
  if operations:
145
  pr_title = pr_title.format(model_type)
146
- if model_type == "Stable Diffusion 1":
147
- sample_size = 64
148
- image_size = 512
149
- elif model_type == "Stable Diffusion 2":
150
- sample_size = 96
151
- image_size = 768
152
-
 
 
 
 
153
  pr_description = (
154
- f"Since `diffusers==0.9.0` the width and height is automatically inferred from the `sample_size` attribute of your unet's config. It seems like your diffusion model has the same architecture as {model_type} which means that when using this model, by default an image size of {image_size}x{image_size} should be generated. This in turn means the unet's sample size should be **{sample_size}**. \n\n In order to suppress to update your configuration on the fly and to suppress the deprecation warning added in this PR: https://github.com/huggingface/diffusers/pull/1406/files#r1035703505 it is strongly recommended to merge this PR."
155
  )
156
  new_pr = api.create_commit(
157
  repo_id=model_id,
 
43
 
44
 
45
  def convert_single(model_id: str, folder: str) -> List["CommitOperationAdd"]:
46
+ config_file = "scheduler/scheduler_config.json"
47
+ os.makedirs(os.path.join(folder, "scheduler"), exist_ok=True)
48
  model_index_file = hf_hub_download(repo_id=model_id, filename="model_index.json")
49
 
50
  with open(model_index_file, "r") as f:
 
72
  with open(old_config, "r") as f:
73
  old_dict = json.load(f)
74
 
75
+ if "clip_sample" not in old_dict:
76
+ print("Make scheduler DDIM compatible")
77
+ old_dict["clip_sample"] = False
78
+ else:
 
 
79
  print("No matching config")
80
  return False
81
 
82
+ # is_stable_diffusion = "down_block_types" in old_dict and list(old_dict["down_block_types"]) == ["CrossAttnDownBlock2D", "CrossAttnDownBlock2D", "CrossAttnDownBlock2D", "DownBlock2D"]
83
+ #
84
+ # is_stable_diffusion_1 = is_stable_diffusion and ("use_linear_projection" not in old_dict or old_dict["use_linear_projection"] is False)
85
+ # is_stable_diffusion_2 = is_stable_diffusion and ("use_linear_projection" in old_dict and old_dict["use_linear_projection"] is True)
86
+ #
87
+ # if not is_stable_diffusion_1 and not is_stable_diffusion_2:
88
+ # print("No matching config")
89
+ # return False
90
+ #
91
+ # if is_stable_diffusion_1:
92
+ # if old_dict["sample_size"] == 64:
93
+ # print("Dict correct")
94
+ # return False
95
+ #
96
+ # print("Correct stable diffusion 1")
97
+ # old_dict["sample_size"] = 64
98
+ #
99
+ # if is_stable_diffusion_2:
100
+ # if old_dict["sample_size"] == 96:
101
+ # print("Dict correct")
102
+ # return False
103
+ #
104
+ # print("Correct stable diffusion 2")
105
+ # old_dict["sample_size"] = 96
106
+ #
107
  with open(new_config, 'w') as f:
108
  json_str = json.dumps(old_dict, indent=2, sort_keys=True) + "\n"
109
  f.write(json_str)
110
 
111
+ #
112
+ # return "Stable Diffusion 1" if is_stable_diffusion_1 else "Stable Diffusion 2"
113
+
114
+ return "Stable Diffusion"
115
 
116
 
117
  def previous_pr(api: "HfApi", model_id: str, pr_title: str) -> Optional["Discussion"]:
 
125
 
126
 
127
  def convert(api: "HfApi", model_id: str, force: bool = False) -> Optional["CommitInfo"]:
128
+ # pr_title = "Correct `sample_size` of {}'s unet to have correct width and height default"
129
+ pr_title = "Add `clip_sample=False` to scheduler to make model compatible with DDIM."
130
  info = api.model_info(model_id)
131
  filenames = set(s.rfilename for s in info.siblings)
132
 
