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terminus-xl-velocity-v2

Text-to-Image
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Safetensors
stable-diffusion
stable-diffusion-diffusers
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Model card Files
xet
Community
PseudoTerminal X commited on
Commit
026ed3f
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1 Parent(s): 2fa31c6

Trained for 0 epochs and 20200 steps.

Browse files

Trained with datasets ['text-embeds-sdxl', 'photocb-clip-embeds', 'celebrities', 'movieposters', 'normalnudes', 'propagandaposters', 'guys', 'pixel-art', 'signs', 'moviecollection', 'bookcovers', 'nijijourney', 'experimental', 'ethnic', 'sports', 'gay', 'architecture', 'shutterstock', 'cinemamix-1mp', 'nsfw-1024', 'anatomy', 'bg20k-1024', 'yoga', 'photo-aesthetics', 'text-1mp', 'photo-concept-bucket']
Learning rate 4e-07, batch size 8, and 1 gradient accumulation steps.
Used DDPM noise scheduler for training with v_prediction prediction type and rescaled_betas_zero_snr=True
Using 'trailing' timestep spacing.
Base model: ptx0/terminus-xl-velocity-v1
VAE: madebyollin/sdxl-vae-fp16-fix

Files changed (30) hide show
  1. README.md +131 -107
  2. optimizer.bin +1 -1
  3. random_states_0.pkl +2 -2
  4. training_state-anatomy.json +2 -2
  5. training_state-architecture.json +2 -2
  6. training_state-bg20k-1024.json +2 -2
  7. training_state-bookcovers.json +2 -2
  8. training_state-celebrities.json +2 -2
  9. training_state-cinemamix-1mp.json +2 -2
  10. training_state-ethnic.json +2 -2
  11. training_state-experimental.json +2 -2
  12. training_state-gay.json +2 -2
  13. training_state-guys.json +2 -2
  14. training_state-moviecollection.json +2 -2
  15. training_state-movieposters.json +2 -2
  16. training_state-nijijourney.json +2 -2
  17. training_state-normalnudes.json +2 -2
  18. training_state-nsfw-1024.json +2 -2
  19. training_state-photo-aesthetics.json +2 -2
  20. training_state-photo-concept-bucket.json +2 -2
  21. training_state-pixel-art.json +2 -2
  22. training_state-propagandaposters.json +2 -2
  23. training_state-shutterstock.json +2 -2
  24. training_state-signs.json +2 -2
  25. training_state-sports.json +2 -2
  26. training_state-text-1mp.json +2 -2
  27. training_state-yoga.json +2 -2
  28. training_state.json +2 -2
  29. unet/config.json +1 -1
  30. unet/diffusion_pytorch_model.safetensors +1 -1
README.md CHANGED
@@ -44,7 +44,7 @@ You may reuse the base model text encoder for inference.
44
  ## Training settings
45
 
46
  - Training epochs: 0
47
- - Training steps: 19800
48
  - Learning rate: 4e-07
49
  - Effective batch size: 8
50
  - Micro-batch size: 8
@@ -60,170 +60,194 @@ You may reuse the base model text encoder for inference.
60
 
61
  ### celebrities
62
  - Repeats: 0
63
- - Total number of images: 1160
64
- - Total number of aspect buckets: 20
65
  - Resolution: 1.0 megapixels
66
- - Cropped: False
67
- - Crop style: None
68
- - Crop aspect: None
69
  ### movieposters
70
  - Repeats: 0
71
- - Total number of images: 1624
72
- - Total number of aspect buckets: 12
73
  - Resolution: 1.0 megapixels
74
- - Cropped: False
75
- - Crop style: None
76
- - Crop aspect: None
 
 
 
 
 
 
 
 
77
  ### propagandaposters
78
  - Repeats: 0
79
- - Total number of images: 576
80
- - Total number of aspect buckets: 18
81
  - Resolution: 1.0 megapixels
82
- - Cropped: False
83
- - Crop style: None
84
- - Crop aspect: None
85
  ### guys
86
  - Repeats: 0
87
- - Total number of images: 312
88
- - Total number of aspect buckets: 10
 
