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abwqr
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text2img_vision_4.0

Text-to-Image
Diffusers
TensorBoard
stable-diffusion
stable-diffusion-diffusers
lora
Model card Files
xet
 Metrics Community
abwqr commited on
Commit
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End of training

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Files changed (12) hide show
  1. README.md +21 -0
  2. image_0.png +0 -0
  3. image_1.png +0 -0
  4. image_2.png +0 -0
  5. image_3.png +0 -0
  6. logs/text2image-fine-tune/1689960706.9019105/events.out.tfevents.1689960706.ac079844b2ab.12705.1 +3 -0
  7. logs/text2image-fine-tune/1689960706.904669/hparams.yml +49 -0
  8. logs/text2image-fine-tune/1689960996.7349842/events.out.tfevents.1689960996.ac079844b2ab.13973.1 +3 -0
  9. logs/text2image-fine-tune/1689960996.737452/hparams.yml +49 -0
  10. logs/text2image-fine-tune/events.out.tfevents.1689960706.ac079844b2ab.12705.0 +3 -0
  11. logs/text2image-fine-tune/events.out.tfevents.1689960996.ac079844b2ab.13973.0 +3 -0
  12. pytorch_lora_weights.bin +3 -0
README.md ADDED
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+
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+ ---
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+ license: creativeml-openrail-m
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+ base_model: runwayml/stable-diffusion-v1-5
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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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+ - lora
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+ inference: true
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+ ---
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+
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+ # LoRA text2image fine-tuning - abwqr/text2img_vision_4.0
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+ These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the abwqr/chwi_saab dataset. You can find some example images in the following.
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+
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+ ![img_0](./image_0.png)
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+ ![img_1](./image_1.png)
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+ ![img_2](./image_2.png)
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+ ![img_3](./image_3.png)
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+
image_0.png ADDED
image_1.png ADDED
image_2.png ADDED
image_3.png ADDED
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+ size 2280
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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: text
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+ center_crop: true
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+ checkpointing_steps: 20
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+ checkpoints_total_limit: null
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+ dataloader_num_workers: 8
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+ dataset_config_name: null
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+ dataset_name: abwqr/chwi_saab
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+ enable_xformers_memory_efficient_attention: false
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+ gradient_accumulation_steps: 4
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+ gradient_checkpointing: true
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+ hub_model_id: abwqr/text2img_vision_4.0
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+ hub_token: null
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+ image_column: image
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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_samples: null
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+ max_train_steps: 1
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+ mixed_precision: null
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+ noise_offset: 0
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+ num_train_epochs: 1
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+ num_validation_images: 4
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+ output_dir: abwqr/text2img_vision_4.0
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+ prediction_type: null
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+ pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
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+ push_to_hub: true
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+ random_flip: true
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+ rank: 4
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+ report_to: tensorboard
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+ resolution: 300
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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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+ snr_gamma: null
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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_epochs: 1
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+ validation_prompt: Abdullah Waqar Chaudhry as a cartoon
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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
6
+ cache_dir: null
7
+ caption_column: text
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+ center_crop: true
9
+ checkpointing_steps: 20
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+ checkpoints_total_limit: null
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+ dataloader_num_workers: 8
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+ dataset_config_name: null
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+ dataset_name: abwqr/chwi_saab
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+ enable_xformers_memory_efficient_attention: false
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+ gradient_accumulation_steps: 4
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+ gradient_checkpointing: true
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+ hub_model_id: abwqr/text2img_vision_4.0
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+ hub_token: null
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+ image_column: image
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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_samples: null
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+ max_train_steps: 1
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+ mixed_precision: null
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+ noise_offset: 0
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+ num_train_epochs: 1
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+ num_validation_images: 4
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+ output_dir: abwqr/text2img_vision_4.0
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+ prediction_type: null
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+ pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
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+ push_to_hub: true
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+ random_flip: true
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+ rank: 4
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+ report_to: tensorboard
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+ resolution: 300
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+ resume_from_checkpoint: null
41
+ revision: null
42
+ scale_lr: false
43
+ seed: null
44
+ snr_gamma: null
45
+ train_batch_size: 4
46
+ train_data_dir: null
47
+ use_8bit_adam: false
48
+ validation_epochs: 1
49
+ validation_prompt: Abdullah Waqar Chaudhry as a cartoon
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