diffusers tensorboard stable-diffusion-xl stable-diffusion-xl-diffusers text-to-image lora template:sd-lora base_model:stabilityai/stable-diffusion-xl-base-1.0 base_model:adapter:stabilityai/stable-diffusion-xl-base-1.0 license:openrail++ region:us
---
base_model: stabilityai/stable-diffusion-xl-base-1.0
license: openrail++
tags:
- stable-diffusion-xl
- stable-diffusion-xl-diffusers
- text-to-image
- diffusers
- lora
- template:sd-lora
widget:
- text: A <s0><s1> character a cartoon of mickey mouse and a mouse
  output:
    url: image-0.png
- text: A <s0><s1> character mickey and minnie mouse in a plane
  output:
    url: image-1.png
- text: A <s0><s1> character a cartoon mickey mouse holding a sword
  output:
    url: image-2.png
- text: A <s0><s1> character a cartoon mouse and a rabbit are standing next to each
    other
  output:
    url: image-3.png
- text: A <s0><s1> character mickey and minnie in the airplane
  output:
    url: image-4.png
- text: A <s0><s1> character a cartoon character is standing next to a mickey mouse
  output:
    url: image-5.png
- text: A <s0><s1> character felix the cat in the hat
  output:
    url: image-6.png
- text: A <s0><s1> character a cartoon mouse is sitting on the ground next to a tree
  output:
    url: image-7.png
- text: A <s0><s1> character mickey mouse in the window of a store
  output:
    url: image-8.png
- text: A <s0><s1> character mickey mouse holding a magnifying glass in front of a
    mirror
  output:
    url: image-9.png
- text: A <s0><s1> character felix the cat cartoon character in a boat
  output:
    url: image-10.png
- text: A <s0><s1> character mickey mouse holding a magnifying glass in front of a
    colorful background
  output:
    url: image-11.png
- text: A <s0><s1> character mickey mouse and the gang in the kitchen
  output:
    url: image-12.png
- text: A <s0><s1> character felix the cat in the boat
  output:
    url: image-13.png
- text: A <s0><s1> character felix the cat in the window
  output:
    url: image-14.png
- text: A <s0><s1> character mickey mouse and minnie mouse flying in a plane
  output:
    url: image-15.png
- text: A <s0><s1> character mickey mouse and the tooth fairy
  output:
    url: image-16.png
- text: A <s0><s1> character mickey and minnie mouse in a plane
  output:
    url: image-17.png
- text: A <s0><s1> character felix the cat in the boat
  output:
    url: image-18.png
- text: A <s0><s1> character a cartoon of mickey mouse and his friends in a plane
  output:
    url: image-19.png
- text: A <s0><s1> character a cartoon cat with a hat on his head
  output:
    url: image-20.png
- text: A <s0><s1> character mickey mouse and minnie mouse in a plane
  output:
    url: image-21.png
- text: A <s0><s1> character a cartoon of mickey mouse and a bull
  output:
    url: image-22.png
- text: A <s0><s1> character felix the cat eating a piece of food
  output:
    url: image-23.png
- text: A <s0><s1> character felix the cat in the boat
  output:
    url: image-24.png
- text: A <s0><s1> character a cartoon mickey mouse is holding a shoe
  output:
    url: image-25.png
- text: A <s0><s1> character a cartoon of mickey mouse and a plane
  output:
    url: image-26.png
- text: A <s0><s1> character a cartoon cow is tied to a rope
  output:
    url: image-27.png
- text: A <s0><s1> character a cartoon of mickey mouse and a bear pulling a cart
  output:
    url: image-28.png
- text: A <s0><s1> character a cartoon character is pulling a rope to a horse
  output:
    url: image-29.png
- text: A <s0><s1> character a cartoon of a cow and a dog hanging from a rope
  output:
    url: image-30.png
- text: A <s0><s1> character a cartoon cow is hanging from a rope
  output:
    url: image-31.png
- text: A <s0><s1> character a cartoon character is hanging from a rope
  output:
    url: image-32.png
- text: A <s0><s1> character a cartoon character is standing next to a cow
  output:
    url: image-33.png
- text: A <s0><s1> character a cartoon character is standing next to a cat
  output:
    url: image-34.png
- text: A <s0><s1> character a cartoon cow being chased by a man
  output:
