README.md

---
tags:
- stable-diffusion-xl
- stable-diffusion-xl-diffusers
- text-to-image
- diffusers
- lora
- template:sd-lora
widget:
- text: a cartoon character holding a heart in the style of <s0><s1>
  output:
    url: image-0.png
- text: a woman with long hair and a leopard is sitting on a bed in the style of <s0><s1>
  output:
    url: image-1.png
- text: a cartoon heart with a sword and dagger in the style of <s0><s1>
  output:
    url: image-2.png
- text: a butterfly with a black and white design in the style of <s0><s1>
  output:
    url: image-3.png
- text: two fish stickers with a sign that says, "love you" in the style of <s0><s1>
  output:
    url: image-4.png
- text: a cartoon bird with a broken shell in the style of <s0><s1>
  output:
    url: image-5.png
- text: two cartoon characters in orange robes in the style of <s0><s1>
  output:
    url: image-6.png
- text: a blue cat with black spots on its face in the style of <s0><s1>
  output:
    url: image-7.png
- text: three hearts with faces and eyes in the style of <s0><s1>
  output:
    url: image-8.png
- text: a pink dog with a pink bow on its head in the style of <s0><s1>
  output:
    url: image-9.png
- text: a cartoon frog with a stick in its mouth in the style of <s0><s1>
  output:
    url: image-10.png
- text: a pink bear holding a mirror with hearts on it in the style of <s0><s1>
  output:
    url: image-11.png
- text: a mermaid with a cat on her back in the style of <s0><s1>
  output:
    url: image-12.png
- text: a sticker of a woman with butterfly wings and gold earrings in the style of
    <s0><s1>
  output:
    url: image-13.png
- text: a cartoon snake head with its mouth open in the style of <s0><s1>
  output:
    url: image-14.png
- text: a cartoon character in a red dress holding a knife in the style of <s0><s1>
  output:
    url: image-15.png
- text: a cartoon smiley face with a black background in the style of <s0><s1>
  output:
    url: image-16.png
- text: a pink monster with eyes and a heart in the style of <s0><s1>
  output:
    url: image-17.png
- text: a cartoon sun and a cartoon sun in the style of <s0><s1>
  output:
    url: image-18.png
- text: a blue woman with a leopard on her back in the style of <s0><s1>
  output:
    url: image-19.png
- text: a cartoon of a cat looking at a bowl of rice and a bowl of fruit in the style
    of <s0><s1>
  output:
    url: image-20.png
- text: a cartoon bunny holding a carrot in the style of <s0><s1>
  output:
    url: image-21.png
- text: a cartoon character holding a house in the style of <s0><s1>
  output:
    url: image-22.png
- text: stickers with a cartoon character and a donut in the style of <s0><s1>
  output:
    url: image-23.png
- text: a cartoon character in a purple dress sitting on a heart in the style of <s0><s1>
  output:
    url: image-24.png
- text: a cartoon character with horns and a black shirt in the style of <s0><s1>
  output:
    url: image-25.png
- text: a cartoon bird with a balloon in the air in the style of <s0><s1>
  output:
    url: image-26.png
- text: a pinup girl holding cherries in the style of <s0><s1>
  output:
    url: image-27.png
- text: a sticker of a pink cloud with a pink donut in the style of <s0><s1>
  output:
    url: image-28.png
- text: a cartoon mushroom with a sun and rainbow on it in the style of <s0><s1>
  output:
    url: image-29.png
- text: a cartoon woman with a broom and a sun on her head in the style of <s0><s1>
  output:
    url: image-30.png
- text: two cartoon rabbits in blue and pink clothes in the style of <s0><s1>
  output:
    url: image-31.png
- text: a cartoon character with a face and a box in the style of <s0><s1>
  output:
    url: image-32.png
- text: a cartoon deer with pink and black spots in the style of <s0><s1>
  output:
    url: image-33.png
- text: sun in meditation in the style of <s0><s1>
  output:
    url: image-34.png
- text: a cartoon leopard with black hair and a black bow in the style of <s0><s1>
  output:
    url: image-35.png
- text: a cartoon bird flying over a balloon in the style of <s0><s1>
  output:
    url: image-36.png
- text: a sticker of a sandwich with a face on it in the style of <s0><s1>
  output:
    url: image-37.png
- text: a cartoon mouse and a bird are flying in the air in the style of <s0><s1>
  output:
    url: image-38.png
- text: a cartoon bird with balloons and a heart in the style of <s0><s1>
  output:
    url: image-39.png
- text: a cartoon cat is sitting in front of a fireplace in the style of <s0><s1>
  output:
    url: image-40.png
- text: a bunch of different animal and cartoon drawings in the style of <s0><s1>
  output:
    url: image-41.png
- text: four cartoon characters are shown in different poses in the style of <s0><s1>
  output:
    url: image-42.png
- text: a set of japanese characters and animals in the style of <s0><s1>
  output:
    url: image-43.png
- text: a cartoon of a cat sitting on a window sill in the style of <s0><s1>
  output:
    url: image-44.png
- text: a group of balloons and animals flying in the sky in the style of <s0><s1>
  output:
    url: image-45.png
- text: three cartoon suns and a woman with a broom in the style of <s0><s1>
  output:
    url: image-46.png
- text: a set of four stickers depicting various animals in the style of <s0><s1>
  output:
    url: image-47.png
- text: a set of cartoon characters with different designs in the style of <s0><s1>
  output:
    url: image-48.png
- text: four different colored birds with wings and flowers in the style of <s0><s1>
  output:
    url: image-49.png
- text: a bunch of different stickers with different designs in the style of <s0><s1>
  output:
    url: image-50.png
- text: a blue and white skull with a scythe in the style of <s0><s1>
  output:
    url: image-51.png
- text: a cartoon character with a scythe and a blue hat in the style of <s0><s1>
  output:
    url: image-52.png
- text: a cartoon illustration of a kitchen with a cat and a dog in the style of <s0><s1>
  output:
    url: image-53.png
- text: a collection of cartoon tattoos and other items in the style of <s0><s1>
  output:
    url: image-54.png
- text: a cartoon bird with a heart in its beak in the style of <s0><s1>
  output:
    url: image-55.png
- text: mermaids and fish illustration by julien leonard in the style of <s0><s1>
  output:
    url: image-56.png
- text: three different tattoos of women with suns on their backs in the style of
    <s0><s1>
  output:
    url: image-57.png
- text: a group of cartoon characters with different colors in the style of <s0><s1>
  output:
    url: image-58.png
- text: a group of cartoon characters with different colors in the style of <s0><s1>
  output:
    url: image-59.png
- text: a set of illustrations depicting women in different poses in the style of
    <s0><s1>
  output:
    url: image-60.png
- text: a cartoon skull with a heart on its head in the style of <s0><s1>
  output:
    url: image-61.png
- text: star with a can of pop in its mouth in the style of <s0><s1>
  output:
    url: image-62.png
- text: soul tripping sticker in the style of <s0><s1>
  output:
    url: image-63.png
base_model: stabilityai/stable-diffusion-xl-base-1.0
instance_prompt: in the style of <s0><s1>
license: openrail++
---

