HardDiffusion

• HardDiffusion package
  • Submodules
  • HardDiffusion.asgi module
  • HardDiffusion.celery module
    • WorkerHealthMonitor
      • WorkerHealthMonitor.name
      • WorkerHealthMonitor.requires
      • WorkerHealthMonitor.start()
      • WorkerHealthMonitor.stop()
    • schedule_health_check()
  • HardDiffusion.logs module
  • HardDiffusion.redthis module
  • HardDiffusion.settings module
    • dumps()
    • loads()
  • HardDiffusion.urls module
  • HardDiffusion.wsgi module
• api package
  • Submodules
  • api.admin module
  • api.apps module
    • ApiConfig
      • ApiConfig.default_auto_field
      • ApiConfig.name
  • api.models module
  • api.tests module
  • api.urls module
  • api.views module
• generate package
  • Subpackages
    • generate.templatetags package
      • Submodules
      • generate.templatetags.model_extras module
  • Submodules
  • generate.admin module
  • generate.apps module
    • GenerateConfig
      • GenerateConfig.default_auto_field
      • GenerateConfig.name
  • generate.consumers module
    • GenerateConsumer
      • GenerateConsumer.connect()
      • GenerateConsumer.disconnect()
      • GenerateConsumer.event_message()
      • GenerateConsumer.receive()
  • generate.file_utils module
    • download_and_cache_models()
    • get_allowed_patterns()
    • get_cached_folder()
    • get_checkpoint_path()
    • load_checkpoint()
  • generate.image module
    • generate_image_status()
    • get_generator()
    • numpy_to_pil()
    • render_image()
    • save_error()
    • save_generated_image()
  • generate.input_validation module
    • validate_callback_steps()
    • validate_generator_and_batch_size()
    • validate_initial_image_latents()
    • validate_negative_prompt_and_embeds()
    • validate_prompt_and_embeds()
    • validate_prompt_and_negative_embeds_shape()
    • validate_prompt_type()
    • validate_strength_range()
    • validate_width_and_height()
  • generate.load_pipeline module
    • from_pretrained()
    • get_allow_and_ignore_patterns_with_user_agent()
    • is_safetensors_compatible()
  • generate.models module
    • GeneratedImage
      • GeneratedImage.DoesNotExist
      • GeneratedImage.MultipleObjectsReturned
      • GeneratedImage.batch_number
      • GeneratedImage.created_at
      • GeneratedImage.duration
      • GeneratedImage.error
      • GeneratedImage.filename
      • GeneratedImage.generated_at
      • GeneratedImage.get_next_by_created_at()
      • GeneratedImage.get_previous_by_created_at()
      • GeneratedImage.guidance_scale
      • GeneratedImage.height
      • GeneratedImage.host
      • GeneratedImage.id
      • GeneratedImage.model
      • GeneratedImage.negative_prompt
      • GeneratedImage.nsfw
      • GeneratedImage.num_inference_steps
      • GeneratedImage.objects
      • GeneratedImage.owner
      • GeneratedImage.owner_id
      • GeneratedImage.prompt
      • GeneratedImage.seed
      • GeneratedImage.task_id
      • GeneratedImage.width
    • RenderWorkerDevice
      • RenderWorkerDevice.DoesNotExist
      • RenderWorkerDevice.MultipleObjectsReturned
      • RenderWorkerDevice.allocated_memory
      • RenderWorkerDevice.cached_memory
      • RenderWorkerDevice.created_at
      • RenderWorkerDevice.device_id
      • RenderWorkerDevice.device_name
      • RenderWorkerDevice.get_next_by_created_at()
      • RenderWorkerDevice.get_next_by_last_update_at()
      • RenderWorkerDevice.get_previous_by_created_at()
      • RenderWorkerDevice.get_previous_by_last_update_at()
      • RenderWorkerDevice.host
      • RenderWorkerDevice.id
      • RenderWorkerDevice.last_update_at
      • RenderWorkerDevice.objects
      • RenderWorkerDevice.total_memory
  • generate.noise module
    • decode_latents()
    • denoise()
  • generate.pipeline module
    • HardDiffusionPipeline
      • HardDiffusionPipeline.add_difference()
      • HardDiffusionPipeline.check_inputs()
