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Model card auto-generated by SimpleTuner

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  1. README.md +19 -19
README.md CHANGED
@@ -330,7 +330,7 @@ You may reuse the base model text encoder for inference.
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  ## Training settings
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  - Training epochs: 1
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- - Training steps: 63000
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  - Learning rate: 0.0003
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  - Learning rate schedule: constant
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  - Warmup steps: 500
@@ -365,7 +365,7 @@ You may reuse the base model text encoder for inference.
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  ### moviecollection
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  - Repeats: 0
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  - Total number of images: ~1983
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- - Total number of aspect buckets: 9
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  - Resolution: 1.048576 megapixels
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  - Cropped: False
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  - Crop style: None
@@ -374,7 +374,7 @@ You may reuse the base model text encoder for inference.
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  ### bookcovers
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  - Repeats: 0
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  - Total number of images: ~927
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- - Total number of aspect buckets: 6
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  - Resolution: 1.048576 megapixels
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  - Cropped: False
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  - Crop style: None
@@ -383,7 +383,7 @@ You may reuse the base model text encoder for inference.
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  ### shutterstock
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  - Repeats: 0
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  - Total number of images: ~21111
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- - Total number of aspect buckets: 7
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  - Resolution: 1.048576 megapixels
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  - Cropped: False
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  - Crop style: None
@@ -392,7 +392,7 @@ You may reuse the base model text encoder for inference.
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  ### cinemamix-1mp
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  - Repeats: 0
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  - Total number of images: ~7425
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- - Total number of aspect buckets: 1
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  - Resolution: 1.048576 megapixels
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  - Cropped: False
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  - Crop style: None
@@ -401,7 +401,7 @@ You may reuse the base model text encoder for inference.
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  ### anatomy
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  - Repeats: 5
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  - Total number of images: ~16440
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- - Total number of aspect buckets: 3
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  - Resolution: 1.048576 megapixels
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  - Cropped: False
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  - Crop style: None
@@ -410,7 +410,7 @@ You may reuse the base model text encoder for inference.
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  ### signs-512
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  - Repeats: 0
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  - Total number of images: ~417
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- - Total number of aspect buckets: 6
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  - Resolution: 0.262144 megapixels
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  - Cropped: False
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  - Crop style: None
@@ -419,7 +419,7 @@ You may reuse the base model text encoder for inference.
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  ### moviecollection-512
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  - Repeats: 0
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  - Total number of images: ~1971
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- - Total number of aspect buckets: 3
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  - Resolution: 0.262144 megapixels
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  - Cropped: False
425
  - Crop style: None
@@ -428,7 +428,7 @@ You may reuse the base model text encoder for inference.
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  ### bookcovers-512
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  - Repeats: 0
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  - Total number of images: ~918
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- - Total number of aspect buckets: 3
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  - Resolution: 0.262144 megapixels
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  - Cropped: False
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  - Crop style: None
@@ -437,7 +437,7 @@ You may reuse the base model text encoder for inference.
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  ### shutterstock-512
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  - Repeats: 0
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  - Total number of images: ~21096
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- - Total number of aspect buckets: 5
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  - Resolution: 0.262144 megapixels
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  - Cropped: False
443
  - Crop style: None
@@ -446,7 +446,7 @@ You may reuse the base model text encoder for inference.
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  ### cinemamix-1mp-512
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  - Repeats: 0
448
  - Total number of images: ~7422
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- - Total number of aspect buckets: 1
450
  - Resolution: 0.262144 megapixels
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  - Cropped: False
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  - Crop style: None
@@ -455,7 +455,7 @@ You may reuse the base model text encoder for inference.
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  ### anatomy-512
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  - Repeats: 5
457
  - Total number of images: ~16437
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- - Total number of aspect buckets: 4
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  - Resolution: 0.262144 megapixels
460
  - Cropped: False
461
  - Crop style: None
@@ -464,7 +464,7 @@ You may reuse the base model text encoder for inference.
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  ### signs-1440
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  - Repeats: 100
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  - Total number of images: ~423
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- - Total number of aspect buckets: 16
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  - Resolution: 2.0736 megapixels
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  - Cropped: False
470
  - Crop style: None
@@ -473,7 +473,7 @@ You may reuse the base model text encoder for inference.
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  ### moviecollection-1440
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  - Repeats: 0
475
  - Total number of images: ~2007
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- - Total number of aspect buckets: 24
477
  - Resolution: 2.0736 megapixels
478
  - Cropped: False
479
  - Crop style: None
@@ -482,7 +482,7 @@ You may reuse the base model text encoder for inference.
482
  ### bookcovers-1440
483
  - Repeats: 0
484
  - Total number of images: ~933
485
- - Total number of aspect buckets: 6
486
  - Resolution: 2.0736 megapixels
487
  - Cropped: False
488
  - Crop style: None
@@ -491,7 +491,7 @@ You may reuse the base model text encoder for inference.
491
  ### shutterstock-1440
492
  - Repeats: 0
493
  - Total number of images: ~21111
494
- - Total number of aspect buckets: 7
495
  - Resolution: 2.0736 megapixels
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  - Cropped: False
497
  - Crop style: None
@@ -500,7 +500,7 @@ You may reuse the base model text encoder for inference.
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  ### cinemamix-1mp-1440
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  - Repeats: 0
502
  - Total number of images: ~7425
503
- - Total number of aspect buckets: 1
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  - Resolution: 2.0736 megapixels
505
  - Cropped: False
506
  - Crop style: None
@@ -509,7 +509,7 @@ You may reuse the base model text encoder for inference.
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  ### anatomy-1440
510
  - Repeats: 5
511
  - Total number of images: ~16458
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- - Total number of aspect buckets: 4
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  - Resolution: 2.0736 megapixels
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  - Cropped: False
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  - Crop style: None
@@ -554,7 +554,7 @@ image.save("output.png", format="PNG")
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- ## Elastic Moving Average (EMA)
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  SimpleTuner generates a safetensors variant of the EMA weights and a pt file.
560
 