 
 
 
 
 
 
 
89
  - Resolution: 1.0 megapixels
90
- - Cropped: False
91
- - Crop style: None
92
- - Crop aspect: None
93
  ### signs
94
  - Repeats: 0
95
- - Total number of images: 624
96
- - Total number of aspect buckets: 16
97
- - Resolution: 0.5 megapixels
98
- - Cropped: False
99
- - Crop style: None
100
- - Crop aspect: None
101
  ### moviecollection
102
  - Repeats: 0
103
- - Total number of images: 1784
104
- - Total number of aspect buckets: 22
105
  - Resolution: 1.0 megapixels
106
- - Cropped: False
107
- - Crop style: None
108
- - Crop aspect: None
109
  ### bookcovers
110
  - Repeats: 0
111
- - Total number of images: 728
112
- - Total number of aspect buckets: 12
113
  - Resolution: 1.0 megapixels
114
- - Cropped: False
115
- - Crop style: None
116
- - Crop aspect: None
117
  ### nijijourney
118
  - Repeats: 0
119
- - Total number of images: 576
120
- - Total number of aspect buckets: 18
121
  - Resolution: 1.0 megapixels
122
- - Cropped: False
123
- - Crop style: None
124
- - Crop aspect: None
125
  ### experimental
126
  - Repeats: 0
127
- - Total number of images: 2960
128
- - Total number of aspect buckets: 30
129
  - Resolution: 1.0 megapixels
130
- - Cropped: False
131
- - Crop style: None
132
- - Crop aspect: None
133
  ### ethnic
134
  - Repeats: 0
135
- - Total number of images: 3008
136
- - Total number of aspect buckets: 27
137
  - Resolution: 1.0 megapixels
138
- - Cropped: False
139
- - Crop style: None
140
- - Crop aspect: None
141
  ### sports
142
  - Repeats: 0
143
- - Total number of images: 736
144
- - Total number of aspect buckets: 22
145
  - Resolution: 1.0 megapixels
146
- - Cropped: False
147
- - Crop style: None
148
- - Crop aspect: None
149
  ### gay
150
  - Repeats: 0
151
- - Total number of images: 1024
152
- - Total number of aspect buckets: 31
153
  - Resolution: 1.0 megapixels
154
- - Cropped: False
155
- - Crop style: None
156
- - Crop aspect: None
157
  ### architecture
158
  - Repeats: 0
159
- - Total number of images: 4256
160
- - Total number of aspect buckets: 29
161
  - Resolution: 1.0 megapixels
162
- - Cropped: False
163
- - Crop style: None
164
- - Crop aspect: None
165
  ### shutterstock
166
  - Repeats: 0
167
- - Total number of images: 20949
168
- - Total number of aspect buckets: 32
169
  - Resolution: 1.0 megapixels
170
- - Cropped: False
171
- - Crop style: None
172
- - Crop aspect: None
173
  ### cinemamix-1mp
174
  - Repeats: 0
175
- - Total number of images: 9016
176
- - Total number of aspect buckets: 6
 
 
 
 
 
 
 
