---
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: `1024,1280x768,832x1216`

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: 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