 
330
  ## Training settings
331
 
332
  - Training epochs: 1
333
+ - Training steps: 64000
334
  - Learning rate: 0.0003
335
  - Learning rate schedule: constant
336
  - Warmup steps: 500
 
365
  ### moviecollection
366
  - Repeats: 0
367
  - Total number of images: ~1983
368
+ - Total number of aspect buckets: 34
369
  - Resolution: 1.048576 megapixels
370
  - Cropped: False
371
  - Crop style: None
 
374
  ### bookcovers
375
  - Repeats: 0
376
  - Total number of images: ~927
377
+ - Total number of aspect buckets: 26
378
  - Resolution: 1.048576 megapixels
379
  - Cropped: False
380
  - Crop style: None
 
383
  ### shutterstock
384
  - Repeats: 0
385
  - Total number of images: ~21111
386
+ - Total number of aspect buckets: 33
387
  - Resolution: 1.048576 megapixels
388
  - Cropped: False
389
  - Crop style: None
 
392
  ### cinemamix-1mp
393
  - Repeats: 0
394
  - Total number of images: ~7425
395
+ - Total number of aspect buckets: 5
396
  - Resolution: 1.048576 megapixels
397
  - Cropped: False
398
  - Crop style: None
 
401
  ### anatomy
402
  - Repeats: 5
403
  - Total number of images: ~16440
404
+ - Total number of aspect buckets: 24
405
  - Resolution: 1.048576 megapixels
406
  - Cropped: False
407
  - Crop style: None
 
410
  ### signs-512
411
  - Repeats: 0
412
  - Total number of images: ~417
413
+ - Total number of aspect buckets: 12
414
  - Resolution: 0.262144 megapixels
415
  - Cropped: False
416
  - Crop style: None
 
419
  ### moviecollection-512
420
  - Repeats: 0
421
  - Total number of images: ~1971
422
+ - Total number of aspect buckets: 19
423
  - Resolution: 0.262144 megapixels
424
  - Cropped: False
425
  - Crop style: None
 
428
  ### bookcovers-512
429
  - Repeats: 0
430
  - Total number of images: ~918
431
+ - Total number of aspect buckets: 16
432
  - Resolution: 0.262144 megapixels
433
  - Cropped: False
434
  - Crop style: None
 
437
  ### shutterstock-512
438
  - Repeats: 0
439
  - Total number of images: ~21096
440
+ - Total number of aspect buckets: 19
441
  - Resolution: 0.262144 megapixels
442
  - Cropped: False
443
  - Crop style: None
 
446
  ### cinemamix-1mp-512
447
  - Repeats: 0
448
  - Total number of images: ~7422
449
+ - Total number of aspect buckets: 3
450
  - Resolution: 0.262144 megapixels
451
  - Cropped: False
452
  - Crop style: None
 
455
  ### anatomy-512
456
  - Repeats: 5
457
  - Total number of images: ~16437
458
+ - Total number of aspect buckets: 13
459
  - Resolution: 0.262144 megapixels
460
  - Cropped: False
461
  - Crop style: None
 
464
  ### signs-1440
465
  - Repeats: 100
466
  - Total number of images: ~423
467
+ - Total number of aspect buckets: 1
468
  - Resolution: 2.0736 megapixels
469
  - Cropped: False
470
  - Crop style: None
 
473
  ### moviecollection-1440
474
  - Repeats: 0
475
  - Total number of images: ~2007
476
+ - Total number of aspect buckets: 44
477
  - Resolution: 2.0736 megapixels
478
  - Cropped: False
479
  - Crop style: None
 
482
  ### bookcovers-1440
483
  - Repeats: 0
484
  - Total number of images: ~933
485
+ - Total number of aspect buckets: 29
486
  - Resolution: 2.0736 megapixels
487
  - Cropped: False
488
  - Crop style: None
 
491
  ### shutterstock-1440
492
  - Repeats: 0
493
  - Total number of images: ~21111
494
+ - Total number of aspect buckets: 42
495
  - Resolution: 2.0736 megapixels
496
  - Cropped: False
497
  - Crop style: None
 
500
  ### cinemamix-1mp-1440
501
  - Repeats: 0
502
  - Total number of images: ~7425
503
+ - Total number of aspect buckets: 5
504
  - Resolution: 2.0736 megapixels
505
  - Cropped: False
506
  - Crop style: None
 
509
  ### anatomy-1440
510
  - Repeats: 5
511
  - Total number of images: ~16458
512
+ - Total number of aspect buckets: 32
513
  - Resolution: 2.0736 megapixels
514
  - Cropped: False
515
  - Crop style: None
 
554
 
555
 
556
 
557
+ ## Exponential Moving Average (EMA)
558
 
559
  SimpleTuner generates a safetensors variant of the EMA weights and a pt file.
560