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End of training

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  1. .gitattributes +4 -0
  2. README.md +95 -0
  3. checkpoint-1000/optimizer.bin +3 -0
  4. checkpoint-1000/pytorch_lora_weights.safetensors +3 -0
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  33. image_0.png +3 -0
  34. image_1.png +3 -0
  35. image_2.png +3 -0
  36. image_3.png +3 -0
  37. logs/dreambooth-sd3-lora/1752171062.154941/events.out.tfevents.1752171062.sd3-v4.28803.1 +3 -0
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  39. logs/dreambooth-sd3-lora/events.out.tfevents.1752171062.sd3-v4.28803.0 +3 -0
  40. pytorch_lora_weights.safetensors +3 -0
.gitattributes CHANGED
@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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+ ---
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+ base_model: stabilityai/stable-diffusion-3.5-large
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+ library_name: diffusers
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+ license: other
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+ instance_prompt: meli icon or illustration
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+ widget:
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+ - text: meli icon or illustration of a dog, white_background, meli_style, meli_figure,
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+ yellow_theme
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+ output:
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+ url: image_0.png
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+ - text: meli icon or illustration of a dog, white_background, meli_style, meli_figure,
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+ yellow_theme
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+ output:
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+ url: image_1.png
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+ - text: meli icon or illustration of a dog, white_background, meli_style, meli_figure,
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+ yellow_theme
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+ output:
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+ url: image_2.png
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+ - text: meli icon or illustration of a dog, white_background, meli_style, meli_figure,
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+ yellow_theme
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+ output:
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+ url: image_3.png
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+ tags:
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+ - text-to-image
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+ - diffusers-training
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+ - diffusers
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+ - lora
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+ - template:sd-lora
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+ - sd3.5-large
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+ - sd3.5
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+ - sd3.5-diffusers
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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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+ # SD3.5-Large DreamBooth LoRA - nm9404/ilus_4
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+
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+ <Gallery />
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+
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+ ## Model description
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+
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+ These are nm9404/ilus_4 DreamBooth LoRA weights for stabilityai/stable-diffusion-3.5-large.
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+
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+ The weights were trained using [DreamBooth](https://dreambooth.github.io/) with the [SD3 diffusers trainer](https://github.com/huggingface/diffusers/blob/main/examples/dreambooth/README_sd3.md).
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+
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+ Was LoRA for the text encoder enabled? False.
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+
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+ ## Trigger words
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+
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+ You should use `meli icon or illustration` to trigger the image generation.
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+
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+ ## Download model
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+
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+ [Download the *.safetensors LoRA](nm9404/ilus_4/tree/main) in the Files & versions tab.
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+
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+ ## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
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+
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+ ```py
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+ from diffusers import AutoPipelineForText2Image
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+ import torch
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+ pipeline = AutoPipelineForText2Image.from_pretrained(stabilityai/stable-diffusion-3.5-large, torch_dtype=torch.float16).to('cuda')
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+ pipeline.load_lora_weights('nm9404/ilus_4', weight_name='pytorch_lora_weights.safetensors')
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+ image = pipeline('meli icon or illustration of a dog, white_background, meli_style, meli_figure, yellow_theme').images[0]
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+ ```
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+
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+ ### Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke
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+
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+ - **LoRA**: download **[`diffusers_lora_weights.safetensors` here 💾](/nm9404/ilus_4/blob/main/diffusers_lora_weights.safetensors)**.
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+ - Rename it and place it on your `models/Lora` folder.
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+ - On AUTOMATIC1111, load the LoRA by adding `<lora:your_new_name:1>` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/).
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+
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+ For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)
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+
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+ ## License
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+
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+ Please adhere to the licensing terms as described [here](https://huggingface.co/stabilityai/stable-diffusion-3.5-large/blob/main/LICENSE.md).
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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]
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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: 0.0001
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+ adam_weight_decay_text_encoder: 0.001
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+ allow_tf32: false
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+ dataset_name: preprocessed_yellow
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+ max_sequence_length: 77
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+ max_train_steps: 3000
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+ mixed_precision: fp16
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+ mode_scale: 1.29
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+ num_class_images: 100
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+ num_train_epochs: 70
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+ num_validation_images: 4
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+ optimizer: AdamW
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+ output_dir: $./finetune/lora/ilus_4
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+ precondition_outputs: 1
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+ pretrained_model_name_or_path: stabilityai/stable-diffusion-3.5-large
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+ rank: 4
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+ repeats: 1
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+ report_to: tensorboard
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+ resolution: 512
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+ scale_lr: false
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+ seed: 1337
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+ text_encoder_lr: 5.0e-06
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+ train_batch_size: 1
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+ train_text_encoder: false
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+ use_8bit_adam: false
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+ validation_epochs: 50
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+ validation_prompt: meli icon or illustration of a dog, white_background, meli_style,
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+ meli_figure, yellow_theme
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+ variant: null
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+ weighting_scheme: logit_normal
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+ with_prior_preservation: false
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