 
177
  - Resolution: 1.0 megapixels
178
- - Cropped: False
179
- - Crop style: None
180
- - Crop aspect: None
181
  ### anatomy
182
  - Repeats: 5
183
- - Total number of images: 16329
184
- - Total number of aspect buckets: 34
185
  - Resolution: 1.0 megapixels
186
- - Cropped: False
187
- - Crop style: None
188
- - Crop aspect: None
189
  ### bg20k-1024
190
  - Repeats: 0
191
- - Total number of images: 89160
192
- - Total number of aspect buckets: 53
193
  - Resolution: 1.0 megapixels
194
- - Cropped: False
195
- - Crop style: None
196
- - Crop aspect: None
197
  ### yoga
198
  - Repeats: 0
199
- - Total number of images: 3528
200
- - Total number of aspect buckets: 26
201
  - Resolution: 1.0 megapixels
202
- - Cropped: False
203
- - Crop style: None
204
- - Crop aspect: None
205
  ### photo-aesthetics
206
  - Repeats: 0
207
- - Total number of images: 33031
208
- - Total number of aspect buckets: 39
209
  - Resolution: 1.0 megapixels
210
- - Cropped: False
211
- - Crop style: None
212
- - Crop aspect: None
213
  ### text-1mp
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  - Repeats: 5
215
- - Total number of images: 13104
216
- - Total number of aspect buckets: 35
217
  - Resolution: 1.0 megapixels
218
- - Cropped: False
219
- - Crop style: None
220
- - Crop aspect: None
221
  ### photo-concept-bucket
222
  - Repeats: 0
223
- - Total number of images: 567426
224
- - Total number of aspect buckets: 37
225
  - Resolution: 1.0 megapixels
226
- - Cropped: False
227
- - Crop style: None
228
- - Crop aspect: None
229
 
 
44
  ## Training settings
45
 
46
  - Training epochs: 0
47
+ - Training steps: 20200
48
  - Learning rate: 4e-07
49
  - Effective batch size: 8
50
  - Micro-batch size: 8
 
