---
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](https://huggingface.co/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: `1024x1024,1152x960,896x1152`

Note: The validation settings are not necessarily the same as the [training settings](#training-settings).




<Gallery />

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


## Training settings

- Training epochs: 4
- Training steps: 48700
- Learning rate: 4e-07
- Effective batch size: 32
  - Micro-batch size: 4
  - Gradient accumulation steps: 8
- 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: 3
- Resolution: 1.0 megapixels
- Cropped: True
- Crop style: random
- Crop aspect: random
### movieposters
- Repeats: 0
- Total number of images: 1696
- 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: 1088
- 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: 640
- 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: 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: 1056
- Total number of aspect buckets: 3
- Resolution: 1.0 megapixels
- Cropped: True
- Crop style: random
- Crop aspect: random
### signs
- 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
### moviecollection
- Repeats: 0
- Total number of images: 1856
- 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: 768
- 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: 640
- 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: 3008
- 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: 800
- 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: 21056
- 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: 10784
- 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: 16352
- 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: 89248
- 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: 3552
- Total number of aspect buckets: 3
- Resolution: 1.0 megapixels
- Cropped: True
- Crop style: random
- Crop aspect: random