 
154
 
155
  if operations:
156
  pr_title = pr_title.format(model_type)
157
+ # if model_type == "Stable Diffusion 1":
158
+ # sample_size = 64
159
+ # image_size = 512
160
+ # elif model_type == "Stable Diffusion 2":
161
+ # sample_size = 96
162
+ # image_size = 768
163
+
164
+ # pr_description = (
165
+ # f"Since `diffusers==0.9.0` the width and height is automatically inferred from the `sample_size` attribute of your unet's config. It seems like your diffusion model has the same architecture as {model_type} which means that when using this model, by default an image size of {image_size}x{image_size} should be generated. This in turn means the unet's sample size should be **{sample_size}**. \n\n In order to suppress to update your configuration on the fly and to suppress the deprecation warning added in this PR: https://github.com/huggingface/diffusers/pull/1406/files#r1035703505 it is strongly recommended to merge this PR."
166
+ # )
167
+ contributor = model_id.split("/")[0]
168
  pr_description = (
169
+ f"Hey {contributor} 👋, \n\n Your model repository seems to contain a stable diffusion checkpoint. We have noticed that your scheduler config currently does not correctly work with the [DDIMScheduler](https://huggingface.co/docs/diffusers/main/en/api/schedulers#diffusers.DDIMScheduler) because `clip_sample` is not set to False and will therefore [incorrectly default to True](https://github.com/huggingface/diffusers/blob/3ce6380d3a2ec5c3e3f4f48889d380d657b151bc/src/diffusers/schedulers/scheduling_ddim.py#L127). \n The official stable diffusion checkpoints have `clip_sample=False` so that the scheduler config works will **all** schedulers, see: https://huggingface.co/stabilityai/stable-diffusion-2-1-base/blob/main/scheduler/scheduler_config.json#L7. \n\n We strongly recommend that you merge this PR to make sure your model works correctly with DDIM. \n\n Diffusingly, \n Patrick."
170
  )
171
  new_pr = api.create_commit(
172
  repo_id=model_id,
created_prs.txt CHANGED
@@ -1,237 +1,644 @@
1
- log.txt:Pr created at https://huggingface.co/hakurei/waifu-diffusion/discussions/64
2
- log.txt:Pr created at https://huggingface.co/naclbit/trinart_stable_diffusion_v2/discussions/11
3
- log.txt:Pr created at https://huggingface.co/jcplus/waifu-diffusion/discussions/1
4
- log.txt:Pr created at https://huggingface.co/CompVis/stable-diffusion-v1-5/discussions/1
5
- log.txt:Pr created at https://huggingface.co/doohickey/doodad-v1-1/discussions/1
6
- log.txt:Pr created at https://huggingface.co/doohickey/doodad-v1-2/discussions/1
7
- log.txt:Pr created at https://huggingface.co/doohickey/doodad-v1-3/discussions/1
8
- log.txt:Pr created at https://huggingface.co/nousr/robo-diffusion/discussions/4
9
- log.txt:Pr created at https://huggingface.co/sd-dreambooth-library/ba-shiroko/discussions/1
10
- log.txt:Pr created at https://huggingface.co/AstraliteHeart/pony-diffusion/discussions/5
11
- log.txt:Pr created at https://huggingface.co/Nilaier/Waifu-Diffusers/discussions/16
12
- log.txt:Pr created at https://huggingface.co/sd-dreambooth-library/kaltsit/discussions/2
13
- log.txt:Pr created at https://huggingface.co/Zack3D/Zack3D_Kinky-v1/discussions/3
14
- log.txt:Pr created at https://huggingface.co/yuk/fuyuko-waifu-diffusion/discussions/2
15
- log.txt:Pr created at https://huggingface.co/nitrosocke/Arcane-Diffusion/discussions/22
16
- log.txt:Pr created at https://huggingface.co/yuk/asahi-waifu-diffusion/discussions/1
17
- log.txt:Pr created at https://huggingface.co/crumb/eva-fusion/discussions/1
18
- log.txt:Pr created at https://huggingface.co/tyler274/waifu-diffusion-testing/discussions/1
19
- log.txt:Pr created at https://huggingface.co/yuk/madoka-waifu-diffusion/discussions/1
20
- log.txt:Pr created at https://huggingface.co/nitrosocke/elden-ring-diffusion/discussions/6
21
- log.txt:Pr created at https://huggingface.co/Paracompact/Asriel/discussions/1
22
- log.txt:Pr created at https://huggingface.co/nitrosocke/spider-verse-diffusion/discussions/10
23
- log.txt:Pr created at https://huggingface.co/cedpsam/wd1-2_sd1-4_merged/discussions/1
24
- log.txt:Pr created at https://huggingface.co/crumb/icon-diffusion-v1-1/discussions/1
25
- log.txt:Pr created at https://huggingface.co/Severian-Void/Starsector-Portraits/discussions/2
26
- log.txt:Pr created at https://huggingface.co/V3B4/chiyoda-momo-trinart-waifu-diffusion-50-50/discussions/1
27
- log.txt:Pr created at https://huggingface.co/sd-concepts-library/miyano_tomochika/discussions/1
28
- log.txt:Pr created at https://huggingface.co/V3B4/chiyoda-momo-waifu-diffusion/discussions/1
29
- log.txt:Pr created at https://huggingface.co/V3B4/osaka-shizuku-waifu-diffusion/discussions/1
30
- log.txt:Pr created at https://huggingface.co/crumb/eva-fusion-v2.22/discussions/1
31
- log.txt:Pr created at https://huggingface.co/fusing/sd-inpaint-temp/discussions/1
32
- log.txt:Pr created at https://huggingface.co/nitrosocke/archer-diffusion/discussions/4
33
- log.txt:Pr created at https://huggingface.co/proxima/kawaiinimal-icons/discussions/1
34
- log.txt:Pr created at https://huggingface.co/sd-dreambooth-library/gemba-cat/discussions/1
35
- log.txt:Pr created at https://huggingface.co/johnslegers/stable-diffusion-v1-5/discussions/1
36
- log.txt:Pr created at https://huggingface.co/acheong08/SD-V1-5-cloned/discussions/1
37
- log.txt:Pr created at https://huggingface.co/jcplus/stable-diffusion-v1-5/discussions/1
38
- log.txt:Pr created at https://huggingface.co/nousr/sd-1-5-mse-vae/discussions/1
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- log.txt:Pr created at https://huggingface.co/aoringo/AIkaHimena_221026_3000/discussions/2
45
- log.txt:Pr created at https://huggingface.co/technillogue/waifu-diffusion/discussions/1
46
- log.txt:Pr created at https://huggingface.co/DGSpitzer/Cyberpunk-Anime-Diffusion/discussions/32
47
- log.txt:Pr created at https://huggingface.co/nitrosocke/mo-di-diffusion/discussions/18
48
- log.txt:Pr created at https://huggingface.co/RayHell/Amano-Diffusion/discussions/3
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50
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53
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- log.txt:Pr created at https://huggingface.co/svjack/Stable-Diffusion-Pokemon-ja/discussions/1
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- log.txt:Pr created at https://huggingface.co/nitrosocke/classic-anim-diffusion/discussions/11
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- log.txt:Pr created at https://huggingface.co/nivix-zixer/sd-jim-varney/discussions/1
64
- log.txt:Pr created at https://huggingface.co/dallinmackay/Tron-Legacy-diffusion/discussions/8
65
- log.txt:Pr created at https://huggingface.co/hiyorichan/nai_diffuser_full/discussions/1
66
- log.txt:Pr created at https://huggingface.co/prompthero/poolsuite-diffusion/discussions/4
67
- log.txt:Pr created at https://huggingface.co/danbrown/ogkalu-comic-diffusion/discussions/1
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- log.txt:Pr created at https://huggingface.co/undeleted/aniplus-v1/discussions/1
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- log.txt:Pr created at https://huggingface.co/danbrown/ogkalu-illustration-diffusion/discussions/1
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- log.txt:Pr created at https://huggingface.co/danbrown/nitrosocke-classic-anim-diffusion/discussions/1
71
- log.txt:Pr created at https://huggingface.co/davidfant/sd-ecom-brightswimwear/discussions/1
72
- log.txt:Pr created at https://huggingface.co/MirageML/dreambooth-nike/discussions/1
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- log.txt:Pr created at https://huggingface.co/Onodofthenorth/SD_PixelArt_SpriteSheet_Generator/discussions/11
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- log.txt:Pr created at https://huggingface.co/nousr/sd-v1-5-ema/discussions/1
75
- log.txt:Pr created at https://huggingface.co/GaggiX/testWd/discussions/1
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- log.txt:Pr created at https://huggingface.co/sd-dreambooth-library/pathfinder-iconics/discussions/2
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- log.txt:Pr created at https://huggingface.co/ZeroCool94/stable-diffusion-v1-5/discussions/2
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- log.txt:Pr created at https://huggingface.co/MirageML/dreambooth-adidas/discussions/1
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- log.txt:Pr created at https://huggingface.co/MirageML/dreambooth-balenciaga-handbag/discussions/1
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- log.txt:Pr created at https://huggingface.co/riccardogiorato/beeple-diffusion/discussions/2
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- log.txt:Pr created at https://huggingface.co/rabidgremlin/sd-db-block-world-rtx/discussions/2
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- log.txt:Pr created at https://huggingface.co/no3/pistachio-wd-1.3-beta1/discussions/1
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- log.txt:Pr created at https://huggingface.co/dallinmackay/Van-Gogh-diffusion/discussions/5
86
- log.txt:Pr created at https://huggingface.co/s3nh/beksinski-style-stable-diffusion/discussions/3
87
- log.txt:Pr created at https://huggingface.co/rabidgremlin/sd-db-epic-space-machine/discussions/3
88
- log.txt:Pr created at https://huggingface.co/riccardogiorato/avatar-diffusion/discussions/3
89
- log.txt:Pr created at https://huggingface.co/Guizmus/DarkSoulsDiffusion/discussions/4
90
- log.txt:Pr created at https://huggingface.co/nitrosocke/redshift-diffusion/discussions/10
91
- log.txt:Pr created at https://huggingface.co/0xJustin/Dungeons-and-Diffusion/discussions/6
92
- log.txt:Pr created at https://huggingface.co/prompthero/linkedin-diffusion/discussions/3
93
- log.txt:Pr created at https://huggingface.co/Guizmus/BloodborneDiffusion/discussions/5
94
- log.txt:Pr created at https://huggingface.co/dallinmackay/Cats-Musical-diffusion/discussions/3
95
- log.txt:Pr created at https://huggingface.co/xiaohui2022/DB_SD_dog2_converted/discussions/1
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- log.txt:Pr created at https://huggingface.co/PublicPrompts/borderlands/discussions/2
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- log.txt:Pr created at https://huggingface.co/PurpleFlavorTea/NDiffUnpack/discussions/1
98
- log.txt:Pr created at https://huggingface.co/Fictiverse/Stable_Diffusion_Microscopic_model/discussions/3
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- log.txt:Pr created at https://huggingface.co/xiaohui2022/DB_SD_cat_converted/discussions/1
100
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101
- log.txt:Pr created at https://huggingface.co/Fictiverse/Stable_Diffusion_FluidArt_Model/discussions/3
102
- log.txt:Pr created at https://huggingface.co/prompthero/openjourney/discussions/30
103
- log.txt:Pr created at https://huggingface.co/Linaqruf/anything-v3.0/discussions/33
104
- log.txt:Pr created at https://huggingface.co/Fictiverse/Stable_Diffusion_PaperCut_Model/discussions/8
105
- log.txt:Pr created at https://huggingface.co/dallinmackay/JWST-Deep-Space-diffusion/discussions/2
106
- log.txt:Pr created at https://huggingface.co/Langboat/Guohua-Diffusion/discussions/3
107
- log.txt:Pr created at https://huggingface.co/no3/banana-wd-1.3-beta1/discussions/1
108
- log.txt:Pr created at https://huggingface.co/PublicPrompts/All-In-One-Pixel-Model/discussions/2
109
- log.txt:Pr created at https://huggingface.co/jvkape/IconsMI-AppIconsModelforSD/discussions/4
110
- log.txt:Pr created at https://huggingface.co/Fictiverse/Stable_Diffusion_VoxelArt_Model/discussions/4
111
- log.txt:Pr created at https://huggingface.co/sd-dreambooth-library/california-gurls-music-video/discussions/1
112
- log.txt:Pr created at https://huggingface.co/tuwonga/rotoscopee/discussions/2
113
- log.txt:Pr created at https://huggingface.co/sd-dreambooth-library/tanidareal-v1/discussions/1
114
- log.txt:Pr created at https://huggingface.co/ShadoWxShinigamI/MidJourney-PaperCut/discussions/3
115
- log.txt:Pr created at https://huggingface.co/johnslegers/experiment/discussions/1
116
- log.txt:Pr created at https://huggingface.co/RayHell/popupBook-diffusion/discussions/4
117
- log.txt:Pr created at https://huggingface.co/sd-dreambooth-library/Origtron/discussions/2
118
- log.txt:Pr created at https://huggingface.co/AMAN-B/Demo-Dreambooth/discussions/1
119
- log.txt:Pr created at https://huggingface.co/timothepearce/gina-the-cat/discussions/1
120
- log.txt:Pr created at https://huggingface.co/EdXD/aemond-targaryen-sandman/discussions/1
121
- log.txt:Pr created at https://huggingface.co/SenorKaffee/notyourmary-diff/discussions/1
122
- log.txt:Pr created at https://huggingface.co/ByteXD/aemondhod-sandman2022/discussions/1
123
- log.txt:Pr created at https://huggingface.co/tuwonga/takeON/discussions/2
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563
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564
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565
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567
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568
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571
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572
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573
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575
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+ Pr created at https://huggingface.co/jiaheillu/zhululu-10-700/discussions/1
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+ Pr created at https://huggingface.co/sd-dreambooth-library/organic-mind/discussions/1
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581
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582
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583
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584
+ Pr created at https://huggingface.co/Andromeda12/mirtha-legran/discussions/1
585
+ Pr created at https://huggingface.co/sztanki/hulk-style-v2/discussions/1
586
+ Pr created at https://huggingface.co/AlexWortega/AnimeDiffusion/discussions/1
587
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590
+ Pr created at https://huggingface.co/pomercier/Francois_Legault/discussions/1
591
+ Pr created at https://huggingface.co/sd-dreambooth-library/rousseau-style/discussions/1
592
+ Pr created at https://huggingface.co/sd-dreambooth-library/monet-style/discussions/1
593
+ Pr created at https://huggingface.co/no3/june-wd-1.3-beta2/discussions/1
594
+ Pr created at https://huggingface.co/repbub/kirilbublik/discussions/1
595
+ Pr created at https://huggingface.co/sd-dreambooth-library/lh-miki-v1/discussions/1
596
+ Pr created at https://huggingface.co/eBoreal/enattendantcoline-v2-512-dreambooth/discussions/1
597
+ Pr created at https://huggingface.co/cxyz/sttylwyr/discussions/1
598
+ Pr created at https://huggingface.co/Thaweewat/stable-diffusion-kiminonawa-v1-2/discussions/1
599
+ Pr created at https://huggingface.co/jayshreeanand/asmug/discussions/1
600
+ Pr created at https://huggingface.co/plasmo/colorjizz-512px/discussions/1
601
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602
+ Pr created at https://huggingface.co/plasmo/colorjizz-768px/discussions/1
603
+ Pr created at https://huggingface.co/Redw04/hakimi/discussions/1
604
+ Pr created at https://huggingface.co/Nina1725/stable-dreambooth/discussions/1
605
+ Pr created at https://huggingface.co/tftgregrge/mjara/discussions/1
606
+ Pr created at https://huggingface.co/tftgregrge/millyalcock-bj/discussions/1
607
+ Pr created at https://huggingface.co/Ludomarza/klimt0512lm/discussions/1
608
+ Pr created at https://huggingface.co/hassanblend/evamendes/discussions/1
609
+ Pr created at https://huggingface.co/TheLastBen/froggy-style/discussions/1
610
+ Pr created at https://huggingface.co/sztanki/got-style-v1/discussions/1
611
+ Pr created at https://huggingface.co/JrdnRgrs/JogiPie_simple_25/discussions/1
612
+ Pr created at https://huggingface.co/Sanvean/clpbug/discussions/1
613
+ Pr created at https://huggingface.co/oacev/heightmapsstyle/discussions/1
614
+ Pr created at https://huggingface.co/mrdabin/poison/discussions/1
615
+ Pr created at https://huggingface.co/arnomatic/seacreatures/discussions/1
616
+ Pr created at https://huggingface.co/tftgregrge/mjara-blkd-bj/discussions/1
617
+ Pr created at https://huggingface.co/tzvc/sd-tzvc/discussions/1
618
+ Pr created at https://huggingface.co/mahpat/dorobot1/discussions/1
619
+ Pr created at https://huggingface.co/Harrypotterrrr/andrey/discussions/1
620
+ Pr created at https://huggingface.co/Nina1725/dreambooth-test1/discussions/1
621
+ Pr created at https://huggingface.co/tzvc/sd-coby/discussions/1
622
+ Pr created at https://huggingface.co/flax/woolitize/discussions/1
623
+ Pr created at https://huggingface.co/flax/Inkpunk-Diffusion/discussions/1
624
+ Pr created at https://huggingface.co/9LSMai/lsm-v1-0/discussions/1
625
+ Pr created at https://huggingface.co/efederici/gpoloni/discussions/1
626
+ Pr created at https://huggingface.co/flax/EimisAnimeDiffusion_1.0v/discussions/1
627
+ Pr created at https://huggingface.co/shivi/sd-division-bell/discussions/1
628
+ Pr created at https://huggingface.co/HusseinHE/ramy/discussions/1
629
+ Pr created at https://huggingface.co/plasmo/tryptophobitize-768px/discussions/1
630
+ Pr created at https://huggingface.co/diegofornalha/pandaalbino/discussions/1
631
+ Pr created at https://huggingface.co/shivi/sd-album-covers/discussions/1
632
+ Pr created at https://huggingface.co/tyoyo/dreambooth-v1-5-deluha-mix/discussions/1
633
+ Pr created at https://huggingface.co/bahadirs/akc/discussions/1
634
+ Pr created at https://huggingface.co/Nina1725/custom-dreambooth1/discussions/1
635
+ Pr created at https://huggingface.co/Alexwww/simple-icons/discussions/1
636
+ Pr created at https://huggingface.co/stb/hentaidiffusion/discussions/1
637
+ Pr created at https://huggingface.co/stb/elysiumv2/discussions/1
638
+ Pr created at https://huggingface.co/stb/henteuler/discussions/1
639
+ Pr created at https://huggingface.co/devemrekoc/sd-tunable/discussions/1
640
+ Pr created at https://huggingface.co/jmamou/sd-pokemon-distil-model-2/discussions/1
641
+ Pr created at https://huggingface.co/stb/nutmeg/discussions/1
642
+ Pr created at https://huggingface.co/stb/berrymix/discussions/1
643
+ Pr created at https://huggingface.co/stb/anything-of-f222/discussions/1
644
+ Pr created at https://huggingface.co/theguaz/rembrantsito/discussions/1
log.txt CHANGED
The diff for this file is too large to render. See raw diff
 
