README.md

---
library_name: keras-hub
---
This is a [`StableDiffusion3` model](https://keras.io/api/keras_hub/models/stable_diffusion3) uploaded using the KerasHub library and can be used with JAX, TensorFlow, and PyTorch backends.
Model config:
* **name:** stable_diffusion_3.5_backbone
* **trainable:** True
* **mmdit_patch_size:** 2
* **mmdit_hidden_dim:** 2432
* **mmdit_num_layers:** 38
* **mmdit_num_heads:** 38
* **mmdit_position_size:** 192
* **mmdit_qk_norm:** rms_norm
* **vae:** {'module': 'keras_hub.src.models.vae.vae_backbone', 'class_name': 'VAEBackbone', 'config': {'name': 'vae', 'trainable': True, 'encoder_num_filters': [128, 256, 512, 512], 'encoder_num_blocks': [2, 2, 2, 2], 'decoder_num_filters': [512, 512, 256, 128], 'decoder_num_blocks': [3, 3, 3, 3], 'sampler_method': 'sample', 'input_channels': 3, 'sample_channels': 32, 'output_channels': 3, 'scale': 1.5305, 'shift': 0.0609}, 'registered_name': 'VAEBackbone'}
* **clip_l:** {'module': 'keras_hub.src.models.clip.clip_text_encoder', 'class_name': 'CLIPTextEncoder', 'config': {'name': 'clip_l', 'trainable': True, 'vocabulary_size': 49408, 'embedding_dim': 768, 'hidden_dim': 768, 'num_layers': 12, 'num_heads': 12, 'intermediate_dim': 3072, 'intermediate_activation': 'quick_gelu', 'intermediate_output_index': 10, 'max_sequence_length': 77}, 'registered_name': 'CLIPTextEncoder'}
* **clip_g:** {'module': 'keras_hub.src.models.clip.clip_text_encoder', 'class_name': 'CLIPTextEncoder', 'config': {'name': 'clip_g', 'trainable': True, 'vocabulary_size': 49408, 'embedding_dim': 1280, 'hidden_dim': 1280, 'num_layers': 32, 'num_heads': 20, 'intermediate_dim': 5120, 'intermediate_activation': 'gelu', 'intermediate_output_index': 30, 'max_sequence_length': 77}, 'registered_name': 'CLIPTextEncoder'}
* **t5:** None
* **latent_channels:** 16
* **output_channels:** 3
* **num_train_timesteps:** 1000
* **shift:** 3.0
* **image_shape:** [1024, 1024, 3]

This model card has been generated automatically and should be completed by the model author. See [Model Cards documentation](https://huggingface.co/docs/hub/model-cards) for more information.