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--- |
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library_name: keras |
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license: apache-2.0 |
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tags: |
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- keras |
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- stable-diffusion |
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- text-to-image |
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- keras-dreambooth |
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- consentful |
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--- |
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## Model description |
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This is a Keras Dreambooth model fine-tuned to some 18th century etching artworks by italian artist [Giambattista Piranesi](https://en.wikipedia.org/wiki/Giovanni_Battista_Piranesi). |
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A few samples below |
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## Intended uses & limitations |
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The base prompt is "image of monuments in sks style". |
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A slightly better prompt would be "image of monuments in sks style, 8k, high quality, old paper" with negative prompt "distorted". |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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| Hyperparameters | Value | |
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| :-- | :-- | |
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| inner_optimizer.class_name | Custom>RMSprop | |
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| inner_optimizer.config.name | RMSprop | |
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| inner_optimizer.config.weight_decay | None | |
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| inner_optimizer.config.clipnorm | None | |
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| inner_optimizer.config.global_clipnorm | None | |
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| inner_optimizer.config.clipvalue | None | |
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| inner_optimizer.config.use_ema | False | |
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| inner_optimizer.config.ema_momentum | 0.99 | |
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| inner_optimizer.config.ema_overwrite_frequency | 100 | |
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| inner_optimizer.config.jit_compile | True | |
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| inner_optimizer.config.is_legacy_optimizer | False | |
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| inner_optimizer.config.learning_rate | 0.0010000000474974513 | |
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| inner_optimizer.config.rho | 0.9 | |
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| inner_optimizer.config.momentum | 0.0 | |
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| inner_optimizer.config.epsilon | 1e-07 | |
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| inner_optimizer.config.centered | False | |
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| dynamic | True | |
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| initial_scale | 32768.0 | |
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| dynamic_growth_steps | 2000 | |
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| training_precision | mixed_float16 | |
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