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m7n
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dataviz-sdxl-lora-001

Text-to-Image
Diffusers
stable-diffusion-xl
stable-diffusion-xl-diffusers
lora
template:sd-lora
Model card Files Community
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End of training

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  1. .gitattributes +4 -0
  2. README.md +95 -0
  3. checkpoint-1000/dataviz-sdxl-lora-001_emb.safetensors +3 -0
  4. checkpoint-1000/optimizer.bin +3 -0
  5. checkpoint-1000/pytorch_lora_weights.safetensors +3 -0
  6. checkpoint-1000/random_states_0.pkl +3 -0
  7. checkpoint-1000/scheduler.bin +3 -0
  8. checkpoint-1200/dataviz-sdxl-lora-001_emb.safetensors +3 -0
  9. checkpoint-1200/optimizer.bin +3 -0
  10. checkpoint-1200/pytorch_lora_weights.safetensors +3 -0
  11. checkpoint-1200/random_states_0.pkl +3 -0
  12. checkpoint-1200/scheduler.bin +3 -0
  13. checkpoint-1400/dataviz-sdxl-lora-001_emb.safetensors +3 -0
  14. checkpoint-1400/optimizer.bin +3 -0
  15. checkpoint-1400/pytorch_lora_weights.safetensors +3 -0
  16. checkpoint-1400/random_states_0.pkl +3 -0
  17. checkpoint-1400/scheduler.bin +3 -0
  18. checkpoint-1600/dataviz-sdxl-lora-001_emb.safetensors +3 -0
  19. checkpoint-1600/optimizer.bin +3 -0
  20. checkpoint-1600/pytorch_lora_weights.safetensors +3 -0
  21. checkpoint-1600/random_states_0.pkl +3 -0
  22. checkpoint-1600/scheduler.bin +3 -0
  23. checkpoint-1800/dataviz-sdxl-lora-001_emb.safetensors +3 -0
  24. checkpoint-1800/optimizer.bin +3 -0
  25. checkpoint-1800/pytorch_lora_weights.safetensors +3 -0
  26. checkpoint-1800/random_states_0.pkl +3 -0
  27. checkpoint-1800/scheduler.bin +3 -0
  28. checkpoint-200/dataviz-sdxl-lora-001_emb.safetensors +3 -0
  29. checkpoint-200/optimizer.bin +3 -0
  30. checkpoint-200/pytorch_lora_weights.safetensors +3 -0
  31. checkpoint-200/random_states_0.pkl +3 -0
  32. checkpoint-200/scheduler.bin +3 -0
  33. checkpoint-400/dataviz-sdxl-lora-001_emb.safetensors +3 -0
  34. checkpoint-400/optimizer.bin +3 -0
  35. checkpoint-400/pytorch_lora_weights.safetensors +3 -0
  36. checkpoint-400/random_states_0.pkl +3 -0
  37. checkpoint-400/scheduler.bin +3 -0
  38. checkpoint-600/dataviz-sdxl-lora-001_emb.safetensors +3 -0
  39. checkpoint-600/optimizer.bin +3 -0
  40. checkpoint-600/pytorch_lora_weights.safetensors +3 -0
  41. checkpoint-600/random_states_0.pkl +3 -0
  42. checkpoint-600/scheduler.bin +3 -0
  43. checkpoint-800/dataviz-sdxl-lora-001_emb.safetensors +3 -0
  44. checkpoint-800/optimizer.bin +3 -0
  45. checkpoint-800/pytorch_lora_weights.safetensors +3 -0
  46. checkpoint-800/random_states_0.pkl +3 -0
  47. checkpoint-800/scheduler.bin +3 -0
  48. dataviz-sdxl-lora-001.safetensors +3 -0
  49. dataviz-sdxl-lora-001_emb.safetensors +3 -0
  50. image_0.png +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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  *tfevents* 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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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ image_0.png filter=lfs diff=lfs merge=lfs -text
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+ image_1.png filter=lfs diff=lfs merge=lfs -text
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+ image_2.png filter=lfs diff=lfs merge=lfs -text
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+ image_3.png filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ tags:
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+ - stable-diffusion-xl
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+ - stable-diffusion-xl-diffusers
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+ - text-to-image
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+ - diffusers
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+ - lora
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+ - template:sd-lora
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+ widget:
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+
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+ - text: 'A datavisualization in the style of <s0><s1> still life of a skull made of cauliflower'
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+ output:
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+ url:
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+ "image_0.png"
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+
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+ - text: 'A datavisualization in the style of <s0><s1> still life of a skull made of cauliflower'
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+ output:
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+ url:
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+ "image_1.png"
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+
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+ - text: 'A datavisualization in the style of <s0><s1> still life of a skull made of cauliflower'
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+ output:
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+ url:
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+ "image_2.png"
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+
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+ - text: 'A datavisualization in the style of <s0><s1> still life of a skull made of cauliflower'
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+ output:
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+ url:
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+ "image_3.png"
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+
