| --- |
| 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). |
|
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| 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). |
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|
| <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: 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 |
| |
| |