      • HardDiffusionPipeline.create_final_pipeline()
      • HardDiffusionPipeline.decode_latents()
      • HardDiffusionPipeline.enable_sequential_cpu_offload()
      • HardDiffusionPipeline.from_single_model()
      • HardDiffusionPipeline.get_timesteps()
      • HardDiffusionPipeline.inv_sigmoid()
      • HardDiffusionPipeline.merge()
      • HardDiffusionPipeline.prepare_extra_step_kwargs()
      • HardDiffusionPipeline.prepare_latents()
      • HardDiffusionPipeline.run_safety_checker()
      • HardDiffusionPipeline.sigmoid()
      • HardDiffusionPipeline.validate_mergable_models()
      • HardDiffusionPipeline.weighted_sum()
    • get_pipeline()
    • preprocess()
    • validate_safety_checker()
  • generate.pipeline_configuration module
    • PipelineConfiguration
      • PipelineConfiguration.keys
      • PipelineConfiguration.remove_config_keys()
  • generate.pipeline_doc_example module
  • generate.prompt module
    • duplicate_embeddings()
    • get_attention_mask()
    • get_embed_from_prompt()
    • get_embeds_from_text_encoding()
    • get_unconditional_embed()
  • generate.render_devices module
    • get_render_devices_by_id()
    • update_render_device_stats()
  • generate.routing module
  • generate.schedulers module
    • validate_clip_sample()
    • validate_steps_offset()
  • generate.serializers module
    • GeneratedImageSerializer
      • GeneratedImageSerializer.Meta
      • GeneratedImageSerializer.create()
      • GeneratedImageSerializer.update()
  • generate.tasks module
    • ensure_model_name()
  • generate.tests module
    • TestGeneratedImage
      • TestGeneratedImage.setUp()
      • TestGeneratedImage.test_nsfw_anything()
      • TestGeneratedImage.test_nsfw_black_image()
      • TestGeneratedImage.test_nsfw_no_black_image()
      • TestGeneratedImage.test_render_image()
      • TestGeneratedImage.test_render_nfsw_image()
    • image_diff()
  • generate.unet_utils module
    • validate_unet_sample_size()
  • generate.urls module
  • generate.views module
    • GeneratedImageViewSet
      • GeneratedImageViewSet.basename
      • GeneratedImageViewSet.description
      • GeneratedImageViewSet.detail
      • GeneratedImageViewSet.name
      • GeneratedImageViewSet.perform_create()
      • GeneratedImageViewSet.permission_classes
      • GeneratedImageViewSet.queryset
      • GeneratedImageViewSet.serializer_class
      • GeneratedImageViewSet.suffix
    • csrf_form()
    • images()
    • index()
    • queue_prompt()
    • renderer_health()
    • renderer_status()
  • generate.warnings module
• model package
  • Submodules
  • model.admin module
  • model.apps module
    • ModelConfig
      • ModelConfig.default_auto_field
      • ModelConfig.name
  • model.models module
    • AudioClassificationModel
      • AudioClassificationModel.DoesNotExist
      • AudioClassificationModel.MultipleObjectsReturned
      • AudioClassificationModel.id
      • AudioClassificationModel.objects
    • ConversationalModel
      • ConversationalModel.DoesNotExist
      • ConversationalModel.MultipleObjectsReturned
      • ConversationalModel.id
      • ConversationalModel.objects
    • DepthEstimationModel
      • DepthEstimationModel.DoesNotExist
      • DepthEstimationModel.MultipleObjectsReturned
      • DepthEstimationModel.id
      • DepthEstimationModel.objects
    • FeatureExtractionModel
      • FeatureExtractionModel.DoesNotExist
      • FeatureExtractionModel.MultipleObjectsReturned
      • FeatureExtractionModel.id
      • FeatureExtractionModel.objects
    • ImageClassificationModel
      • ImageClassificationModel.DoesNotExist
      • ImageClassificationModel.MultipleObjectsReturned
      • ImageClassificationModel.id
      • ImageClassificationModel.objects
    • ImageSegmentationModel
      • ImageSegmentationModel.DoesNotExist
      • ImageSegmentationModel.MultipleObjectsReturned
      • ImageSegmentationModel.id
      • ImageSegmentationModel.objects
