terminus-xl-velocity-v2

This is a full rank finetuned model derived from ptx0/terminus-xl-velocity-v1.

The main validation prompt used during training was:

a cute anime character named toast

Validation settings

• CFG: 7.5
• CFG Rescale: 0.7
• Steps: 30
• Sampler: euler
• Seed: 420420420
• Resolutions: 1024x1024,1152x960,896x1152

Note: The validation settings are not necessarily the same as the training settings.

The text encoder was not trained. You may reuse the base model text encoder for inference.

Training settings

• Training epochs: 0
• Training steps: 5400
• Learning rate: 1e-06
• Effective batch size: 32
  • Micro-batch size: 8
  • Gradient accumulation steps: 4
• Prediction type: v_prediction
• Rescaled betas zero SNR: True
• Optimizer: AdamW, stochastic bf16
• Precision: Pure BF16
• Xformers: Enabled

Datasets

celebrities

• Repeats: 4
• Total number of images: 1184
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

movieposters

• Repeats: 5
• Total number of images: 1728
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

normalnudes

• Repeats: 5
• Total number of images: 1056
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

propagandaposters

• Repeats: 0
• Total number of images: 608
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

guys

• Repeats: 5
• Total number of images: 352
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

pixel-art

• Repeats: 0
• Total number of images: 1024
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

signs

• Repeats: 5
• Total number of images: 352
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

moviecollection

• Repeats: 0
• Total number of images: 1888
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

bookcovers

• Repeats: 0
• Total number of images: 736
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

nijijourney

• Repeats: 0
• Total number of images: 608
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

experimental

• Repeats: 0
• Total number of images: 3040
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

ethnic

• Repeats: 0
• Total number of images: 3072
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

sports

• Repeats: 0
• Total number of images: 736
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

gay

• Repeats: 0
• Total number of images: 1056
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

architecture

• Repeats: 0
• Total number of images: 4320
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

shutterstock

• Repeats: 0
• Total number of images: 21059
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

cinemamix-1mp

• Repeats: 0
• Total number of images: 8992
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

nsfw-1024

• Repeats: 0
• Total number of images: 10761
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

anatomy

• Repeats: 5
• Total number of images: 16385
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

bg20k-1024

• Repeats: 0
• Total number of images: 89250
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

yoga

• Repeats: 0
• Total number of images: 3584
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

photo-aesthetics

• Repeats: 0
• Total number of images: 33121
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

text-1mp

• Repeats: 5
• Total number of images: 13123
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random

photo-concept-bucket

• Repeats: 0
• Total number of images: 567521
• Total number of aspect buckets: 3
• Resolution: 1.0 megapixels
• Cropped: True
• Crop style: random
• Crop aspect: random