
# 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.


{"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"}}], "base_model": "stabilityai/stable-diffusion-xl-base-1.0", "instance_prompt": "A <s0><s1> character"}
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 license:openrail++ has_space region:us