model_ids.txt CHANGED
@@ -641,12 +641,12 @@ svjack/Stable-Diffusion-FineTuned-zh-v2
641
  xiaohui2022/DB_SD_dog2_converted
642
  PublicPrompts/borderlands
643
  vmanot/valiant-effort-one
 
644
  dimpo/ddpm-mnist
645
  Omerdor/dry_samples
646
  s3nh/artwork-arcane-stable-diffusion
647
  Fakeuser002/blackrockshooter
648
  fusing/rdm
649
- Aspik101/ddpm-butterflies-128
650
  understaters/ddpm-butterflies-128
651
  KarlSangwon/output
652
  MirageML/dreambooth-fantasy-castle
@@ -664,6 +664,7 @@ Fictiverse/Stable_Diffusion_PaperCut_Model
664
  msilva/ddpm-butterflies-128
665
  JerryST/ddpm_ZUN_Faces
666
  aorhan/ddpm-butterflies-128
 
667
  imraan/ddpm-butterflies-128
668
  dallinmackay/JWST-Deep-Space-diffusion
669
  Bingsu/my-korean-stable-diffusion-v1-5
@@ -768,6 +769,7 @@ Omerdor/128-DRY-iCHILOV
768
  openjourney/openjourney
769
  pcuenq/k-upscaler
770
  dn-gh/ddpm-apes-128
 
771
  doohickey/doohickey-mega-v1.01
772
  Laughify/player
773
  liuwei33/qingqingdezhaopian
@@ -827,10 +829,13 @@ wholeweath888/artveelandscape30
827
  lilpotat/sa
828
  AIML-TUDA/stable-diffusion-safe
829
  arkmand/ddpm-butterflies-128
 
830
  flax/samdoesart
831
  keogh/stable-diffusion-compvis-v1-4
 
832
  Laughify/sonic06-diffusion
833
  IGKKR/ddpm-butterflies-128
 
834
  joytafty/ddpm-sroie
835
  vinesmsuic/bg-visualnovel-v02
836
  zthrx/painting_generator
@@ -863,10 +868,8 @@ sd-dreambooth-library/seraphm
863
  Kafke/sanrio
864
  TopdeckingLands/ArtOfMtg_V1
865
  karou/ddpm-butterflies-128
866
- Serafius/book-cover-diffusers
867
  blackpansuto/ddpm-butterflies-128
868
  ringhyacinth/nail-set-diffuser
869
- haor/evt.v2
870
  Yagorka/ddpm-butterflies-256
871
  Oreoganos/mrydrmbth
872
  Laughify/aipom-from-pokemon-diffusion
@@ -882,16 +885,14 @@ sd-dreambooth-library/persona-5-shigenori-style
882
  no3/mia-at-3-experimental1
883
  akhilsharma/raja_ravi_verma
884
  DONG19/output
 
