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155 tagged (.txt) images with .npz files (no different than the last data set. Literally the same thing.)

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  1. logs/20240526132657/wandb/debug-internal.log +0 -0
  2. logs/20240526132657/wandb/debug.log +35 -0
  3. logs/20240526132657/wandb/run-20240526_132928-gc4zt3e6/files/config.yaml +45 -0
  4. logs/20240526132657/wandb/run-20240526_132928-gc4zt3e6/files/media/images/sample_0_115_185a57db153c7a7319db.png +3 -0
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  24. logs/20240526132657/wandb/run-20240526_132928-gc4zt3e6/files/output.log +371 -0
  25. logs/20240526132657/wandb/run-20240526_132928-gc4zt3e6/files/requirements.txt +591 -0
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  29. logs/20240526132657/wandb/run-20240526_132928-gc4zt3e6/logs/debug.log +35 -0
  30. logs/20240526132657/wandb/run-20240526_132928-gc4zt3e6/run-gc4zt3e6.wandb +0 -0
logs/20240526132657/wandb/debug-internal.log ADDED
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+
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+ epoch 1/20
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+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000001.safetensors
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+ generating sample images at step / サンプル画像生成 ステップ: 23
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+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
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+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
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+ height: 1024
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+ width: 1024
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+ sample_steps: 28
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+ scale: 7
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+ Token indices sequence length is longer than the specified maximum sequence length for this model (89 > 77). Running this sequence through the model will result in indexing errors
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+ Token indices sequence length is longer than the specified maximum sequence length for this model (89 > 77). Running this sequence through the model will result in indexing errors
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+ 89% 25/28 [00:14<00:01, 1.68it/s]
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+ epoch 2/20
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+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000002.safetensors
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+ generating sample images at step / サンプル画像生成 ステップ: 46
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+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
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+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
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+
34
+
35
+
36
+
37
+
38
+
39
+
40
+ 93% 26/28 [00:15<00:01, 1.66it/s]
41
+ epoch 3/20
42
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000003.safetensors
43
+ generating sample images at step / サンプル画像生成 ステップ: 69
44
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
45
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
46
+ height: 1024
47
+ width: 1024
48
+ sample_steps: 28
49
+ scale: 7
50
+
51
+
52
+
53
+
54
+
55
+
56
+
57
+
58
+ 89% 25/28 [00:15<00:01, 1.66it/s]
59
+ epoch 4/20
60
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000004.safetensors
61
+ generating sample images at step / サンプル画像生成 ステップ: 92
62
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
63
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
64
+ height: 1024
65
+ width: 1024
66
+ sample_steps: 28
67
+ scale: 7
68
+
69
+
70
+
71
+
72
+
73
+
74
+
75
+
76
+ 89% 25/28 [00:15<00:01, 1.65it/s]
77
+ epoch 5/20
78
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000005.safetensors
79
+ generating sample images at step / サンプル画像生成 ステップ: 115
80
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
81
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
82
+ height: 1024
83
+ width: 1024
84
+ sample_steps: 28
85
+ scale: 7
86
+
87
+
88
+
89
+
90
+
91
+
92
+
93
+
94
+
95
+ 96% 27/28 [00:16<00:00, 1.65it/s]
96
+ epoch 6/20
97
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000006.safetensors
98
+ generating sample images at step / サンプル画像生成 ステップ: 138
99
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
100
