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dreambooth-sd3-lora

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Diffusers
diffusers-training
lora
template:sd-lora
sd3
sd3-diffusers
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  1. README.md +90 -0
  2. checkpoint-1000/optimizer.bin +3 -0
  3. checkpoint-1000/pytorch_lora_weights.safetensors +3 -0
  4. checkpoint-1000/random_states_0.pkl +3 -0
  5. checkpoint-1000/scaler.pt +3 -0
  6. checkpoint-1000/scheduler.bin +3 -0
  7. checkpoint-10000/optimizer.bin +3 -0
  8. checkpoint-10000/pytorch_lora_weights.safetensors +3 -0
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  10. checkpoint-10000/scaler.pt +3 -0
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  12. checkpoint-10500/optimizer.bin +3 -0
  13. checkpoint-10500/pytorch_lora_weights.safetensors +3 -0
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  17. checkpoint-11000/optimizer.bin +3 -0
  18. checkpoint-11000/pytorch_lora_weights.safetensors +3 -0
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  22. checkpoint-11500/optimizer.bin +3 -0
  23. checkpoint-11500/pytorch_lora_weights.safetensors +3 -0
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  28. checkpoint-12000/pytorch_lora_weights.safetensors +3 -0
  29. checkpoint-12000/random_states_0.pkl +3 -0
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  32. checkpoint-12500/optimizer.bin +3 -0
  33. checkpoint-12500/pytorch_lora_weights.safetensors +3 -0
  34. checkpoint-12500/random_states_0.pkl +3 -0
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  43. checkpoint-13500/pytorch_lora_weights.safetensors +3 -0
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  47. checkpoint-14000/optimizer.bin +3 -0
  48. checkpoint-14000/pytorch_lora_weights.safetensors +3 -0
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README.md ADDED
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+ ---
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+ base_model: stabilityai/stable-diffusion-3-medium-diffusers
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+ library_name: diffusers
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+ license: other
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+ instance_prompt: A photo of Fan
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+ widget:
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+ - text: A photo of fan giving a lecture
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+ output:
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+ url: image_0.png
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+ - text: A photo of fan giving a lecture
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+ output:
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+ url: image_1.png
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+ - text: A photo of fan giving a lecture
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+ output:
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+ url: image_2.png
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+ - text: A photo of fan giving a lecture
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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
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+ - sd3-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 DreamBooth LoRA - RyanFanZhang/dreambooth-sd3-lora
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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 RyanFanZhang/dreambooth-sd3-lora DreamBooth LoRA weights for stabilityai/stable-diffusion-3-medium-diffusers.
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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 `A photo of Fan` 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](RyanFanZhang/dreambooth-sd3-lora/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-medium-diffusers, torch_dtype=torch.float16).to('cuda')
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+ pipeline.load_lora_weights('RyanFanZhang/dreambooth-sd3-lora', weight_name='pytorch_lora_weights.safetensors')
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+ image = pipeline('A photo of fan giving a lecture').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 💾](/RyanFanZhang/dreambooth-sd3-lora/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-medium/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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