885
  Dimus/ddpm-butterflies-128
886
  salmonhumorous/ukeiyo-style-diffusion
887
  caffeinism/ddpm-butterflies-128
888
  ThrinathMphasis/layout
889
  Zlikwid/zlikwid
890
  NAWNIE/bleach-season-1-karukura-town-final
891
- teticio/audio-diffusion-256-new
892
  hassanblend/hassanblend1.4
893
- teticio/audio-diffusion-ddim-256-new
894
- teticio/latent-audio-diffusion-ddim-256-new
895
  piEsposito/openpotionbottle-v1
896
  wangjksjtu/ddpm-butterflies-128
897
  andrewburns/emoji_ema
@@ -907,11 +908,9 @@ mikesmodels/Waltz_with_Bashir_Diffusion
907
  daniel-comet/stevefussion-v3
908
  ana-tamais/2d-art-sprites
909
  mrjkos/wd-2
910
- thothai/atam
911
- JuandaSuarez/dan-reynolds
912
  mrdave99us/supadavetron
913
  sd-dreambooth-library/english-bulldog-1
914
- flappy55/flappytest
915
  BestJuly/ddpm-butterflies-128
916
  Narsil/tiny-stable-diffusion-torch
917
  sd-dreambooth-library/top-gun-jacket-stable-diffusion
@@ -926,6 +925,7 @@ sd-dreambooth-library/american-flag-cowboy-hat
926
  sd-dreambooth-library/colorful-ball
927
  plasmo/zombie-vector
928
  sd-dreambooth-library/taylorswift
 
929
  johnslegers/experiment2
930
  GeneralAwareness/MirrorMask
931
  MAVS/urkov1
@@ -941,12 +941,15 @@ crumb/alpha-wolf-dreambooth
941
  ShadoWxShinigamI/Midjourney-Rangoli
942
  hr16/sofia-roses-3500
943
  stabilityai/stable-diffusion-2-base
 
944
  stabilityai/stable-diffusion-2-inpainting
945
  stabilityai/stable-diffusion-x4-upscaler
946
  fusing/stable-diffusion-v2
947
  fusing/stable-diffusion-v2-inpainting
948
  GenerativeApex/apexbadges-v1
949
  SherlockHolmes/ddpm-butterflies-128
 
 
950
  jahlborn/bbrash
951
  sd-dreambooth-library/harvard-beating-yale-ii
952
  sd-dreambooth-library/hog-rider
@@ -976,16 +979,18 @@ sd-dreambooth-library/estelle-sims-style
976
  mufasanft/Ghibli-Diffusion
977
  nitrosocke/Future-Diffusion
978
  lanyuer/ddpm-butterflies-128
 
979
  Envvi/Inkpunk-Diffusion
980
  PurpleFlavorTea/SD20_VAE
981
  emendes3/cancer_diffusion_model_glioma
982
  Z3R069/rayyan
983
- imjunaidafzal/ahmedghani-v2
984
  osanseviero/huggingface2
985
  Abhilashvj/openjourney_copy
 
986
  fffiloni/mr-and-misses-v2
987
  emendes3/cancer_diffusion_model_meningioma
988
  plasmo/vox2
 
989
  plasmo/woolitize
990
  Metal079/SonicDiffusion
991
  sd-dreambooth-library/skshikakinotonoderugomi
@@ -1005,14 +1010,12 @@ DaliborH/hlista
1005
  TheLastBen/wingview-640px
1006
  Undeadrelic/Neon_Relic
1007
  lilpotat/ashleymoore
1008
- Ryosuke/an-stable-diffusion
1009
  miin/ddpm-butterflies-128
1010
  dreamlike-art/dreamlike-photoreal-1.0
1011
  xfh/test_sd_pokemon_model
1012
  Ryosuke/an2-stable-diffusion
1013
  hr16/fswd
1014
  kingery/hyc-01-sdv1-5-2e-6-1500-man-ddim
1015
- quacrobat/aalgtcnc
1016
  tjrdnjs1534/ddpm-butterflies-128
1017
  jmamou/sd-pokemon-distil-model-loss-teacher
1018
  kingery/zrn-01-sdv1-5-1e-6-1500-woman-ddim
@@ -1022,13 +1025,14 @@ nitrosocke/redshift-diffusion-768
1022
  hr16/sofia-roses-3500-6-5e-7
1023
  tranmc/Bronya_7.5e-7_4800
1024
  willjejones/cutout-v1-0
 
1025
  kingery/zrn-02-sdv1-5-2e-6-1500-woman-ddim
 
1026
  no3/ridley-at3-beta1
1027
- Allenbv/aimersd2
1028
  valhalla/mad_max_diffusion-sd2
1029
  furusu/fate-diffusion
1030
  supersergiy/lineart-x1
1031
- dskill/stable-diffusion-v1-4-endpoints-test
1032
  MirageML/lowpoly-cyberpunk
1033
  MirageML/lowpoly-environment
1034
  GongChen/ddpm-ema-pokemon-64
@@ -1045,7 +1049,6 @@ MirageML/fantasy-gun
1045
  MirageML/fantasy-scene
1046
  MirageML/fantasy-sword
1047
  kingery/hyc-06-512-sd15-2e-6-1500-man-ddim
1048
- Kaanbursa/interiodiff01
1049
  jfjensen/sd-class-butterflies-32
1050
  jfjensen/sd-class-butterflies-64
1051
  laroy23/ddpm-butterflies-128
@@ -1070,6 +1073,7 @@ SwePalm/sd-class-butterflies-64
1070
  michaelmayo704/sd-class-butterflies-32
1071
  michaelmayo704/sd-class-butterflies-64
1072
  ignacioiglesias/sd-class-butterflies-32
 
1073
  amolensc/ddpm-butterflies-128
1074
  monkseal555/sd-class-butterflies-32
1075
  ali97/sd-class-butterflies-32
@@ -1082,12 +1086,12 @@ datboi223/sd-class-butterflies-32
1082
  matan-diamond/sd-class-butterflies-32
1083
  matan-diamond/sd-class-butterflies-64
1084
  ryvalenza/sd-class-butterflies-32
 
1085
  jl8771/sd-class-butterflies-32
1086
- hsuyab/sd-class-butterflies-32
1087
- hsuyab/sd-class-butterflies-64
1088
  cjp/sd-class-butterflies-32
1089
  nagais/sd-class-butterflies-32
1090
  float-trip/marsey-db-sd2
 
1091
  JulianBons/sd-class-butterflies-32
1092
  imjunaidafzal/stable-diffusion-finetune
1093
  shivammehta007/sd-class-butterflies-32
@@ -1099,8 +1103,6 @@ multimodalart/polisteps-768
1099
  vinesmsuic/bg-visualnovel-v03
1100
  lily-phoo-95/sd-class-butterflies-32
1101
  lily-phoo-95/sd-class-butterflies-64
1102
- AdamOswald1/sd-pokemon-diffusers-X-Stable-Diffusion-Pokemon-en
1103
- cxyz/nvthms
1104
  msilva/mapas_generados_ddpm
1105
  sd-dreambooth-library/crisimsestelle
1106
  sudipta002/sd-class-butterflies-32
@@ -1123,6 +1125,7 @@ AlexChe/sd-class-butterflies-32
1123
  AlexChe/sd-class-butterflies-64
1124
  ckadirt/reamylisi
1125
  davidaponte/sd-class-butterflies-32
 
1126
  ben765/sd-class-butterflies-32
1127
  Glen/sd-class-butterflies-32-gf
1128
  relno/sd-class-butterflies-32
@@ -1134,9 +1137,401 @@ ykhwang/sd-class-butterflies-32
1134
  ykhwang/sd-class-butterflies-64
1135
  prajwal13/pintu_dreambooth
1136
  no3/ridley-at3-beta2
 
1137
  sonicviz/sd-class-butterflies-32
1138
  Vincent-luo/sd-class-butterflies-32
1139
  sonicviz/sd-class-butterflies-64
1140
- pupsicated/sd-class-butterflies-32
1141
  lukasHoel/sd-class-butterflies-32
1142
  Vincent-luo/sd-class-butterflies-64
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
641
  xiaohui2022/DB_SD_dog2_converted
642
  PublicPrompts/borderlands
643
  vmanot/valiant-effort-one
644
+ alibaba-pai/pai-diffusion-poem-large-zh
645
  dimpo/ddpm-mnist
646
  Omerdor/dry_samples
647
  s3nh/artwork-arcane-stable-diffusion
648
  Fakeuser002/blackrockshooter
649
  fusing/rdm
 
650
  understaters/ddpm-butterflies-128
651
  KarlSangwon/output
652
  MirageML/dreambooth-fantasy-castle
 
664
  msilva/ddpm-butterflies-128
665
  JerryST/ddpm_ZUN_Faces
666
  aorhan/ddpm-butterflies-128
667
+ Astroboy/isoCities
668
  imraan/ddpm-butterflies-128
669
  dallinmackay/JWST-Deep-Space-diffusion
670
  Bingsu/my-korean-stable-diffusion-v1-5
 
769
  openjourney/openjourney
770
  pcuenq/k-upscaler
771
  dn-gh/ddpm-apes-128
772
+ joachimsallstrom/Double-Exposure-Diffusion
773
  doohickey/doohickey-mega-v1.01
774
  Laughify/player
775
  liuwei33/qingqingdezhaopian
 