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
101
+ height: 1024
102
+ width: 1024
103
+ sample_steps: 28
104
+ scale: 7
105
+
106
+
107
+
108
+
109
+
110
+
111
+
112
+
113
+
114
+ 96% 27/28 [00:16<00:00, 1.65it/s]
115
+ epoch 7/20
116
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000007.safetensors
117
+ generating sample images at step / サンプル画像生成 ステップ: 161
118
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
119
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
120
+ height: 1024
121
+ width: 1024
122
+ sample_steps: 28
123
+ scale: 7
124
+
125
+
126
+
127
+
128
+
129
+
130
+
131
+
132
+
133
+ 96% 27/28 [00:16<00:00, 1.65it/s]
134
+ epoch 8/20
135
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000008.safetensors
136
+ generating sample images at step / サンプル画像生成 ステップ: 184
137
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
138
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
139
+ height: 1024
140
+ width: 1024
141
+ sample_steps: 28
142
+ scale: 7
143
+
144
+
145
+
146
+
147
+
148
+
149
+
150
+
151
+ 89% 25/28 [00:15<00:01, 1.65it/s]
152
+ epoch 9/20
153
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000009.safetensors
154
+ generating sample images at step / サンプル画像生成 ステップ: 207
155
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
156
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
157
+ height: 1024
158
+ width: 1024
159
+ sample_steps: 28
160
+ scale: 7
161
+
162
+
163
+
164
+
165
+
166
+
167
+
168
+
169
+ 89% 25/28 [00:15<00:01, 1.65it/s]
170
+ epoch 10/20
171
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000010.safetensors
172
+ generating sample images at step / サンプル画像生成 ステップ: 230
173
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
174
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
175
+ height: 1024
176
+ width: 1024
177
+ sample_steps: 28
178
+ scale: 7
179
+
180
+
181
+
182
+
183
+
184
+
185
+
186
+
187
+ 93% 26/28 [00:15<00:01, 1.66it/s]
188
+ epoch 11/20
189
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000011.safetensors
190
+ generating sample images at step / サンプル画像生成 ステップ: 253
191
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
192
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
193
+ height: 1024
194
+ width: 1024
195
+ sample_steps: 28
196
+ scale: 7
197
+
198
+
199
+
200
+
201
+
202
+
203
+
204
+
205
+
206
+ 96% 27/28 [00:16<00:00, 1.65it/s]
207
+ epoch 12/20
208
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000012.safetensors
209
+ generating sample images at step / サンプル画像生成 ステップ: 276
210
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
211
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
212
+ height: 1024
213
+ width: 1024
214
+ sample_steps: 28
215
+ scale: 7
216
+
217
+
218
+
219
+
220
+
221
+
222
+
223
+
224
+
225
+ 96% 27/28 [00:16<00:00, 1.65it/s]
226
+ epoch 13/20
227
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000013.safetensors
228
+ generating sample images at step / サンプル画像生成 ステップ: 299
229
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
230
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
231
+ height: 1024
232
+ width: 1024
233
+ sample_steps: 28
234
+ scale: 7
235
+
236
+
237
+
238
+
239
+
240
+
241
+
242
+
243
+ 86% 24/28 [00:14<00:02, 1.65it/s]
244
+ epoch 14/20
245
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000014.safetensors
246
+ generating sample images at step / サンプル画像生成 ステップ: 322
247
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
248
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
249
+ height: 1024
250
+ width: 1024
251
+ sample_steps: 28
252
+ scale: 7
253
+
254
+
255
+
256
+
257
+
258
+
259
+
260
+
261
+ 86% 24/28 [00:14<00:02, 1.65it/s]
262
+ epoch 15/20
263
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000015.safetensors
264
+ generating sample images at step / サンプル画像生成 ステップ: 345
265
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
266
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
267
+ height: 1024
268
+ width: 1024
269
+ sample_steps: 28
270
+ scale: 7
271
+
272
+
273
+
274
+
275
+
276
+
277
+
278
+
279
+
280
+ 96% 27/28 [00:16<00:00, 1.65it/s]
281
+ epoch 16/20
282
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000016.safetensors
283
+ generating sample images at step / サンプル画像生成 ステップ: 368
284
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
285
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
286
+ height: 1024
287
+ width: 1024
288
+ sample_steps: 28
289
+ scale: 7
290
+
291
+
292
+
293
+
294
+
295
+
296