# SDXL LoRA DreamBooth - HusseinHE/charlotte

<Gallery />

## Model description

### These are HusseinHE/charlotte LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.

## Download model

### Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke

- **LoRA**: download **[`charlotte.safetensors` here 💾](/HusseinHE/charlotte/blob/main/charlotte.safetensors)**.
    - Place it on your `models/Lora` folder.
    - On AUTOMATIC1111, load the LoRA by adding `<lora:charlotte:1>` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/).
- *Embeddings*: download **[`charlotte_emb.safetensors` here 💾](/HusseinHE/charlotte/blob/main/charlotte_emb.safetensors)**.
    - Place it on it on your `embeddings` folder
    - Use it by adding `charlotte_emb` to your prompt. For example, `in the style of charlotte_emb`
    (you need both the LoRA and the embeddings as they were trained together for this LoRA)
    

## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)

```py
from diffusers import AutoPipelineForText2Image
import torch
from huggingface_hub import hf_hub_download
from safetensors.torch import load_file
        
pipeline = AutoPipelineForText2Image.from_pretrained('stabilityai/stable-diffusion-xl-base-1.0', torch_dtype=torch.float16).to('cuda')
pipeline.load_lora_weights('HusseinHE/charlotte', weight_name='pytorch_lora_weights.safetensors')
embedding_path = hf_hub_download(repo_id='HusseinHE/charlotte', filename='charlotte_emb.safetensors' repo_type="model")
state_dict = load_file(embedding_path)
pipeline.load_textual_inversion(state_dict["clip_l"], token=["<s0>", "<s1>"], text_encoder=pipeline.text_encoder, tokenizer=pipeline.tokenizer)
pipeline.load_textual_inversion(state_dict["clip_g"], token=["<s0>", "<s1>"], text_encoder=pipeline.text_encoder_2, tokenizer=pipeline.tokenizer_2)
        
image = pipeline('in the style of <s0><s1>').images[0]
```

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)

## Trigger words

To trigger image generation of trained concept(or concepts) replace each concept identifier in you prompt with the new inserted tokens:

to trigger concept `TOK` → use `<s0><s1>` in your prompt 



## Details
All [Files & versions](/HusseinHE/charlotte/tree/main).

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).

LoRA for the text encoder was enabled. False.

Pivotal tuning was enabled: True.

Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.