829
  lilpotat/sa
830
  AIML-TUDA/stable-diffusion-safe
831
  arkmand/ddpm-butterflies-128
832
+ Cacau/anglarockone
833
  flax/samdoesart
834
  keogh/stable-diffusion-compvis-v1-4
835
+ scheissegalo/torben
836
  Laughify/sonic06-diffusion
837
  IGKKR/ddpm-butterflies-128
838
+ ShadoWxShinigamI/MJ-MultipleStyles
839
  joytafty/ddpm-sroie
840
  vinesmsuic/bg-visualnovel-v02
841
  zthrx/painting_generator
 
868
  Kafke/sanrio
869
  TopdeckingLands/ArtOfMtg_V1
870
  karou/ddpm-butterflies-128
 
871
  blackpansuto/ddpm-butterflies-128
872
  ringhyacinth/nail-set-diffuser
 
873
  Yagorka/ddpm-butterflies-256
874
  Oreoganos/mrydrmbth
875
  Laughify/aipom-from-pokemon-diffusion
 
885
  no3/mia-at-3-experimental1
886
  akhilsharma/raja_ravi_verma
887
  DONG19/output
888
+ eykarim/stable-diffusion-v1
889
  Dimus/ddpm-butterflies-128
890
  salmonhumorous/ukeiyo-style-diffusion
891
  caffeinism/ddpm-butterflies-128
892
  ThrinathMphasis/layout
893
  Zlikwid/zlikwid
894
  NAWNIE/bleach-season-1-karukura-town-final
 
895
  hassanblend/hassanblend1.4
 
 
896
  piEsposito/openpotionbottle-v1
897
  wangjksjtu/ddpm-butterflies-128
898
  andrewburns/emoji_ema
 
908
  daniel-comet/stevefussion-v3
909
  ana-tamais/2d-art-sprites
910
  mrjkos/wd-2
911
+ sd-dreambooth-library/danreynolds
 
912
  mrdave99us/supadavetron
913
  sd-dreambooth-library/english-bulldog-1
 
914
  BestJuly/ddpm-butterflies-128
915
  Narsil/tiny-stable-diffusion-torch
916
  sd-dreambooth-library/top-gun-jacket-stable-diffusion
 
925
  sd-dreambooth-library/colorful-ball
926
  plasmo/zombie-vector
927
  sd-dreambooth-library/taylorswift
928
+ sd-dreambooth-library/christiano-ronaldo
929
  johnslegers/experiment2
930
  GeneralAwareness/MirrorMask
931
  MAVS/urkov1
 
941
  ShadoWxShinigamI/Midjourney-Rangoli
942
  hr16/sofia-roses-3500
943
  stabilityai/stable-diffusion-2-base
944
+ stabilityai/stable-diffusion-2-depth
945
  stabilityai/stable-diffusion-2-inpainting
946
  stabilityai/stable-diffusion-x4-upscaler
947
  fusing/stable-diffusion-v2
948
  fusing/stable-diffusion-v2-inpainting
949
  GenerativeApex/apexbadges-v1
950
  SherlockHolmes/ddpm-butterflies-128
951
+ sd-dreambooth-library/magikarp-pokemon
952
+ sd-dreambooth-library/hockey-player
953
  jahlborn/bbrash
954
  sd-dreambooth-library/harvard-beating-yale-ii
955
  sd-dreambooth-library/hog-rider
 
979
  mufasanft/Ghibli-Diffusion
980
  nitrosocke/Future-Diffusion
981
  lanyuer/ddpm-butterflies-128
982
+ imjunaidafzal/saqib-v2
983
  Envvi/Inkpunk-Diffusion
984
  PurpleFlavorTea/SD20_VAE
985
  emendes3/cancer_diffusion_model_glioma
986
  Z3R069/rayyan
 
987
  osanseviero/huggingface2
988
  Abhilashvj/openjourney_copy
989
+ nalisten1/nalisten-likeness-1
990
  fffiloni/mr-and-misses-v2
991
  emendes3/cancer_diffusion_model_meningioma
992
  plasmo/vox2
993
+ candyzz/vvchar
994
  plasmo/woolitize
995
  Metal079/SonicDiffusion
996
  sd-dreambooth-library/skshikakinotonoderugomi
 
1010
  TheLastBen/wingview-640px
1011
  Undeadrelic/Neon_Relic
1012
  lilpotat/ashleymoore
 
1013
  miin/ddpm-butterflies-128
1014
  dreamlike-art/dreamlike-photoreal-1.0
1015
  xfh/test_sd_pokemon_model
1016
  Ryosuke/an2-stable-diffusion
1017
  hr16/fswd
1018
  kingery/hyc-01-sdv1-5-2e-6-1500-man-ddim
 
1019
  tjrdnjs1534/ddpm-butterflies-128
1020
  jmamou/sd-pokemon-distil-model-loss-teacher
1021
  kingery/zrn-01-sdv1-5-1e-6-1500-woman-ddim
 
1025
  hr16/sofia-roses-3500-6-5e-7
1026
  tranmc/Bronya_7.5e-7_4800
1027
  willjejones/cutout-v1-0
1028
+ Fantasy-Studio/Paint-by-Example
1029
  kingery/zrn-02-sdv1-5-2e-6-1500-woman-ddim
1030
+ Allenbv/aimersd1-5-640-v3
1031
  no3/ridley-at3-beta1
1032
+ iakl/knight-big
1033
  valhalla/mad_max_diffusion-sd2
1034
  furusu/fate-diffusion
1035
  supersergiy/lineart-x1
 
1036
  MirageML/lowpoly-cyberpunk
1037
  MirageML/lowpoly-environment
1038
  GongChen/ddpm-ema-pokemon-64
 
1049
  MirageML/fantasy-scene
1050
  MirageML/fantasy-sword
1051
  kingery/hyc-06-512-sd15-2e-6-1500-man-ddim
 
1052
  jfjensen/sd-class-butterflies-32
1053
  jfjensen/sd-class-butterflies-64
1054
  laroy23/ddpm-butterflies-128
 
1073
  michaelmayo704/sd-class-butterflies-32
1074
  michaelmayo704/sd-class-butterflies-64
1075
  ignacioiglesias/sd-class-butterflies-32
1076
+ emre/mybankconcept
1077
  amolensc/ddpm-butterflies-128
1078
  monkseal555/sd-class-butterflies-32
1079
  ali97/sd-class-butterflies-32
 
1086
  matan-diamond/sd-class-butterflies-32
1087
  matan-diamond/sd-class-butterflies-64
1088
  ryvalenza/sd-class-butterflies-32
1089
+ spooncats/mk-walkcycle
1090
  jl8771/sd-class-butterflies-32
 
 
1091
  cjp/sd-class-butterflies-32
1092
  nagais/sd-class-butterflies-32
1093
  float-trip/marsey-db-sd2
1094
+ cxyz/shrtzfttt
1095
  JulianBons/sd-class-butterflies-32
1096
  imjunaidafzal/stable-diffusion-finetune
1097
  shivammehta007/sd-class-butterflies-32
 
1103
  vinesmsuic/bg-visualnovel-v03
1104
  lily-phoo-95/sd-class-butterflies-32
1105
  lily-phoo-95/sd-class-butterflies-64
 
 
1106
  msilva/mapas_generados_ddpm
1107
  sd-dreambooth-library/crisimsestelle
1108
  sudipta002/sd-class-butterflies-32
 
1125
  AlexChe/sd-class-butterflies-64
1126
  ckadirt/reamylisi
1127
  davidaponte/sd-class-butterflies-32
1128
+ esencb/text-image
1129
  ben765/sd-class-butterflies-32
1130
  Glen/sd-class-butterflies-32-gf
1131
  relno/sd-class-butterflies-32
 
1137
  ykhwang/sd-class-butterflies-64
1138
  prajwal13/pintu_dreambooth
1139
  no3/ridley-at3-beta2
1140
+ Norod78/sd2-simpsons-blip
1141
  sonicviz/sd-class-butterflies-32
1142
  Vincent-luo/sd-class-butterflies-32
1143
  sonicviz/sd-class-butterflies-64
 