+
297
+
298
+ 93% 26/28 [00:15<00:01, 1.65it/s]
299
+ epoch 17/20
300
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000017.safetensors
301
+ generating sample images at step / サンプル画像生成 ステップ: 391
302
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
303
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
304
+ height: 1024
305
+ width: 1024
306
+ sample_steps: 28
307
+ scale: 7
308
+
309
+
310
+
311
+
312
+
313
+
314
+
315
+
316
+ 89% 25/28 [00:15<00:01, 1.65it/s]
317
+ epoch 18/20
318
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000018.safetensors
319
+ generating sample images at step / サンプル画像生成 ステップ: 414
320
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
321
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
322
+ height: 1024
323
+ width: 1024
324
+ sample_steps: 28
325
+ scale: 7
326
+
327
+
328
+
329
+
330
+
331
+
332
+
333
+
334
+ 93% 26/28 [00:15<00:01, 1.65it/s]
335
+ epoch 19/20
336
+ saving checkpoint: /content/drive/MyDrive/kohya-trainer/output/[V2]Misuzu-Gundou_XL-000019.safetensors
337
+ generating sample images at step / サンプル画像生成 ステップ: 437
338
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
339
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
340
+ height: 1024
341
+ width: 1024
342
+ sample_steps: 28
343
+ scale: 7
344
+
345
+
346
+
347
+
348
+
349
+
350
+
351
+
352
+
353
+ 93% 26/28 [00:15<00:01, 1.65it/s]
354
+ epoch 20/20
355
+ generating sample images at step / サンプル画像生成 ステップ: 460
356
+ prompt: score_9, score_8_up, score_7_up, ラーメン屋の制服 \(群堂 みすず\), Ramen Shop Uniform \(Misuzu Gundou\), purple eyes, closed mouth, blunt bangs, blue scrunchie, hair over one shoulder, simple background
357
+ negative_prompt: signature, Watermark, text, logo, cowboy shot, full body, blurry, bad anatomy, wrinkled skin, floating objects, mouth, depth of field, sharp focus, lowres, bad anatomy, nail polish, floating objects, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
358
+ height: 1024
359
+ width: 1024
360
+ sample_steps: 28
361
+ scale: 7
362
+
363
+
364
+
365
+
366
+
367
+
368
+
369
+
370
+
371
+ 96% 27/28 [00:16<00:00, 1.65it/s]
logs/20240526132657/wandb/run-20240526_132928-gc4zt3e6/files/requirements.txt ADDED
@@ -0,0 +1,591 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ absl-py==1.4.0
2
+ accelerate==0.19.0
3
+ aiohttp==3.9.5
4
+ aiosignal==1.3.1
5
+ alabaster==0.7.16
6
+ albumentations==1.3.1
7
+ altair==4.2.2
8
+ annotated-types==0.7.0
9
+ antlr4-python3-runtime==4.9.3
10
+ anyio==3.7.1
11
+ appdirs==1.4.4
12
+ argon2-cffi-bindings==21.2.0
13
+ argon2-cffi==23.1.0
14
+ array-record==0.5.1
15
+ arviz==0.15.1
16
+ astropy==5.3.4
17
+ astunparse==1.6.3
18
+ async-timeout==4.0.3
19
+ atpublic==4.1.0
20
+ attrs==23.2.0
21
+ audioread==3.0.1
22
+ autograd==1.6.2
23
+ av==12.0.0
24
+ babel==2.15.0
25
+ backcall==0.2.0
26
+ beautifulsoup4==4.12.3
27
+ bidict==0.23.1
28
+ bigframes==1.6.0
29
+ bitsandbytes==0.39.1
30
+ bleach==6.1.0
31
+ blinker==1.4
32
+ blis==0.7.11
33
+ blosc2==2.0.0
34
+ bokeh==3.3.4
35
+ bqplot==0.12.43
36
+ braceexpand==0.1.7
37
+ branca==0.7.2
38
+ build==1.2.1
39
+ cachecontrol==0.14.0
40
+ cachetools==5.3.3
41
+ catalogue==2.0.10
42
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303
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308
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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324
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325
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326
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327
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332
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335
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336
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337
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338
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339
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340
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341
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342
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344
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363
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367
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373
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425
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445
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458
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