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pseudo-flex-v2

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metadata
license: creativeml-openrail-m
base_model: stabilityai/stable-diffusion-2-1
tags:
  - stable-diffusion
  - stable-diffusion-diffusers
  - text-to-image
  - diffusers
  - full
inference: true

pseudo-flex-v2

This is a full rank finetuned model derived from stabilityai/stable-diffusion-2-1.

The main validation prompt used during training was:

a cinematic scene from the film Rogue One, a woman stares off into the distance, holding a sign that reads SOON

Validation settings

  • CFG: 9.2
  • CFG Rescale: 0.7
  • Steps: 30
  • Sampler: euler
  • Seed: 420420420
  • Resolutions: 1024,1280x768,832x1216

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: 1500
  • Learning rate: 4e-07
  • Effective batch size: 4
    • Micro-batch size: 4
    • 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: 1216
  • Total number of aspect buckets: 22
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

movieposters

  • Repeats: 0
  • Total number of images: 1684
  • Total number of aspect buckets: 17
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

normalnudes

  • Repeats: 0
  • Total number of images: 1064
  • Total number of aspect buckets: 26
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

propagandaposters

  • Repeats: 0
  • Total number of images: 616
  • Total number of aspect buckets: 19
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

guys

  • Repeats: 0
  • Total number of images: 356
  • Total number of aspect buckets: 17
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

pixel-art

  • Repeats: 0
  • Total number of images: 1308
  • Total number of aspect buckets: 23
  • Resolution: 0.5 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

signs

  • Repeats: 0
  • Total number of images: 660
  • Total number of aspect buckets: 16
  • Resolution: 0.5 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

moviecollection

  • Repeats: 0
  • Total number of images: 1856
  • Total number of aspect buckets: 26
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

bookcovers

  • Repeats: 0
  • Total number of images: 776
  • Total number of aspect buckets: 18
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

nijijourney

  • Repeats: 0
  • Total number of images: 616
  • Total number of aspect buckets: 19
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

experimental

  • Repeats: 0
  • Total number of images: 3000
  • 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: 3056
  • Total number of aspect buckets: 23
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

sports

  • Repeats: 0
  • Total number of images: 772
  • 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: 1064
  • Total number of aspect buckets: 16
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

architecture

  • Repeats: 0
  • Total number of images: 4316
  • Total number of aspect buckets: 22
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

shutterstock

  • Repeats: 0
  • Total number of images: 21008
  • Total number of aspect buckets: 33
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

cinemamix-1mp

  • Repeats: 0
  • Total number of images: 9024
  • 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: 10792
  • Total number of aspect buckets: 6
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

anatomy

  • Repeats: 5
  • Total number of images: 16376
  • Total number of aspect buckets: 25
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

bg20k-1024

  • Repeats: 0
  • Total number of images: 89216
  • Total number of aspect buckets: 42
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None

yoga

  • Repeats: 0
  • Total number of images: 3576
  • Total number of aspect buckets: 21
  • Resolution: 1.0 megapixels
  • Cropped: False
  • Crop style: None
  • Crop aspect: None