1144
  lukasHoel/sd-class-butterflies-32
1145
  Vincent-luo/sd-class-butterflies-64
1146
+ kzipa/sd-class-butterflies-32
1147
+ kzipa/sd-class-butterflies-64
1148
+ kzipa/ddpm-butterflies-128
1149
+ aareblau/diffusers-tutorial-butterflies-32
1150
+ cledoux42/JUGGALO
1151
+ aareblau/diffusers-tutorial-butterflies-64
1152
+ 852wa/8528-diffusion
1153
+ ericloux/s2000
1154
+ yorko/sd-class-butterflies-32
1155
+ juancopi81/sd-class-butterflies-32
1156
+ juancopi81/sd-class-butterflies-64
1157
+ Tetraquarky/sd-class-butterflies-64
1158
+ Sandro-Halpo/SamDoesArt-V3
1159
+ alexrofail/sd-class-butterflies-32
1160
+ Didier/sd-class-butterflies-32
1161
+ TornikeO/Future-Diffusion16
1162
+ vitaliye/sd-class-butterflies-32
1163
+ Didier/sd-class-butterflies-64
1164
+ abidlabs/middle-ages-islamic-art
1165
+ tuwonga/supermarionation
1166
+ alkiskoudounas/sd-butterflies-32px
1167
+ jplumail/matthieu-v1-pipe
1168
+ noobmldude/sd-class-butterflies-32
1169
+ alkiskoudounas/sd-butterflies-64px
1170
+ yixiaoxu/ddpm-butterflies-128
1171
+ sd-dreambooth-library/fashion
1172
+ kingery/zrn-07-512-sd15-2e-6-800-woman-ddim
1173
+ sd-dreambooth-library/ssssssslacis
1174
+ hizak/sd-class-butterflies-32
1175
+ DyingSilver/KimiNoNaWa-Model-convert
1176
+ yanezh/sd-class-butterflies-32
1177
+ kzipa/ddpm-butterflies-128-retrain
1178
+ hizak/sd-class-butterflies-64
1179
+ Guizmus/MosaicArt
1180
+ TsaiiasT/ddpm-butterflies-128
1181
+ imjunaidafzal/stable-diffusion-custom
1182
+ patrickvonplaten/new_inpaint_test
1183
+ alkiskoudounas/sd-butterflies-128px
1184
+ sztanki/hulk-style-v1
1185
+ bowwwave/sd-class-butterflies-32
1186
+ exiomius/sd-class-butterflies-32
1187
+ VlakoResker/sd-class-butterflies-32
1188
+ gfellas/naiha
1189
+ bowwwave/sd-class-butterflies-64
1190
+ exiomius/sd-class-butterflies-64
1191
+ GV05/sd-class-butterflies-64
1192
+ shahukareem/sd-class-butterflies-32
1193
+ sztanki/zombie-style
1194
+ shahukareem/sd-class-butterflies-64
1195
+ juancopi81/sd-class-cryptopunks-64
1196
+ Serafius/book-cover-diffusers-best
1197
+ klemkeni/nicobooth1
1198
+ Belyaev/sd-class-butterflies-32
1199
+ aleccharb21/ddpm-ema-flowers-64
1200
+ Lariatty/ian
1201
+ dskill/sd-class-butterflies-32
1202
+ BAAI/DreamBooth-AltDiffusion
1203
+ nrsmac/sd-class-butterflies-32
1204
+ Randyarl/sd-class-butterflies-32
1205
+ no3/ridley-wd-1.3-beta1
1206
+ alkiskoudounas/sd-aurora-128px
1207
+ jairNeto/sd-class-butterflies-32
1208
+ jairNeto/sd-class-butterflies-64
1209
+ sunhaha123/lliill-0
1210
+ openvoyage/voyage-v1
1211
+ cma4204/tpkify-v1
1212
+ dfomin/sd-class-butterflies-32
1213
+ iksenburg/andiface
1214
+ yulet1de/nitro-diffusion
1215
+ Fireman4740/kurzgesagt-style-v2-768
1216
+ LaCambre/woolly
1217
+ yulet1de/trinart-diffusion
1218
+ msilva/mapas_generados_ddpm2
1219
+ yulet1de/stablediffusion2
1220
+ Norod78/sd2-cartoon-blip
1221
+ sebaxzero/diego-rodriguez-malobrando-dr-guzman
1222
+ carsonkatri/stable-diffusion-2-depth-diffusers
1223
+ ItsJayQz/SynthwavePunk-v2
1224
+ sebsamson/ddpm-butterflies-128
1225
+ zipp425/synthwavePunk
1226
+ jpequegn/sd-class-butterflies-32
1227
+ jpequegn/sd-class-butterflies-64
1228
+ Allenbv/kevin-xd
1229
+ Elvenson/diffuser_inference
1230
+ sd-dreambooth-library/avocado-toy
1231
+ alxdfy/noggle_glasses_v2
1232
+ rq0/rgbylr
1233
+ jefsnacker/azzy
1234
+ yehiaserag/anime-pencil-diffusion
1235
+ akkanametov/sd-class-butterflies-32
1236
+ Lingzhi/ddpm-butterflies-128
1237
+ akkanametov/sd-class-butterflies-64
1238
+ atichets/ddpm-butterflies-128
1239
+ bansky/sd-class-butterflies-32
1240
+ bansky/sd-class-butterflies-64
1241
+ sunhaha123/prada-v2-02
1242
+ Kristobal/tmp-sd-class-butterflies-32
1243
+ Hawk91/sd-class-butterflies-32
1244
+ nsanghi/sd-class-butterflies-32
1245
+ KuroTuyuri/kantoku-artstyle
1246
+ Lariatty/joopich
1247
+ lantianai/anything_v3_full
1248
+ claudfuen/photorealistic-fuen-v1
1249
+ matteopilotto/sd-class-butterflies-32
1250
+ azimjon/sd-class-butterflies-32
1251
+ daspartho/bored-ape-diffusion
1252
+ nkasmanoff/sd-class-butterflies-32
1253
+ matteopilotto/sd-class-butterflies-64
1254
+ giuffridait/karl
1255
+ matttrent/sd-image-variations-diffusers
1256
+ statisticalplumber/sd-magicbowl
1257
+ RedPandaAINLP/sd-class-butterflies-32
1258
+ RedPandaAINLP/sd-class-butterflies-64
1259
+ HusseinHE/sjfrdv2
1260
+ matteopilotto/sd-class-butterflies-32-v2
1261
+ kabachuha/gigafractal-diffusion
1262
+ nkasmanoff/sd-eurosat
1263
+ MarlonColhado/shark1
1264
+ jpthehistorian/jpthehistorian
1265
+ Allenbv/aimer1024sd2-v8
1266
+ cxyz/tmnnhbb
1267
+ hargup/dua-lipa
1268
+ cxyz/pjhgd
1269
+ magicknight/sd-class-butterflies-32
1270
+ jeblance/sd-class-butterflies-32
1271
+ omikad/sd-class-butterflies-32
1272
+ jeblance/sd-class-butterflies-64
1273
+ atsanda/sd-class-butterflies-32
1274
+ kabachuha/gigafractal2-diffusion
1275
+ wavymulder/wavyfusion
1276
+ Fireman4740/messi-ronaldo-v1-5
1277
+ RedSparkie/PUTTRO
1278
+ sd-dreambooth-library/nasa-space-v2-768
1279
+ andrewburns/emoji-db
1280
+ ton4eg/sd-class-butterflies-32
1281
+ plasmo/woolitize-768sd1-5
1282
+ jhoniromao/ddpm-butterflies-128
1283
+ jxuhf/Fine-Tuned-Stable-Diffusion-DreamBooth
1284
+ HusseinHE/h768
1285
+ iqmand/sd-class-butterflies-32
1286
+ jcgarciaca/sd-class-butterflies-32
1287
+ lantianai/MidJourney_v4_Diffusers
1288
+ nerijs/coralchar-diffusion
1289
+ jcgarciaca/sd-class-butterflies-64
1290
+ FricktionMaster/lichtspiel-diffusion
1291
+ misbahsy/sd-class-butterflies-32
1292
+ spooncats/lacroix-can-plus-van-gogh
1293
+ spiron/v2-object-16img-2000training
1294
+ rambosorn/ddpm-butterflies-128
1295
+ diffX/sd-class-butterflies-32
1296
+ smjain/khujli
1297
+ hatbassist/sd-class-butterflies-32
1298
+ OlafII/papercutcraft-v1
1299
+ alkiskoudounas/sd-universe-256px
1300
+ hatbassist/sd-class-butterflies-64
1301
+ alkiskoudounas/sd-aurora-256px
1302
+ munggok/aculstabble
1303
+ alkiskoudounas/sd-pokemon-256px
1304
+ tommy19970714/noda-model
1305
+ guumaster/ssmoky-v2-512-diffusion
1306
+ ClawCardMirror/sd-class-butterflies-32
1307
+ LKyluk/sd-class-butterflies-32
1308
+ ClawCardMirror/sd-class-butterflies-64
1309
+ yulet1de/diffusionn
1310
+ yulet1de/anything
1311
+ jiaheillu/tiannannan-5-600
1312
+ anonononimuss/jenna-ortega-wednesday
1313
+ GV05/sd-class-anime-32
1314
+ jiaheillu/xintongshi-5-400
1315
+ spooncats/scottpilgrim
1316
+ rrustom/sd-class-butterflies-32
1317
+ nudro/sd-class-butterflies-32
1318
+ weirtz/ddpm-butterflies-128
1319
+ yulet1de/hentaidiffusion
1320
+ arugaz/samdoesarts-v1
1321
+ MHesho/KnY-Diffusion
1322
+ anthonyduer/sd-class-butterflies-32
1323
+ chrisw225/ddpm-butterflies-128
1324
+ jiaheillu/dadudu-5-1000
1325
+ FloydianSound/Nixeu_Diffusion
1326
+ jiaheillu/jiaojiaojiao-10-1000
1327
+ Takuhin/ddpm-snakes-128
1328
+ sh-lee/ddpm-butterflies-128
1329
+ jiaheillu/zhululu-10-700
1330
+ sd-dreambooth-library/organic-mind
1331
+ alibaba-pai/pai-diffusion-general-large-zh
1332
+ jiaheillu/xiaomengmeng-10-400
1333
+ johnowhitaker/sd-class-wikiart-from-bedrooms
1334
+ fluorine/sd-class-butterflies-32
1335
+ imjunaidafzal/concept-to-save-on-huggingface
1336
+ ManuelRivoir/dpkbjwn-and-mnlrvr
1337
+ AlbertoTrunk/mrbisonstreetfighter1994
1338
+ AdamOswald1/Anime
1339
+ Oreoganos/gfpv
1340
+ georgep4181/agp
1341
+ beliv3/albertbezdream
1342
+ Allenbv/aimersd2-v11-hopefinal
1343
+ fusing/sd-depth-test
1344
