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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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# LoRA text2image fine-tuning - stillerman/trdne-smol |
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These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the stillerman/rugs-filtered-blip dataset. You can find some example images in the following. |
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## Training Args |
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```json |
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{ |
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"pretrained_model_name_or_path": "runwayml/stable-diffusion-v1-5", |
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"revision": null, |
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"dataset_name": "stillerman/rugs-filtered-blip", |
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"dataset_config_name": null, |
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"train_data_dir": null, |
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"image_column": "image", |
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"caption_column": "caption", |
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"validation_prompt": "peterpap.com, a red and blue rug on a white background, rug, oriental carpets, persian rug, persian carpets, symmetric indian pattern, rugs, detailed patterned rug, persian carpet, light boho carpet, an area rug, persian design, areas rugs, trending on textures. com, carpet, persian rugs, finely detailed features, hippie motifs, bohemian, highly intricate detailed", |
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"num_validation_images": 4, |
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"validation_epochs": 1, |
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"max_train_samples": null, |
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"output_dir": "model_out_dir", |
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"cache_dir": null, |
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"seed": 1337, |
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"resolution": 512, |
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"center_crop": true, |
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"random_flip": true, |
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"train_batch_size": 1, |
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"num_train_epochs": 8, |
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"max_train_steps": 250, |
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"gradient_accumulation_steps": 4, |
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"gradient_checkpointing": false, |
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"learning_rate": 0.0001, |
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"scale_lr": false, |
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"lr_scheduler": "cosine", |
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"lr_warmup_steps": 0, |
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"snr_gamma": null, |
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"use_8bit_adam": false, |
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"allow_tf32": false, |
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"dataloader_num_workers": 8, |
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"adam_beta1": 0.9, |
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"adam_beta2": 0.999, |
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"adam_weight_decay": 0.01, |
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"adam_epsilon": 1e-08, |
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"max_grad_norm": 1.0, |
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"push_to_hub": true, |
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"hub_token": null, |
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"prediction_type": null, |
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"hub_model_id": "trdne-smol", |
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"logging_dir": "logs", |
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"mixed_precision": null, |
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"report_to": "tensorboard", |
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"local_rank": -1, |
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"checkpointing_steps": 250, |
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"checkpoints_total_limit": null, |
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"resume_from_checkpoint": null, |
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"enable_xformers_memory_efficient_attention": false, |
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"noise_offset": 0, |
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"rank": 4, |
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"override_caption": null, |
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"append_caption": "peterpap.com, " |
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} |
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``` |
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