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End of training

Browse files
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  ---
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  license: creativeml-openrail-m
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  base_model: stabilityai/stable-diffusion-2-1
 
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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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- - textual_inversion
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  inference: true
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  ---
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- # Textual inversion text2image fine-tuning - briannlongzhao/64
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- These are textual inversion adaption weights for stabilityai/stable-diffusion-2-1. You can find some example images in the following.
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  ---
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  license: creativeml-openrail-m
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  base_model: stabilityai/stable-diffusion-2-1
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+ instance_prompt: a photo of <new1> laptop computer
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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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+ - custom-diffusion
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  inference: true
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  ---
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+ # Custom Diffusion - briannlongzhao/64
 
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+ These are Custom Diffusion adaption weights for stabilityai/stable-diffusion-2-1. The weights were trained on a photo of <new1> laptop computer using [Custom Diffusion](https://www.cs.cmu.edu/~custom-diffusion). You can find some example images in the following.
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+
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+
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+
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+ For more details on the training, please follow [this link](https://github.com/huggingface/diffusers/blob/main/examples/custom_diffusion).
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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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+ center_crop: false
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+ checkpointing_steps: 250
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+ checkpoints_total_limit: null
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+ class_data_dir: null
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+ class_name: laptop computer
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+ class_prompt: null
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+ concepts_list: null
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+ dataloader_num_workers: 2
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+ enable_xformers_memory_efficient_attention: false
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+ freeze_model: crossattn_kv
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+ gradient_accumulation_steps: 1
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+ gradient_checkpointing: true
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+ hflip: true
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+ hub_model_id: null
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+ hub_token: null
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+ idx: 64
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+ initializer_token: ktn+pll+ucd
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+ instance_data_dir: /mnt/default/imagenet/images/train_small/n03642806
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+ instance_prompt: a photo of <new1> laptop computer
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+ learning_rate: 1.0e-05
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+ local_rank: -1
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+ logging_dir: logs
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+ lr_scheduler: constant
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+ lr_warmup_steps: 0
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+ max_grad_norm: 1.0
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+ max_train_steps: null
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+ mixed_precision: fp16
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+ modifier_token: <new1>
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+ no_safe_serialization: true
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+ noaug: false
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+ num_class_images: 200
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+ num_train_epochs: 5
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+ num_validation_images: 2
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+ output_dir: /mnt/default/custom_diffusion_models_small/64
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+ pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1
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+ prior_generation_precision: null
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+ prior_loss_weight: 1.0
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+ push_to_hub: true
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+ real_prior: false
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+ report_to: tensorboard
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+ resolution: 512
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+ resume_from_checkpoint: null
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+ revision: null
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+ sample_batch_size: 4
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+ scale_lr: true
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+ seed: 42
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+ set_grads_to_none: false
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+ train_batch_size: 4
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+ use_8bit_adam: true
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+ validation_prompt: null
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+ validation_steps: 50
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+ with_prior_preservation: false
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+ wnid: n03642806
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