+ stabilityai/stable-diffusion-2-1
1345
+ stabilityai/stable-diffusion-2-1-base
1346
+ Gourieff/rob-hefferan-style-v1
1347
+ ItsJayQz/Civilizations_6_Diffusion
1348
+ Andromeda12/mirtha-legran
1349
+ sztanki/hulk-style-v2
1350
+ 3ee/ornamental-santa
1351
+ AlexWortega/AnimeDiffusion
1352
+ fezhou/ddpm-butterflies-128
1353
+ usemeru/test-model
1354
+ usemeru/newModel
1355
+ taskmasterpeace/bcddih-1ndrprkr-rvgbnchly
1356
+ JoelMendez/hf-diffusion-models-class-1-butterflies-JoelMendez
1357
+ guiemb/sd-class-butterflies-32
1358
+ tgghgg940/name-of-your-concept
1359
+ damiah/sd-class-butterflies-32
1360
+ enzokro/sd-class-butterflies-huber-32
1361
+ lantianai/Anything_V3_DDIM_Diffusers
1362
+ pomercier/Francois_Legault
1363
+ hjjeon/ddpm-butterflies-128
1364
+ sd-dreambooth-library/rousseau-style
1365
+ enzokro/sd-class-butterflies-64
1366
+ sd-dreambooth-library/monet-style
1367
+ no3/june-wd-1.3-beta2
1368
+ repbub/kirilbublik
1369
+ EmileEsmaili/ddpm-sheetmusic-colabVM
1370
+ sd-dreambooth-library/lh-miki-v1
1371
+ almost/athing
1372
+ Norod78/sd2-dreambooth-ClaymationXmas
1373
+ eBoreal/enattendantcoline-v2-512-dreambooth
1374
+ Theodora527/Amphibia-Diffusion
1375
+ budbudbud/Holiday_Stop_Motion
1376
+ Nina1725/stable-test1
1377
+ cxyz/sttylwyr
1378
+ c-g/sd-class-butterflies-32
1379
+ Thaweewat/stable-diffusion-kiminonawa-v1-2
1380
+ jayshreeanand/asmug
1381
+ zyoscovits/sd-class-butterflies-32
1382
+ plasmo/colorjizz-512px
1383
+ Pal10/Palash_gen_butterflies
1384
+ sztanki/hulk-style-v3
1385
+ teddya2007/ddpm-butterflies-128
1386
+ alxdfy/noggles-v21-4200-30percent
1387
+ Markfm/lubosskostelny
1388
+ FloydianSound/Wlop_Diffusion
1389
+ ursus/sd-class-butterflies-32
1390
+ plasmo/colorjizz-768px
1391
+ thegovind/pills1testmodel
1392
+ Redw04/hakimi
1393
+ Nina1725/stable-dreambooth
1394
+ aymenkhs/sd-class-butterflies-32
1395
+ aymenkhs/sd-class-butterflies-64
1396
+ ItsJayQz/Firewatch_Diffusion
1397
+ katwicks/ddpm-butterflies-128
1398
+ alibaba-pai/pai-diffusion-anime-large-zh
1399
+ haakee/ddpm-butterflies-128
1400
+ alibaba-pai/pai-diffusion-magic-large-zh
1401
+ tftgregrge/mjara
1402
+ Hawk91/sd-Pokemon
1403
+ Abhilashvj/stable-diffusion-inpainting-copy
1404
+ flax/stable-diffusion-2-1-base
1405
+ tftgregrge/millyalcock-bj
1406
+ sd-dreambooth-library/dulls
1407
+ EmileEsmaili/ddpm-sheetmusic-huberloss-colabVM
1408
+ flax/stable-diffusion-2-1
1409
+ MirageML/test
1410
+ sd-dreambooth-library/black-cat-sheriff-2
1411
+ garg-aayush/sd-class-butterflies-32
1412
+ Ekkel-AI-Pvt-ltd/stable-diffusion-v1-5-fine-tuning-checkpoint
1413
+ txy8496/Diffusion_Model
1414
+ Ludomarza/klimt0512lm
1415
+ lily-phoo-95/sd-class-butterflies-35
1416
+ sdominguezc/sd-class-butterflies-32
1417
+ hassanblend/evamendes
1418
+ misza222/sd-class-butterflies-32
1419
+ alxdfy/noggles-v21-3400-30percent
1420
+ AlekseyCalvin/asoon-dreambooth-sd-model
1421
+ Kagerage/craig-wazowski-style
1422
+ nbonaker/ddpm-celeb-face
1423
+ TheLastBen/froggy-style
1424
+ TheLastBen/froggy-style-v21-768
1425
+ tyoyo/dreambooth-v2-1-512-deluha-0
1426
+ sztanki/got-style-v1
1427
+ imagen/Imagenv2.14
1428
+ lewtun/ddpm-celebahq-finetuned-butterflies
1429
+ sd-dreambooth-library/abstract_nature_patterns_v2
1430
+ JrdnRgrs/JogiPie_simple_25
1431
+ Sanvean/clpbug
1432
+ EmileEsmaili/ddpm-sheetmusic-clean-l2loss-colabVM
1433
+ oacev/heightmapsstyle
1434
+ jimmysue/ddpm-ema-flowers-64
1435
+ KarosY/ddpm-houseplan-64-epoch500-1
1436
+ hr16/ira-olympus-4000
1437
+ mrdabin/poison
1438
+ sd-dreambooth-library/kim_jung_gi_art_style
1439
+ julien-c/autotrain-dreambooth-marsupilami
1440
+ nbonaker/ddpm-celeb-face-32
1441
+ Jersonm89/SD2.1_Avatar
1442
+ EmileEsmaili/ddpm-sheetmusic-clean-l1loss-colabVM
1443
+ arnomatic/seacreatures
1444
+ tftgregrge/mjara-blkd-bj
1445
+ tzvc/sd-tzvc
1446
+ graydient/diffusers-mattthew-technicolor-50s-diffusion
1447
+ graydient/diffusers-spiteanon-gigachad-diffusion
1448
+ graydient/diffusers-rayhell-creepypasta-diffusion
1449
+ oracleclyde/oracleclyde-custom
1450
+ alxdfy/noggles-v21-3900
1451
+ mahpat/dorobot1
1452
+ Harrypotterrrr/andrey
1453
+ tyoyo/dreambooth-v2-1-768-deluha-1
1454
+ cyk1337/ddpm-butterflies-128
1455
+ hr16/any-ely-wd-ira-olympus-3000
1456
+ hr16/any-ely-wd-ira-olympus-3500
1457
+ hr16/any-ely-wd-ira-olympus-4000
1458
+ Nina1725/dreambooth-test1
1459
+ seongwan/ddpm-butterflies-128
1460
+ lseong721/ddpm-butterflies-128
1461
+ FZKUJI/ddpm-butterflies-128
1462
+ sd-dreambooth-library/messy_sketch_art_style
1463
+ tzvc/sd-coby
1464
+ uzn/ddpm-trucks
1465
+ flax/woolitize
1466
+ flax/Inkpunk-Diffusion
1467
+ hr16/any-ely-wd-noah-titan-3500
1468
+ hr16/any-ely-wd-noah-titan-4200
1469
+ hr16/any-ely-wd-noah-titan-4900
1470
+ Prgckwb/sd-class-butterflies-32
1471
+ WiNE-iNEFF/ddpm-kuvshinov-128
1472
+ atorre/sd-class-butterflies-32
1473
+ alxdfy/noggles-v21-5900
1474
+ 9LSMai/lsm-v1-0
1475
+ alaaawad/sd-class-butterflies-32
1476
+ efederici/gpoloni
1477
+ alaaawad/sd-class-butterflies-64
1478
+ wavymulder/Analog-Diffusion
1479
+ flax/EimisAnimeDiffusion_1.0v
1480
+ shivi/sd-division-bell
1481
+ HusseinHE/ramy
1482
+ vitorgrs/MyModel
1483
+ wildebeest3e/pokemon
1484
+ HDKCL/izamizam
1485
+ plasmo/tryptophobitize-768px
1486
+ sebrosen8/rose-shield-model
1487
+ ItsJayQz/Marvel_WhatIf_Diffusion
1488
+ alfredplpl/cool-japan-diffusion-for-learning-2-0
1489
+ dreamlike-art/dreamlike-diffusion-1.0
1490
+ diegofornalha/pandaalbino
1491
+ darkvibes/vibes-v2
1492
+ vantezzen/pankocat
1493
+ shivi/sd-album-covers
1494
+ danesed/danilodanesefotov21
1495
+ lewtun/ddpm-celebahq-finetuned-butterflies-2epochs
1496
+ VictorG97/v9701
1497
+ ankile/ddpm-butterflies-128
1498
+ Randolph/hadenjax-dreams
1499
+ MirageML/dussians
1500
+ geevegeorge/ddpm-hkdb-fld-256-200ep
1501
+ jinghua2tang/sd-class-butterflies-32
1502
+ ankile/ddpm-pcam-96
1503
+ sd-dreambooth-library/glitched
1504
+ tyoyo/dreambooth-v1-5-deluha-mix
1505
+ alxdfy/noggles-v21-6400-best
1506
+ bahadirs/akc
1507
+ jinghua2tang/sd-class-butterflies-64
1508
+ Nina1725/custom-dreambooth1
1509
+ ankile/ddpm-pcam-96-first-100
1510
+ Alexwww/simple-icons
1511
+ azimuth3d/sd-class-butterflies-32
1512
+ stb/hentaidiffusion
1513
+ azimuth3d/sd-class-butterflies-64
1514
+ reachrkr/sd-class-butterflies-32
1515
+ reachrkr/sd-class-butterflies-64
1516
+ stb/elysiumv2
1517
+ stb/henteuler
1518
+ Apocalypse-19/sd-butterflies-ceyda-32
1519
+ Apocalypse-19/ceyda-butterflies-64
1520
+ sokobanni/samik-test
1521
+ imjunaidafzal/sfpkr
1522
+ devemrekoc/sd-tunable
1523
+ jmamou/sd-pokemon-distil-model-2
1524
+ TornikeO/futuristic-tornikeo-2
1525
+ Jackie/sd-class-butterflies-32
1526
+ teticio/latent-audio-diffusion-512
1527
+ Jackie/sd-class-butterflies-64
1528
+ stb/nutmeg
1529
+ stb/berrymix
1530
+ stb/anything-of-f222
1531
+ theguaz/rembrantsito
1532
+ Joscelino/padrecelino
1533
+ nghenzi/sd-class-butterflies-32
1534
+ ankile/ddpm-pcam-96-flip
1535
+ bahadirs/ahmet
1536
+ hr16/miwano-rag-8000
1537
+ i8pxgd2s/sd-class-butterflies-32
run_k_diffusion.py CHANGED
@@ -1,35 +1,50 @@
1
  #!/usr/bin/env python3
2
- #from diffusers import DiffusionPipeline, StableDiffusionPipeline, KDPM2DiscreteScheduler, KDPM2AncestralDiscreteScheduler, HeunDiscreteScheduler
3
- from diffusers import DiffusionPipeline, StableDiffusionPipeline, HeunDiscreteScheduler
4
  import torch
5
  import os
6
 