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+ base_model: stabilityai/stable-diffusion-xl-base-1.0
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+ instance_prompt: datavisualization in the style of <s0><s1>
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+ license: openrail++
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+ ---
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+
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+ # SDXL LoRA DreamBooth - m7n/dataviz-sdxl-lora-001
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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 m7n/dataviz-sdxl-lora-001 LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.
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+
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+ ## Download model
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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 **[`dataviz-sdxl-lora-001.safetensors` here 💾](/m7n/dataviz-sdxl-lora-001/blob/main/dataviz-sdxl-lora-001.safetensors)**.
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+ - Place it on your `models/Lora` folder.
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+ - On AUTOMATIC1111, load the LoRA by adding `<lora:dataviz-sdxl-lora-001:1>` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/).
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+ - *Embeddings*: download **[`dataviz-sdxl-lora-001_emb.safetensors` here 💾](/m7n/dataviz-sdxl-lora-001/blob/main/dataviz-sdxl-lora-001_emb.safetensors)**.
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+ - Place it on it on your `embeddings` folder
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+ - Use it by adding `dataviz-sdxl-lora-001_emb` to your prompt. For example, `datavisualization in the style of dataviz-sdxl-lora-001_emb`
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+ (you need both the LoRA and the embeddings as they were trained together for this LoRA)
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+
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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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+ from huggingface_hub import hf_hub_download
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+ from safetensors.torch import load_file
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+
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+ pipeline = AutoPipelineForText2Image.from_pretrained('stabilityai/stable-diffusion-xl-base-1.0', torch_dtype=torch.float16).to('cuda')
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+ pipeline.load_lora_weights('m7n/dataviz-sdxl-lora-001', weight_name='pytorch_lora_weights.safetensors')
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+ embedding_path = hf_hub_download(repo_id='m7n/dataviz-sdxl-lora-001', filename='dataviz-sdxl-lora-001_emb.safetensors', repo_type="model")
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+ state_dict = load_file(embedding_path)
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+ pipeline.load_textual_inversion(state_dict["clip_l"], token=["<s0>", "<s1>"], text_encoder=pipeline.text_encoder, tokenizer=pipeline.tokenizer)
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+ pipeline.load_textual_inversion(state_dict["clip_g"], token=["<s0>", "<s1>"], text_encoder=pipeline.text_encoder_2, tokenizer=pipeline.tokenizer_2)
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+
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+ image = pipeline('A datavisualization in the style of <s0><s1> still life of a skull made of cauliflower').images[0]
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+ ```
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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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+ ## Trigger words
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+
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+ To trigger image generation of trained concept(or concepts) replace each concept identifier in you prompt with the new inserted tokens:
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+
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+ to trigger concept `TOK` → use `<s0><s1>` in your prompt
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+
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+
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+
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+ ## Details
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+ All [Files & versions](/m7n/dataviz-sdxl-lora-001/tree/main).
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+
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+ The weights were trained using [🧨 diffusers Advanced Dreambooth Training Script](https://github.com/huggingface/diffusers/blob/main/examples/advanced_diffusion_training/train_dreambooth_lora_sdxl_advanced.py).
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+
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+ LoRA for the text encoder was enabled. False.
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+
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+ Pivotal tuning was enabled: True.
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+
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+ Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.
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+
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Git LFS Details

  • SHA256: d9c66cd78790db209c52ea6b868629a4c5de6bfe01780f8f85ae209b5913a92e
  • Pointer size: 132 Bytes
  • Size of remote file: 1.63 MB