    url: image-35.png
- text: A <s0><s1> character a cartoon cow being pulled by a rope
  output:
    url: image-36.png
- text: A <s0><s1> character a cartoon mickey mouse and his friends are standing around
  output:
    url: image-37.png
- text: A <s0><s1> character a cartoon of mickey mouse and his friends
  output:
    url: image-38.png
- text: A <s0><s1> character mickey mouse flying on a parachute
  output:
    url: image-39.png
- text: A <s0><s1> character mickey mouse and potato bin in a room
  output:
    url: image-40.png
- text: A <s0><s1> character a cartoon mickey mouse holding a steering wheel
  output:
    url: image-41.png
- text: A <s0><s1> character mickey mouse and his airplane in a cartoon
  output:
    url: image-42.png
- text: A <s0><s1> character a cartoon mouse is holding a pig in the air
  output:
    url: image-43.png
- text: A <s0><s1> character a cartoon mickey mouse pulling a small airplane
  output:
    url: image-44.png
- text: A <s0><s1> character a mickey mouse cartoon character is looking at a box
  output:
    url: image-45.png
- text: A <s0><s1> character mickey mouse and friends in a cartoon drawing
  output:
    url: image-46.png
- text: A <s0><s1> character mickey mouse and his baby carriage
  output:
    url: image-47.png
- text: A <s0><s1> character a cartoon mouse and a cartoon mouse are in a boat
  output:
    url: image-48.png
- text: A <s0><s1> character mickey mouse and goofy mouse in the kitchen
  output:
    url: image-49.png
- text: A <s0><s1> character mickey mouse and goofy mouse in a kitchen
  output:
    url: image-50.png
- text: A <s0><s1> character mickey mouse and friends in the kitchen
  output:
    url: image-51.png
- text: A <s0><s1> character a cartoon mickey mouse is standing on a street
  output:
    url: image-52.png
- text: A <s0><s1> character a cartoon mouse and a goat are standing next to each
    other
  output:
    url: image-53.png
- text: A <s0><s1> character mickey mouse and friends are playing with a dog
  output:
    url: image-54.png
- text: A <s0><s1> character mickey mouse and friends in the kitchen
  output:
    url: image-55.png
- text: A <s0><s1> character mickey mouse in a cartoon with a red background
  output:
    url: image-56.png
- text: A <s0><s1> character mickey mouse and goofy mouse are in a kitchen
  output:
    url: image-57.png
- text: A <s0><s1> character mickey mouse and his friends in the kitchen
  output:
    url: image-58.png
- text: A <s0><s1> character a cartoon mouse running with a red balloon
  output:
    url: image-59.png
- text: A <s0><s1> character mickey mouse and friends in the kitchen
  output:
    url: image-60.png
- text: A <s0><s1> character mickey mouse and the kitchen
  output:
    url: image-61.png
- text: A <s0><s1> character a cartoon mickey mouse running with a gun
  output:
    url: image-62.png
- text: A <s0><s1> character mickey mouse in the kitchen
  output:
    url: image-63.png
- text: A <s0><s1> character a cartoon mickey mouse is standing next to a bucket
  output:
    url: image-64.png
- text: A <s0><s1> character a cartoon mickey mouse is standing on a boat
  output:
    url: image-65.png
- text: A <s0><s1> character a cartoon character in a hat and a shirt
  output:
    url: image-66.png
- text: A <s0><s1> character mickey mouse in a colorful circle with a mickey mouse
    head
  output:
    url: image-67.png
- text: A <s0><s1> character a cartoon mickey mouse is standing next to a bird
  output:
    url: image-68.png
- text: A <s0><s1> character a cartoon of mickey mouse and a bird
  output:
    url: image-69.png
- text: A <s0><s1> character felix the cat in the boat
  output:
    url: image-70.png
- text: A <s0><s1> character mickey and minnie mouse dancing in a cartoon
  output:
    url: image-71.png
- text: A <s0><s1> character a cartoon dog and a cat are standing on a bench
  output:
    url: image-72.png
- text: A <s0><s1> character a cartoon cow hanging from a rope
  output:
    url: image-73.png
- text: A <s0><s1> character mickey mouse hanging from a rope with a mouse and a bird
  output:
    url: image-74.png
