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README.md
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@@ -329,13 +329,13 @@ You may reuse the base model text encoder for inference.
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## Training settings
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- Training epochs: 2
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- Training steps:
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- Learning rate:
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- Learning rate schedule: constant
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- Warmup steps: 500
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- Max grad norm: 1.0
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- Effective batch size:
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- Micro-batch size:
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- Gradient accumulation steps: 1
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- Number of GPUs: 3
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- Gradient checkpointing: True
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### text-1mp
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- Repeats: 100
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- Total number of images: ~13221
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- Total number of aspect buckets:
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- Resolution: 1.048576 megapixels
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- Cropped: False
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- Crop style: None
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### signs
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- Repeats: 150
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- Total number of images: ~420
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- Total number of aspect buckets:
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- Resolution: 1.048576 megapixels
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- Cropped: False
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- Crop style: None
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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:
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- Resolution: 1.048576 megapixels
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- Cropped: False
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- Crop style: None
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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:
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- Resolution: 1.048576 megapixels
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- Cropped: False
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- Crop style: None
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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:
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- Resolution: 1.048576 megapixels
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- Cropped: False
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- Crop style: None
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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:
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- Resolution: 0.262144 megapixels
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- Cropped: False
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- Crop style: None
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### anatomy-512
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- Repeats: 5
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- Total number of images: ~16437
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- Total number of aspect buckets:
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- Resolution: 0.262144 megapixels
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- Cropped: False
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- Crop style: None
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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:
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- Resolution: 2.0736 megapixels
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- Cropped: False
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- Crop style: None
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### shutterstock-1440
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- Repeats: 0
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- Total number of images: ~21111
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-
- Total number of aspect buckets:
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- Resolution: 2.0736 megapixels
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- Cropped: False
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- Crop style: None
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### cinemamix-1mp-1440
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- Repeats: 0
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- Total number of images: ~7425
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- Total number of aspect buckets:
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- Resolution: 2.0736 megapixels
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- Cropped: False
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- Crop style: None
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@@ -539,7 +539,7 @@ You may reuse the base model text encoder for inference.
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### anatomy-1440
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- Repeats: 5
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- Total number of images: ~16458
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- Total number of aspect buckets:
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- Resolution: 2.0736 megapixels
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- Cropped: False
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- Crop style: None
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## Training settings
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- Training epochs: 2
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- Training steps: 285000
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- Learning rate: 5e-05
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- Learning rate schedule: constant
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- Warmup steps: 500
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- Max grad norm: 1.0
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- Effective batch size: 12
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- Micro-batch size: 4
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- Gradient accumulation steps: 1
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- Number of GPUs: 3
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- Gradient checkpointing: True
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### text-1mp
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- Repeats: 100
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- Total number of images: ~13221
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380 |
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- Total number of aspect buckets: 4
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- Resolution: 1.048576 megapixels
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- Cropped: False
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- Crop style: None
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### signs
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- Repeats: 150
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388 |
- Total number of images: ~420
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389 |
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- Total number of aspect buckets: 1
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390 |
- Resolution: 1.048576 megapixels
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391 |
- Cropped: False
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392 |
- Crop style: None
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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: 35
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- Resolution: 1.048576 megapixels
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- Cropped: False
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- Crop style: None
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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: 5
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- Resolution: 1.048576 megapixels
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- Cropped: False
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- Crop style: None
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|
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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: 24
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- Resolution: 1.048576 megapixels
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- Cropped: False
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- Crop style: None
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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: 19
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- Resolution: 0.262144 megapixels
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- Cropped: False
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- Crop style: None
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|
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### anatomy-512
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- Repeats: 5
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- Total number of images: ~16437
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488 |
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- Total number of aspect buckets: 13
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- Resolution: 0.262144 megapixels
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- Cropped: False
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- Crop style: None
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### signs-1440
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- Repeats: 100
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496 |
- Total number of images: ~423
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497 |
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- Total number of aspect buckets: 1
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498 |
- Resolution: 2.0736 megapixels
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499 |
- Cropped: False
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- Crop style: None
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|
521 |
### shutterstock-1440
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- Repeats: 0
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- Total number of images: ~21111
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524 |
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- Total number of aspect buckets: 44
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- Resolution: 2.0736 megapixels
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- Cropped: False
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- Crop style: None
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### cinemamix-1mp-1440
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- Repeats: 0
|
532 |
- Total number of images: ~7425
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533 |
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- Total number of aspect buckets: 5
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534 |
- Resolution: 2.0736 megapixels
|
535 |
- Cropped: False
|
536 |
- Crop style: None
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|
539 |
### anatomy-1440
|
540 |
- Repeats: 5
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541 |
- Total number of images: ~16458
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542 |
+
- Total number of aspect buckets: 34
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543 |
- Resolution: 2.0736 megapixels
|
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- Cropped: False
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- Crop style: None
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