End of training

README.md

@@ -2,21 +2,16 @@
 ---
 license: creativeml-openrail-m
 base_model: stabilityai/stable-diffusion-2-1
-instance_prompt: a photo of <new1> computer keyboard
 tags:
 - stable-diffusion
 - stable-diffusion-diffusers
 - text-to-image
 - diffusers
-- custom-diffusion
+- textual_inversion
 inference: true
 ---
     
-# Custom Diffusion - briannlongzhao/54
+# Textual inversion text2image fine-tuning - briannlongzhao/54
+These are textual inversion adaption weights for stabilityai/stable-diffusion-2-1. You can find some example images in the following. 
 
-These are Custom Diffusion adaption weights for stabilityai/stable-diffusion-2-1. The weights were trained on a photo of <new1> computer keyboard using [Custom Diffusion](https://www.cs.cmu.edu/~custom-diffusion). You can find some example images in the following. 
 
-
-
-
-For more details on the training, please follow [this link](https://github.com/huggingface/diffusers/blob/main/examples/custom_diffusion).

learned_embeds.safetensors

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logs/textual_inversion/1706463888.2388463/events.out.tfevents.1706463888.node-0.2724.1

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logs/textual_inversion/1706463889.169598/hparams.yml

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+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 500
+checkpoints_total_limit: null
+class_name: computer keyboard
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: true
+gradient_accumulation_steps: 4
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+idx: 54
+initializer_token: computer keyboard
+learnable_property: object
+learning_rate: 0.008
+local_rank: -1
+logging_dir: logs
+lr_num_cycles: 1
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_train_steps: 35
+mixed_precision: fp16
+no_safe_serialization: false
+num_train_epochs: 5
+num_validation_images: 4
+num_vectors: 1
+output_dir: /mnt/default/textual_inversion_models_medium/54
+placeholder_token: <computer keyboard>
+pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1
+push_to_hub: true
+repeats: 1
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+save_as_full_pipeline: false
+save_steps: 500
+scale_lr: true
+seed: null
+tokenizer_name: null
+train_batch_size: 4
+train_data_dir: /mnt/default/imagenet/images/train_medium/n03085013
+validation_epochs: null
+validation_prompt: null
+validation_steps: 100
+wnid: n03085013

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text_encoder/model.safetensors

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