Wouter01 commited on
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End of training

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README.md ADDED
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+ ---
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+ license: creativeml-openrail-m
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+ library_name: diffusers
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+ tags:
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+ - stable-diffusion
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+ - stable-diffusion-diffusers
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+ - text-to-image
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+ - diffusers
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+ - controlnet
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+ - diffusers-training
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+ base_model: stabilityai/stable-diffusion-2-1-base
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+ inference: true
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the training script had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+
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+ # controlnet-Wouter01/diffusion_model_out
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+
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+ These are controlnet weights trained on stabilityai/stable-diffusion-2-1-base with new type of conditioning.
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+ You can find some example images below.
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+
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+ prompt: The same image but fixing small physical and illumination inconsistencies
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+ ![images_0)](./images_0.png)
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+ prompt: The same image but fixing small physical and illumination inconsistencies
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+ ![images_1)](./images_1.png)
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+
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+
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+
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+ ## Intended uses & limitations
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+
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+ #### How to use
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+
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+ ```python
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+ # TODO: add an example code snippet for running this diffusion pipeline
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+ ```
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+
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+ #### Limitations and bias
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+
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+ [TODO: provide examples of latent issues and potential remediations]
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+
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+ ## Training details
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+
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+ [TODO: describe the data used to train the model]
config.json ADDED
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+ {
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+ "_class_name": "ControlNetModel",
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+ "_diffusers_version": "0.28.0.dev0",
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+ "act_fn": "silu",
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+ "addition_embed_type": null,
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+ "addition_embed_type_num_heads": 64,
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+ "addition_time_embed_dim": null,
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+ "attention_head_dim": [
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+ 5,
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+ 10,
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+ 20,
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+ 20
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+ ],
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+ "block_out_channels": [
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+ 320,
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+ 640,
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+ 1280,
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+ 1280
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+ ],
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+ "class_embed_type": null,
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+ "conditioning_channels": 3,
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+ "conditioning_embedding_out_channels": [
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+ 16,
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+ 32,
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+ 96,
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+ 256
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+ ],
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+ "controlnet_conditioning_channel_order": "rgb",
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+ "cross_attention_dim": 1024,
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+ "down_block_types": [
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+ "CrossAttnDownBlock2D",
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+ "CrossAttnDownBlock2D",
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+ "CrossAttnDownBlock2D",
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+ "DownBlock2D"
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+ ],
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+ "downsample_padding": 1,
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+ "encoder_hid_dim": null,
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+ "encoder_hid_dim_type": null,
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+ "flip_sin_to_cos": true,
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+ "freq_shift": 0,
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+ "global_pool_conditions": false,
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+ "in_channels": 4,
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+ "layers_per_block": 2,
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+ "mid_block_scale_factor": 1,
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+ "mid_block_type": "UNetMidBlock2DCrossAttn",
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+ "norm_eps": 1e-05,
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+ "norm_num_groups": 32,
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+ "num_attention_heads": null,
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+ "num_class_embeds": null,
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+ "only_cross_attention": false,
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+ "projection_class_embeddings_input_dim": null,
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+ "resnet_time_scale_shift": "default",
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+ "transformer_layers_per_block": 1,
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+ "upcast_attention": false,
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+ "use_linear_projection": true
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+ }
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+ size 1456953560
image_control.png ADDED
images_0.png ADDED
images_1.png ADDED
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+ adam_beta1: 0.9
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+ adam_beta2: 0.999
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+ adam_epsilon: 1.0e-08
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+ adam_weight_decay: 0.01
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+ allow_tf32: false
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+ cache_dir: null
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+ caption_column: prompt
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+ checkpointing_steps: 5000
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+ checkpoints_total_limit: null
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+ conditioning_image_column: conditioning_image
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+ controlnet_model_name_or_path: null
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+ dataloader_num_workers: 0
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+ dataset_config_name: null
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+ dataset_name: Wouter01/re10ksmalltest
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+ enable_xformers_memory_efficient_attention: true
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+ gradient_accumulation_steps: 1
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+ gradient_checkpointing: false
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+ hub_model_id: null
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+ hub_token: null
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+ image_column: ground_truth_image
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+ learning_rate: 1.0e-05
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+ logging_dir: logs
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+ lr_num_cycles: 1
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+ lr_power: 1.0
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+ lr_scheduler: constant
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+ lr_warmup_steps: 500
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+ max_grad_norm: 1.0
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+ max_train_samples: null
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+ max_train_steps: 2127
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+ mixed_precision: null
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+ num_train_epochs: 3
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+ num_validation_images: 4
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+ output_dir: diffusion_model_out
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+ pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
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+ proportion_empty_prompts: 0
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+ push_to_hub: true
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+ report_to: tensorboard
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+ resolution: 256
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+ resume_from_checkpoint: null
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+ revision: null
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+ scale_lr: false
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+ seed: null
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+ set_grads_to_none: false
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+ tokenizer_name: null
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+ tracker_project_name: controlnet
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+ train_batch_size: 4
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+ train_data_dir: null
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+ use_8bit_adam: false
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+ validation_steps: 5000
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+ variant: null
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+ adam_beta1: 0.9
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+ adam_beta2: 0.999
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+ adam_epsilon: 1.0e-08
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+ adam_weight_decay: 0.01
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+ allow_tf32: false
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+ cache_dir: null
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+ caption_column: prompt
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+ checkpointing_steps: 5000
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+ checkpoints_total_limit: null
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+ conditioning_image_column: conditioning_image
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+ controlnet_model_name_or_path: null
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+ dataloader_num_workers: 0
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+ dataset_config_name: null
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+ dataset_name: Wouter01/re10ksmalltest
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+ enable_xformers_memory_efficient_attention: true
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+ gradient_checkpointing: false
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+ hub_model_id: null
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+ hub_token: null
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+ image_column: ground_truth_image
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+ learning_rate: 1.0e-05
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+ logging_dir: logs
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+ lr_num_cycles: 1
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+ lr_power: 1.0
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+ lr_scheduler: constant
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+ lr_warmup_steps: 500
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+ max_grad_norm: 1.0
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+ max_train_samples: null
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+ max_train_steps: 2127
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+ mixed_precision: null
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+ num_train_epochs: 3
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+ num_validation_images: 4
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+ output_dir: diffusion_model_out
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+ pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
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+ proportion_empty_prompts: 0
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+ push_to_hub: true
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+ tracker_project_name: controlnet
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+ train_batch_size: 4
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+ validation_steps: 5000
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