7
  seed = 33
8
  inference_steps = 25
9
 
10
- old_pipe = DiffusionPipeline.from_pretrained("CompVis/stable-diffusion-v1-4", custom_pipeline="sd_text2img_k_diffusion")
11
- old_pipe = old_pipe.to("cuda")
 
 
 
 
 
12
 
13
  for prompt in ["astronaut riding horse", "whale falling from sky", "magical forest", "highly photorealistic picture of johnny depp"]:
14
- # for sampler in ["sample_dpm_2_ancestral", "sample_dpm_2", "sample_heun"]:
15
- # for sampler in ["heun", "sample_dpm_2_ancestral", "sample_dpm_2"]:
16
- for sampler in ["sample_heun"]:
17
- old_pipe.set_sampler(sampler)
18
- torch.manual_seed(0)
19
- image = old_pipe(prompt, num_inference_steps=inference_steps).images[0]
20
  folder = f"a_{'_'.join(prompt.split())}"
21
  os.makedirs(f"/home/patrick_huggingface_co/images/{folder}", exist_ok=True)
22
- image.save(f"/home/patrick_huggingface_co/images/{folder}/{sampler}.png")
23
-
24
- pipe = StableDiffusionPipeline(**old_pipe.components)
25
- pipe = pipe.to("cuda")
26
 
27
- # if sampler == "sample_dpm_2":
28
- # pipe.scheduler = KDPM2DiscreteScheduler.from_config(pipe.scheduler.config)
29
- # elif sampler == "sample_dpm_2_ancestral":
30
- # pipe.scheduler = KDPM2AncestralDiscreteScheduler.from_config(pipe.scheduler.config)
31
- if sampler == "sample_heun":
 
 
 
32
  pipe.scheduler = HeunDiscreteScheduler.from_config(pipe.scheduler.config)
 
 
 
 
 
 
 
 
 
 
 
 
33
 
34
  torch.manual_seed(0)
35
  image = pipe(prompt, num_inference_steps=inference_steps).images[0]
 
1
  #!/usr/bin/env python3
2
+ from diffusers import DiffusionPipeline, StableDiffusionPipeline, KDPM2DiscreteScheduler, KDPM2AncestralDiscreteScheduler, HeunDiscreteScheduler, DDIMScheduler, EulerDiscreteScheduler, EulerAncestralDiscreteScheduler, PNDMScheduler, LMSDiscreteScheduler, DPMSolverMultistepScheduler
 
3
  import torch
4
  import os
5
 
6
  seed = 33
7
  inference_steps = 25
8
 
9
+ #old_pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-2-base", custom_pipeline="/home/patrick_huggingface_co/diffusers/examples/community/sd_text2img_k_diffusion.py")
10
+ #old_pipe = old_pipe.to("cuda")
11
+ #old_pipe.set_progress_bar_config(disable=True)
12
+ pipe = StableDiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-2", torch_dtype=torch.float16)
13
+ #pipe = StableDiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-2-base", torch_dtype=torch.float16)
14
+ pipe = pipe.to("cuda")
15
+
16
 
17
  for prompt in ["astronaut riding horse", "whale falling from sky", "magical forest", "highly photorealistic picture of johnny depp"]:
18
+ for sampler in ["sample_dpm_2_ancestral", "euler_ancestral", "sample_dpm_2", "sample_heun", "lms", "ddim", "euler", "pndm", "dpm"]:
19
+ # for sampler in ["sample_dpm_2_ancestral"]:
20
+ # old_pipe.set_sampler(sampler)
21
+ # torch.manual_seed(0)
22
+ # image = old_pipe(prompt, height=512, width=512, num_inference_steps=inference_steps).images[0]
 
23
  folder = f"a_{'_'.join(prompt.split())}"
24
  os.makedirs(f"/home/patrick_huggingface_co/images/{folder}", exist_ok=True)
25
+ # image.save(f"/home/patrick_huggingface_co/images/{folder}/{sampler}.png")
 
 
 
26
 
27
+ # pipe = StableDiffusionPipeline(**old_pipe.components)
28
+ # pipe = pipe.to("cuda")
29
+ # pipe.set_progress_bar_config(disable=True)
30
+ if sampler == "sample_dpm_2":
31
+ pipe.scheduler = KDPM2DiscreteScheduler.from_config(pipe.scheduler.config)
32
+ elif sampler == "sample_dpm_2_ancestral":
33
+ pipe.scheduler = KDPM2AncestralDiscreteScheduler.from_config(pipe.scheduler.config)
34
+ elif sampler == "sample_heun":
35
  pipe.scheduler = HeunDiscreteScheduler.from_config(pipe.scheduler.config)
36
+ elif sampler == "ddim":
37
+ pipe.scheduler = DDIMScheduler.from_config(pipe.scheduler.config)
38
+ elif sampler == "dpm":
39
+ pipe.scheduler = DPMSolverMultistepScheduler.from_config(pipe.scheduler.config)
40
+ elif sampler == "euler":
41
+ pipe.scheduler = EulerDiscreteScheduler.from_config(pipe.scheduler.config)
42
+ elif sampler == "euler_ancestral":
43
+ pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config)
44
+ elif sampler == "pndm":
45
+ pipe.scheduler = PNDMScheduler.from_config(pipe.scheduler.config)
46
+ elif sampler == "lms":
47
+ pipe.scheduler = LMSDiscreteScheduler.from_config(pipe.scheduler.config)
48
 
49
  torch.manual_seed(0)
50
  image = pipe(prompt, num_inference_steps=inference_steps).images[0]