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--- |
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library_name: keras |
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license: apache-2.0 |
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datasets: |
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- danwaldie/dreambooth |
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pipeline_tag: text-to-image |
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tags: |
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- keras-dreambooth |
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- nature |
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--- |
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## Model description |
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Dreambooth fine-tuned for pictures of my dog, Teddy. Prompts with "teddy_holmes dog" as the unique identifier + class label. |
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The model seems overtrained on the poses supplied in the training images. |
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### About Teddy |
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Teddy is a Mini Double Doodle. He's the offspring of a Labradoodle and a Mini Golden Doodle, so he is one half Poodle, one quarter Labrador Retriever, and one quarter Golden Retriever. |
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## Examples |
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## Intended uses & limitations |
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Anyone is welcome to use the model if they want to generate pictures of an adorable dog doing interesting things. |
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## Training and evaluation data |
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More information needed |
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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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## Model Plot |
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<details> |
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<summary>View Model Plot</summary> |
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</details> |
