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--- |
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license: other |
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base_model: "stabilityai/stable-diffusion-3.5-large" |
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tags: |
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- sd3 |
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- sd3-diffusers |
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- text-to-image |
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- diffusers |
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- simpletuner |
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- safe-for-work |
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- lora |
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- template:sd-lora |
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- lycoris |
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inference: true |
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widget: |
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- text: 'unconditional (blank prompt)' |
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parameters: |
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negative_prompt: 'blurry, cropped, ugly' |
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output: |
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url: ./assets/image_0_0.png |
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- text: 'A scene from the animated Studio Ghibli movie Spirited Away, where a man with kind eyes and a worn hat sits by a window, lost in thought, as light filters gently through sheer curtains.' |
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parameters: |
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negative_prompt: 'blurry, cropped, ugly' |
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output: |
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url: ./assets/image_1_0.png |
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- text: 'A scene from the animated Studio Ghibli movie Spirited Away, where a woman with long, windswept hair reads a book at an outdoor cafe, surrounded by blooming flowers and soft afternoon light.' |
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parameters: |
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negative_prompt: 'blurry, cropped, ugly' |
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output: |
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url: ./assets/image_2_0.png |
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- text: 'A scene from the animated Studio Ghibli movie Spirited Away, where a fluffy white cat curls up on a windowsill, basking in the warm sunlight, while soft curtains flutter in the breeze.' |
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parameters: |
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negative_prompt: 'blurry, cropped, ugly' |
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output: |
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url: ./assets/image_3_0.png |
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- text: 'A scene from the animated Studio Ghibli movie Spirited Away, where a glowing, antlered spirit wanders through a quiet forest, leaving a trail of shimmering footprints among the ferns.' |
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parameters: |
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negative_prompt: 'blurry, cropped, ugly' |
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output: |
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url: ./assets/image_4_0.png |
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- text: 'A photo-realistic image of a cat' |
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parameters: |
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negative_prompt: 'blurry, cropped, ugly' |
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output: |
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url: ./assets/image_5_0.png |
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--- |
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|
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# sd35-spirited-away-lokr |
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This is a LyCORIS adapter derived from [stabilityai/stable-diffusion-3.5-large](https://huggingface.co./stabilityai/stable-diffusion-3.5-large). |
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The main validation prompt used during training was: |
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``` |
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A photo-realistic image of a cat |
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``` |
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## Validation settings |
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- CFG: `5.0` |
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- CFG Rescale: `0.0` |
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- Steps: `20` |
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- Sampler: `None` |
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- Seed: `42` |
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- Resolution: `1024x1024` |
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Note: The validation settings are not necessarily the same as the [training settings](#training-settings). |
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You can find some example images in the following gallery: |
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<Gallery /> |
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The text encoder **was not** trained. |
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You may reuse the base model text encoder for inference. |
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## Training settings |
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|
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- Training epochs: 6 |
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- Training steps: 1300 |
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- Learning rate: 1e-07 |
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- Max grad norm: 0.01 |
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- Effective batch size: 4 |
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- Micro-batch size: 4 |
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- Gradient accumulation steps: 1 |
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- Number of GPUs: 1 |
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- Prediction type: flow-matching |
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- Rescaled betas zero SNR: False |
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- Optimizer: adamw_bf16 |
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- Precision: Pure BF16 |
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- Quantised: Yes: int8-quanto |
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- Xformers: Not used |
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- LyCORIS Config: |
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```json |
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{ |
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"bypass_mode": true, |
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"algo": "lokr", |
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"multiplier": 1.0, |
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"linear_dim": 1000000, |
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"linear_alpha": 1, |
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"factor": 1, |
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"full_matrix": true, |
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"apply_preset": { |
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"target_module": [ |
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"JointTransformerBlock" |
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], |
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"name_algo_map": { |
|
"transformer_blocks.0.norm1*": { |
|
"algo": "lokr", |
|
"factor": 1, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.0.norm1_context*": { |
|
"algo": "lokr", |
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"factor": 1, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.0.ff*": { |
|
"algo": "lokr", |
|
"factor": 1, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.0.*": { |
|
"algo": "lokr", |
|
"factor": 2, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.1.norm1*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.1.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.1.ff*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.1.*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.2.norm1*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.2.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.2.ff*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.2.*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.3.norm1*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.3.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.3.ff*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.3.*": { |
|
"algo": "lokr", |
|
"factor": 14, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.4.norm1*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.4.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.4.ff*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.4.*": { |
|
"algo": "lokr", |
|
"factor": 12, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.5.norm1*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.5.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.5.ff*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.5.*": { |
|
"algo": "lokr", |
|
"factor": 14, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.6.norm1*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.6.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.6.ff*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.6.*": { |
|
"algo": "lokr", |
|
"factor": 14, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.7.norm1*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.7.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.7.ff*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.7.*": { |