    • ImageToImageModel
      • ImageToImageModel.DoesNotExist
      • ImageToImageModel.MultipleObjectsReturned
      • ImageToImageModel.id
      • ImageToImageModel.objects
    • ImageToTextModel
      • ImageToTextModel.DoesNotExist
      • ImageToTextModel.MultipleObjectsReturned
      • ImageToTextModel.id
      • ImageToTextModel.objects
    • ModelMixin
      • ModelMixin.Meta
      • ModelMixin.likes
      • ModelMixin.model_id
    • ObjectDetectionModel
      • ObjectDetectionModel.DoesNotExist
      • ObjectDetectionModel.MultipleObjectsReturned
      • ObjectDetectionModel.id
      • ObjectDetectionModel.objects
    • TextClassificationModel
      • TextClassificationModel.DoesNotExist
      • TextClassificationModel.MultipleObjectsReturned
      • TextClassificationModel.id
      • TextClassificationModel.objects
    • TextGenerationModel
      • TextGenerationModel.DoesNotExist
      • TextGenerationModel.MultipleObjectsReturned
      • TextGenerationModel.id
      • TextGenerationModel.objects
    • TextToImageModel
      • TextToImageModel.DoesNotExist
      • TextToImageModel.MultipleObjectsReturned
      • TextToImageModel.id
      • TextToImageModel.objects
    • TextToSpeechModel
      • TextToSpeechModel.DoesNotExist
      • TextToSpeechModel.MultipleObjectsReturned
      • TextToSpeechModel.id
      • TextToSpeechModel.objects
    • TextToTextModel
      • TextToTextModel.DoesNotExist
      • TextToTextModel.MultipleObjectsReturned
      • TextToTextModel.id
      • TextToTextModel.objects
    • TokenClassificationModel
      • TokenClassificationModel.DoesNotExist
      • TokenClassificationModel.MultipleObjectsReturned
      • TokenClassificationModel.id
      • TokenClassificationModel.objects
    • TranslationModel
      • TranslationModel.DoesNotExist
      • TranslationModel.MultipleObjectsReturned
      • TranslationModel.id
      • TranslationModel.objects
    • UnconditionalImageGenerationModel
      • UnconditionalImageGenerationModel.DoesNotExist
      • UnconditionalImageGenerationModel.MultipleObjectsReturned
      • UnconditionalImageGenerationModel.id
      • UnconditionalImageGenerationModel.objects
    • VideoClassificationModel
      • VideoClassificationModel.DoesNotExist
      • VideoClassificationModel.MultipleObjectsReturned
      • VideoClassificationModel.id
      • VideoClassificationModel.objects
  • model.tests module
  • model.urls module
  • model.views module
    • add_huggingface_model()
    • add_model()
    • get_hf_filter()
    • redirect_with_pipeline_tag()
    • remove_huggingface_model()
    • remove_model()
    • render_search()
    • search_hugging_face_models()
    • search_huggingface_models()
• train package
  • Submodules
  • train.admin module
  • train.apps module
    • TrainConfig
      • TrainConfig.default_auto_field
      • TrainConfig.name
  • train.models module
  • train.tests module
  • train.urls module
  • train.views module
    • index()
• user package
  • Submodules
  • user.admin module
  • user.apps module
    • UserConfig
      • UserConfig.default_auto_field
      • UserConfig.name
  • user.models module
    • User
      • User.DoesNotExist
      • User.MultipleObjectsReturned
      • User.generated_images
      • User.get_next_by_date_joined()
      • User.get_previous_by_date_joined()
      • User.groups
      • User.huggingface_token
      • User.id
      • User.logentry_set
      • User.user_permissions
  • user.permissions module
    • HasOwner
      • HasOwner.owner
    • IsOwnerOrReadOnly
      • IsOwnerOrReadOnly.has_object_permission()
  • user.serializers module
    • UserSerializer
      • UserSerializer.Meta
  • user.tests module
  • user.views module
    • UserViewSet
      • UserViewSet.basename
      • UserViewSet.description
      • UserViewSet.detail
      • UserViewSet.name
      • UserViewSet.queryset
      • UserViewSet.serializer_class
      • UserViewSet.suffix