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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
  • Resolution: 1024

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: 9500
  • 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

mj-60

  • Repeats: 0
  • Total number of images: 11992
  • Total number of aspect buckets: 1
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

experimental

  • Repeats: 0
  • Total number of images: 3104
  • Total number of aspect buckets: 17
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

ethnic

  • Repeats: 0
  • Total number of images: 3008
  • Total number of aspect buckets: 18
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

sports

  • Repeats: 0
  • Total number of images: 736
  • Total number of aspect buckets: 10
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

gay

  • Repeats: 0
  • Total number of images: 1024
  • Total number of aspect buckets: 11
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

architecture

  • Repeats: 0
  • Total number of images: 4256
  • Total number of aspect buckets: 18
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

shutterstock

  • Repeats: 0
  • Total number of images: 20944
  • Total number of aspect buckets: 32
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

cinemamix-1mp

  • Repeats: 0
  • Total number of images: 9016
  • Total number of aspect buckets: 6
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

nsfw-1024

  • Repeats: 0
  • Total number of images: 3776
  • Total number of aspect buckets: 4
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

anatomy

  • Repeats: 5
  • Total number of images: 16328
  • Total number of aspect buckets: 22
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

bg20k-1024

  • Repeats: 0
  • Total number of images: 89160
  • Total number of aspect buckets: 41
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

yoga

  • Repeats: 0
  • Total number of images: 3528
  • Total number of aspect buckets: 14
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

photo-aesthetics

  • Repeats: 0
  • Total number of images: 33024
  • Total number of aspect buckets: 25
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

text-1mp

  • Repeats: 5
  • Total number of images: 13104
  • Total number of aspect buckets: 21
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

photo-concept-bucket

  • Repeats: 1
  • Total number of images: 567424
  • Total number of aspect buckets: 37
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None
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