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terminus-xl-velocity-v2

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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.

You can find some example images in the following gallery:

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

Training settings

  • Training epochs: 0
  • Training steps: 1600
  • Learning rate: 4e-07
  • Effective batch size: 8
    • Micro-batch size: 8
    • Gradient accumulation steps: 1
  • Prediction type: v_prediction
  • Rescaled betas zero SNR: True
  • Optimizer: AdamW, stochastic bf16
  • Precision: Pure BF16
  • Xformers: Enabled

Datasets

celebrities

  • Repeats: 0
  • Total number of images: 1240
  • Total number of aspect buckets: 2
  • Resolution: 1.0 megapixels
  • Cropped: True
  • Crop style: random
  • Crop aspect: random

movieposters

  • Repeats: 0
  • Total number of images: 1712
  • Total number of aspect buckets: 3
  • Resolution: 1.0 megapixels
  • Cropped: True
  • Crop style: random
  • Crop aspect: random

normalnudes

  • Repeats: 0
  • Total number of images: 1112
  • 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: 648
  • Total number of aspect buckets: 3
  • Resolution: 1.0 megapixels
  • Cropped: True
  • Crop style: random
  • Crop aspect: random

guys

  • Repeats: 0
  • Total number of images: 384
  • 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: 1056
  • Total number of aspect buckets: 1
  • Resolution: 1.0 megapixels
  • Cropped: True
  • Crop style: random
  • Crop aspect: random

signs

  • Repeats: 0
  • Total number of images: 392
  • 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: 1912
  • 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: 808
  • Total number of aspect buckets: 2
  • Resolution: 1.0 megapixels
  • Cropped: True
  • Crop style: random
  • Crop aspect: random

nijijourney

  • Repeats: 0
  • Total number of images: 648
  • 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: 3048
  • 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: 3080
  • 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: 792
  • 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: 1104
  • 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: 4352
  • 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: 21088
  • 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: 9024
  • 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: 10800
  • 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: 16408
  • 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: 89296
  • 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: 3608
  • 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: 33144
  • 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: 13184
  • 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: 567568
  • Total number of aspect buckets: 3
  • Resolution: 1.0 megapixels
  • Cropped: True
  • Crop style: random
  • Crop aspect: random
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