|
"algo": "lokr", |
|
"factor": 14, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.8.norm1*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.8.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.8.ff*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.8.*": { |
|
"algo": "lokr", |
|
"factor": 16, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.9.norm1*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.9.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.9.ff*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.9.*": { |
|
"algo": "lokr", |
|
"factor": 16, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.10.norm1*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.10.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.10.ff*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.10.*": { |
|
"algo": "lokr", |
|
"factor": 14, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.11.norm1*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.11.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.11.ff*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.11.*": { |
|
"algo": "lokr", |
|
"factor": 14, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.12.norm1*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.12.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.12.ff*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.12.*": { |
|
"algo": "lokr", |
|
"factor": 14, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.13.norm1*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.13.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.13.ff*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.13.*": { |
|
"algo": "lokr", |
|
"factor": 16, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.14.norm1*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.14.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.14.ff*": { |
|
"algo": "lokr", |
|
"factor": 7, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.14.*": { |
|
"algo": "lokr", |
|
"factor": 14, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.15.norm1*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.15.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.15.ff*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.15.*": { |
|
"algo": "lokr", |
|
"factor": 12, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.16.norm1*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.16.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.16.ff*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.16.*": { |
|
"algo": "lokr", |
|
"factor": 12, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.17.norm1*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.17.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.17.ff*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.17.*": { |
|
"algo": "lokr", |
|
"factor": 12, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.18.norm1*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.18.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.18.ff*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.18.*": { |
|
"algo": "lokr", |
|
"factor": 12, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.19.norm1*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.19.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.19.ff*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.19.*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.20.norm1*": { |
|
"algo": "lokr", |
|
"factor": 5, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.20.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 5, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.20.ff*": { |
|
"algo": "lokr", |
|
"factor": 5, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.20.*": { |
|
"algo": "lokr", |
|
"factor": 10, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.21.norm1*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.21.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.21.ff*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.21.*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.22.norm1*": { |
|
"algo": "lokr", |
|
"factor": 5, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.22.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 5, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.22.ff*": { |
|
"algo": "lokr", |
|
"factor": 5, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.22.*": { |
|
"algo": "lokr", |
|
"factor": 10, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.23.norm1*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.23.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.23.ff*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.23.*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.24.norm1*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.24.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.24.ff*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.24.*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.25.norm1*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.25.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.25.ff*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.25.*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.26.norm1*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.26.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.26.ff*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.26.*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.27.norm1*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.27.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.27.ff*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.27.*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.28.norm1*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.28.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.28.ff*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.28.*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.29.norm1*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.29.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.29.ff*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.29.*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.30.norm1*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.30.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.30.ff*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.30.*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.31.norm1*": { |
|
"algo": "lokr", |
|
"factor": 1, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.31.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 1, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.31.ff*": { |
|
"algo": "lokr", |
|
"factor": 1, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.31.*": { |
|
"algo": "lokr", |
|
"factor": 2, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.32.norm1*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.32.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.32.ff*": { |
|
"algo": "lokr", |
|
"factor": 4, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.32.*": { |
|
"algo": "lokr", |
|
"factor": 8, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.33.norm1*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.33.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.33.ff*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.33.*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.34.norm1*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.34.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.34.ff*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.34.*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.35.norm1*": { |
|
"algo": "lokr", |
|
"factor": 1, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.35.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 1, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.35.ff*": { |
|
"algo": "lokr", |
|
"factor": 1, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.35.*": { |
|
"algo": "lokr", |
|
"factor": 2, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.36.norm1*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.36.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.36.ff*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.36.*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.37.norm1*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.37.norm1_context*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.37.ff*": { |
|
"algo": "lokr", |
|
"factor": 3, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
}, |
|
"transformer_blocks.37.*": { |
|
"algo": "lokr", |
|
"factor": 6, |
|
"linear_dim": 1000000, |
|
"linear_alpha": 1, |
|
"full_matrix": true |
|
} |
|
}, |
|
"use_fnmatch": true |
|
} |
|
} |
|
``` |
|
|
|
## Datasets |
|
|
|
### screencaps-1024 |
|
- Repeats: 0 |
|
- Total number of images: 379 |
|
- Total number of aspect buckets: 1 |
|
- Resolution: 1.048576 megapixels |
|
- Cropped: False |
|
- Crop style: None |
|
- Crop aspect: None |
|
- Used for regularisation data: No |
|
### screencaps-1024-crop |
|
- Repeats: 0 |
|
- Total number of images: 379 |
|
- Total number of aspect buckets: 1 |
|
- Resolution: 1.048576 megapixels |
|
- Cropped: True |
|
- Crop style: random |
|
- Crop aspect: square |
|
- Used for regularisation data: No |
|
|
|
|
|
## Inference |
|
|
|
|
|
```python |
|
import torch |
|
from diffusers import DiffusionPipeline |
|
from lycoris import create_lycoris_from_weights |
|
|
|
model_id = 'stabilityai/stable-diffusion-3.5-large' |
|
adapter_id = 'pytorch_lora_weights.safetensors' # you will have to download this manually |
|
lora_scale = 1.0 |
|
wrapper, _ = create_lycoris_from_weights(lora_scale, adapter_id, pipeline.transformer) |
|
wrapper.merge_to() |
|
|
|
prompt = "A photo-realistic image of a cat" |
|
negative_prompt = 'blurry, cropped, ugly' |
|
pipeline.to('cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu') |
|
image = pipeline( |
|
prompt=prompt, |
|
negative_prompt=negative_prompt, |
|
num_inference_steps=20, |
|
generator=torch.Generator(device='cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu').manual_seed(1641421826), |
|
width=1024, |
|
height=1024, |
|
guidance_scale=5.0, |
|
).images[0] |
|
image.save("output.png", format="PNG") |
|
``` |
|
|
|
|