60
 
61
  ### celebrities
62
  - Repeats: 0
63
+ - Total number of images: 1240
64
+ - Total number of aspect buckets: 3
65
  - Resolution: 1.0 megapixels
66
+ - Cropped: True
67
+ - Crop style: random
68
+ - Crop aspect: random
69
  ### movieposters
70
  - Repeats: 0
71
+ - Total number of images: 1720
72
+ - Total number of aspect buckets: 3
73
  - Resolution: 1.0 megapixels
74
+ - Cropped: True
75
+ - Crop style: random
76
+ - Crop aspect: random
77
+ ### normalnudes
78
+ - Repeats: 0
79
+ - Total number of images: 1112
80
+ - Total number of aspect buckets: 3
81
+ - Resolution: 1.0 megapixels
82
+ - Cropped: True
83
+ - Crop style: random
84
+ - Crop aspect: random
85
  ### propagandaposters
86
  - Repeats: 0
87
+ - Total number of images: 648
88
+ - Total number of aspect buckets: 3
89
  - Resolution: 1.0 megapixels
90
+ - Cropped: True
91
+ - Crop style: random
92
+ - Crop aspect: random
93
  ### guys
94
  - Repeats: 0
95
+ - Total number of images: 384
96
+ - Total number of aspect buckets: 3
97
+ - Resolution: 1.0 megapixels
98
+ - Cropped: True
99
+ - Crop style: random
100
+ - Crop aspect: random
101
+ ### pixel-art
102
+ - Repeats: 0
103
+ - Total number of images: 1056
104
+ - Total number of aspect buckets: 3
105
  - Resolution: 1.0 megapixels
106
+ - Cropped: True
107
+ - Crop style: random
108
+ - Crop aspect: random
109
  ### signs
110
  - Repeats: 0
111
+ - Total number of images: 392
112
+ - Total number of aspect buckets: 3
113
+ - Resolution: 1.0 megapixels
114
+ - Cropped: True
115
+ - Crop style: random
116
+ - Crop aspect: random
117
  ### moviecollection
118
  - Repeats: 0
119
+ - Total number of images: 1912
120
+ - Total number of aspect buckets: 3
121
  - Resolution: 1.0 megapixels
122
+ - Cropped: True
123
+ - Crop style: random
124
+ - Crop aspect: random
125
  ### bookcovers
126
  - Repeats: 0
127
+ - Total number of images: 800
128
+ - Total number of aspect buckets: 3
129
  - Resolution: 1.0 megapixels
130
+ - Cropped: True
131
+ - Crop style: random
132
+ - Crop aspect: random
133
  ### nijijourney
134
  - Repeats: 0
135
+ - Total number of images: 648
136
+ - Total number of aspect buckets: 3
137
  - Resolution: 1.0 megapixels
138
+ - Cropped: True
139
+ - Crop style: random
140
+ - Crop aspect: random
141
  ### experimental
142
  - Repeats: 0
143
+ - Total number of images: 3040
144
+ - Total number of aspect buckets: 3
145
  - Resolution: 1.0 megapixels
146
+ - Cropped: True
147
+ - Crop style: random
148
+ - Crop aspect: random
149
  ### ethnic
150
  - Repeats: 0
151
+ - Total number of images: 3080
152
+ - Total number of aspect buckets: 3
153
  - Resolution: 1.0 megapixels
154
+ - Cropped: True
155
+ - Crop style: random
156
+ - Crop aspect: random
157
  ### sports
158
  - Repeats: 0
159
+ - Total number of images: 800
160
+ - Total number of aspect buckets: 3
161
  - Resolution: 1.0 megapixels
162
+ - Cropped: True
163
+ - Crop style: random
164
+ - Crop aspect: random
165
  ### gay
166
  - Repeats: 0
167
+ - Total number of images: 1104
168
+ - Total number of aspect buckets: 3
169
  - Resolution: 1.0 megapixels
170
+ - Cropped: True
171
+ - Crop style: random
172
+ - Crop aspect: random
173
  ### architecture
174
  - Repeats: 0
175
+ - Total number of images: 4352
176
+ - Total number of aspect buckets: 3
177
  - Resolution: 1.0 megapixels
178
+ - Cropped: True
179
+ - Crop style: random
180
+ - Crop aspect: random
181
  ### shutterstock
182
  - Repeats: 0
183
+ - Total number of images: 21080
184
+ - Total number of aspect buckets: 3
185
  - Resolution: 1.0 megapixels
186
+ - Cropped: True
187
+ - Crop style: random
188
+ - Crop aspect: random
189
  ### cinemamix-1mp
190
  - Repeats: 0
191
+ - Total number of images: 9024
192
+ - Total number of aspect buckets: 3
193
+ - Resolution: 1.0 megapixels
194
+ - Cropped: True
195
+ - Crop style: random
196
+ - Crop aspect: random
197
+ ### nsfw-1024
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+ - Repeats: 0
199
+ - Total number of images: 10808
200
+ - Total number of aspect buckets: 3
201
  - Resolution: 1.0 megapixels
202
+ - Cropped: True
203
+ - Crop style: random
204
+ - Crop aspect: random
205
  ### anatomy
206
  - Repeats: 5
207
+ - Total number of images: 16424
208
+ - Total number of aspect buckets: 3
209
  - Resolution: 1.0 megapixels
210
+ - Cropped: True
211
+ - Crop style: random
212
+ - Crop aspect: random
213
  ### bg20k-1024
214
  - Repeats: 0
215
+ - Total number of images: 89299
216
+ - Total number of aspect buckets: 3
217
  - Resolution: 1.0 megapixels
218
+ - Cropped: True
219
+ - Crop style: random
220
+ - Crop aspect: random
221
  ### yoga
222
  - Repeats: 0
223
+ - Total number of images: 3608
224
+ - Total number of aspect buckets: 3
225
  - Resolution: 1.0 megapixels
226
+ - Cropped: True
227
+ - Crop style: random
228
+ - Crop aspect: random
229
  ### photo-aesthetics
230
  - Repeats: 0
231
+ - Total number of images: 33144
232
+ - Total number of aspect buckets: 3
233
  - Resolution: 1.0 megapixels
234
+ - Cropped: True
235
+ - Crop style: random
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+ - Crop aspect: random
237
  ### text-1mp
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  - Repeats: 5
239
+ - Total number of images: 13184
240
+ - Total number of aspect buckets: 3
241
  - Resolution: 1.0 megapixels
242
+ - Cropped: True
243
+ - Crop style: random
244
+ - Crop aspect: random
245
  ### photo-concept-bucket
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  - Repeats: 0
247
+ - Total number of images: 567569
248
+ - Total number of aspect buckets: 3
249
  - Resolution: 1.0 megapixels
250
+ - Cropped: True
251
+ - Crop style: random
252
+ - Crop aspect: random
253
 
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