- text: A <s0><s1> character mickey mouse pulling a rope with a mickey mouse head
  output:
    url: image-75.png
- text: A <s0><s1> character mickey mouse swinging on a rope in a pink background
  output:
    url: image-76.png
- text: A <s0><s1> character mickey mouse in the kitchen with a red background
  output:
    url: image-77.png
- text: A <s0><s1> character a cartoon character is standing next to a mouse
  output:
    url: image-78.png
- text: A <s0><s1> character mickey mouse and minnie mouse in the kitchen
  output:
    url: image-79.png
- text: A <s0><s1> character mickey mouse and goofy mouse are standing next to each
    other
  output:
    url: image-80.png
- text: A <s0><s1> character a cartoon of mickey mouse and friends in a room
  output:
    url: image-81.png
- text: A <s0><s1> character mickey mouse and his friends in the kitchen
  output:
    url: image-82.png
- text: A <s0><s1> character a cartoon cow being pulled by a man
  output:
    url: image-83.png
- text: A <s0><s1> character a cartoon of mickey mouse and his friends in the kitchen
  output:
    url: image-84.png
- text: A <s0><s1> character mickey mouse and friends in the kitchen
  output:
    url: image-85.png
- text: A <s0><s1> character mickey mouse and friends in the kitchen
  output:
    url: image-86.png
- text: A <s0><s1> character a cartoon of mickey mouse and his friends in the kitchen
  output:
    url: image-87.png
- text: A <s0><s1> character mickey and minnie mouse flying in a plane
  output:
    url: image-88.png
- text: A <s0><s1> character mickey mouse reading a book with the words how to fly
  output:
    url: image-89.png
- text: A <s0><s1> character a cartoon of mickey mouse and his friends in the kitchen
  output:
    url: image-90.png
- text: A <s0><s1> character a cartoon of mickey mouse and his friends in the kitchen
  output:
    url: image-91.png
- text: A <s0><s1> character mickey mouse and goofy mouse in a kitchen
  output:
    url: image-92.png
- text: A <s0><s1> character mickey mouse flying through the air
  output:
    url: image-93.png
- text: A <s0><s1> character a cartoon mouse is laying on the ground next to a pig
  output:
    url: image-94.png
- text: A <s0><s1> character a cartoon character is hanging from a wall
  output:
    url: image-95.png
- text: A <s0><s1> character a cartoon mouse and a mickey mouse fighting
  output:
    url: image-96.png
- text: A <s0><s1> character a cartoon character is flying in a balloon
  output:
    url: image-97.png
- text: A <s0><s1> character a cartoon of a cat laying on the ground with stars
  output:
    url: image-98.png
- text: A <s0><s1> character a cartoon mickey mouse holding a sword
  output:
    url: image-99.png
instance_prompt: A <s0><s1> character
---

# SDXL LoRA DreamBooth - codelion/public-domain-mickey-mouse

<Gallery />

## Model description

### These are codelion/public-domain-mickey-mouse 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 **[`public-domain-mickey-mouse.safetensors` here 💾](/codelion/public-domain-mickey-mouse/blob/main/public-domain-mickey-mouse.safetensors)**.
    - Place it on your `models/Lora` folder.
    - On AUTOMATIC1111, load the LoRA by adding `<lora:public-domain-mickey-mouse:1>` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/).
- *Embeddings*: download **[`public-domain-mickey-mouse_emb.safetensors` here 💾](/codelion/public-domain-mickey-mouse/blob/main/public-domain-mickey-mouse_emb.safetensors)**.
    - Place it on it on your `embeddings` folder
    - Use it by adding `public-domain-mickey-mouse_emb` to your prompt. For example, `A public-domain-mickey-mouse_emb character`
    (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('codelion/public-domain-mickey-mouse', weight_name='pytorch_lora_weights.safetensors')
embedding_path = hf_hub_download(repo_id='codelion/public-domain-mickey-mouse', filename='public-domain-mickey-mouse_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('A <s0><s1> character').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](/codelion/public-domain-mickey-mouse/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.

