
# SDXL LoRA DreamBooth - dber123/lora-logo-simple

<Gallery />

## Model description

### These are dber123/lora-logo-simple 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 **[`lora-logo-simple.safetensors` here 💾](/dber123/lora-logo-simple/blob/main/lora-logo-simple.safetensors)**.
    - Place it on your `models/Lora` folder.
    - On AUTOMATIC1111, load the LoRA by adding `<lora:lora-logo-simple:1>` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/).
- *Embeddings*: download **[`lora-logo-simple_emb.safetensors` here 💾](/dber123/lora-logo-simple/blob/main/lora-logo-simple_emb.safetensors)**.
    - Place it on it on your `embeddings` folder
    - Use it by adding `lora-logo-simple_emb` to your prompt. For example, `in the style of lora-logo-simple_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('dber123/lora-logo-simple', weight_name='pytorch_lora_weights.safetensors')
embedding_path = hf_hub_download(repo_id='dber123/lora-logo-simple', filename='lora-logo-simple_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](/dber123/lora-logo-simple/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": "notepad plus - note pad plus in the style of <s0><s1>", "output": {"url": "image-0.png"}}, {"text": "a black background with a white clock on it in the style of <s0><s1>", "output": {"url": "image-1.png"}}, {"text": "anaconda - an open source data management system in the style of <s0><s1>", "output": {"url": "image-2.png"}}, {"text": "a smiley face with two bones on a green background in the style of <s0><s1>", "output": {"url": "image-3.png"}}, {"text": "the vivira logo with a red and gray cross in the style of <s0><s1>", "output": {"url": "image-4.png"}}, {"text": "amazon aws logo in the style of <s0><s1>", "output": {"url": "image-5.png"}}, {"text": "the amazon web services logo in the style of <s0><s1>", "output": {"url": "image-6.png"}}, {"text": "azure logo with blue triangle in the style of <s0><s1>", "output": {"url": "image-7.png"}}, {"text": "the logo for bokkeh, a company that provides a variety of services in the style of <s0><s1>", "output": {"url": "image-8.png"}}, {"text": "the logo for bokh in the style of <s0><s1>", "output": {"url": "image-9.png"}}, {"text": "caddy 2 - free online storage for your photos and videos in the style of <s0><s1>", "output": {"url": "image-10.png"}}, {"text": "the logo for dask, a cryptocurrency exchange in the style of <s0><s1>", "output": {"url": "image-11.png"}}, {"text": "docker for windows 10 in the style of <s0><s1>", "output": {"url": "image-12.png"}}, {"text": "a green dinosaur holding a keyboard and a piece of paper in the style of <s0><s1>", "output": {"url": "image-13.png"}}, {"text": "numba logo with a lightning bolt in the style of <s0><s1>", "output": {"url": "image-14.png"}}, {"text": "the dvc logo on a black background in the style of <s0><s1>", "output": {"url": "image-15.png"}}, {"text": "the logo for elk, a company that makes software for the web in the style of <s0><s1>", "output": {"url": "image-16.png"}}, {"text": "a black background with a white clock on it in the style of <s0><s1>", "output": {"url": "image-17.png"}}, {"text": "fast ai logo in the style of <s0><s1>", "output": {"url": "image-18.png"}}, {"text": "fastapi - a fast api for your app in the style of <s0><s1>", "output": {"url": "image-19.png"}}, {"text": "a black background with a white clock on it in the style of <s0><s1>", "output": {"url": "image-20.png"}}, {"text": "google cloud logo in the style of <s0><s1>", "output": {"url": "image-21.png"}}, {"text": "google logo with a colorful background in the style of <s0><s1>", "output": {"url": "image-22.png"}}, {"text": "a yellow emoticion with its hands up in the style of <s0><s1>", "output": {"url": "image-23.png"}}, {"text": "a logo with a colorful cube in the middle in the style of <s0><s1>", "output": {"url": "image-24.png"}}, {"text": "the jinja logo with a colorful light bulb in the style of <s0><s1>", "output": {"url": "image-25.png"}}, {"text": "the logo for qinna, a company that provides a variety of services in the style of <s0><s1>", "output": {"url": "image-26.png"}}, {"text": "the logo for jupyter is shown in orange and black in the style of <s0><s1>", "output": {"url": "image-27.png"}}, {"text": "the logo for the company is a red, green and blue triangle in the style of <s0><s1>", "output": {"url": "image-28.png"}}, {"text": "the kubernetes logo with a blue and white star in the style of <s0><s1>", "output": {"url": "image-29.png"}}, {"text": "kubernetes is a container orchestration platform in the style of <s0><s1>", "output": {"url": "image-30.png"}}, {"text": "milius - a free and open source video player in the style of <s0><s1>", "output": {"url": "image-31.png"}}, {"text": "the miluus logo with a blue circle in the style of <s0><s1>", "output": {"url": "image-32.png"}}, {"text": "the node - red logo on a red background in the style of <s0><s1>", "output": {"url": "image-33.png"}}, {"text": "the node logo on a black background in the style of <s0><s1>", "output": {"url": "image-34.png"}}, {"text": "the npm logo on a red background in the style of <s0><s1>", "output": {"url": "image-35.png"}}, {"text": "numba logo on black background in the style of <s0><s1>", "output": {"url": "image-36.png"}}, {"text": "the n logo with a blue cube in the style of <s0><s1>", "output": {"url": "image-37.png"}}, {"text": "nvidia geforce gtx 1080 ti in the style of <s0><s1>", "output": {"url": "image-38.png"}}, {"text": "rapids logo with purple letters in the style of <s0><s1>", "output": {"url": "image-39.png"}}, {"text": "pandas logo on a black background in the style of <s0><s1>", "output": {"url": "image-40.png"}}, {"text": "the plotly logo with a blue and white square in the style of <s0><s1>", "output": {"url": "image-41.png"}}, {"text": "the icon for the app is a bar with three dots in the style of <s0><s1>", "output": {"url": "image-42.png"}}, {"text": "the logo for postman, a company that delivers packages in the style of <s0><s1>", "output": {"url": "image-43.png"}}, {"text": "a computer with a lightning bolt on it in the style of <s0><s1>", "output": {"url": "image-44.png"}}, {"text": "python logo with two snakes on it in the style of <s0><s1>", "output": {"url": "image-45.png"}}, {"text": "pytorch - a machine learning framework for deep learning in the style of <s0><s1>", "output": {"url": "image-46.png"}}, {"text": "the logo for firefox in the style of <s0><s1>", "output": {"url": "image-47.png"}}, {"text": "a purple hexagon with a lightning bolt on it in the style of <s0><s1>", "output": {"url": "image-48.png"}}, {"text": "a pixelated blue star with a circle in the middle in the style of <s0><s1>", "output": {"url": "image-49.png"}}, {"text": "the papers app logo in the style of <s0><s1>", "output": {"url": "image-50.png"}}, {"text": "a drone with an ecg on it in the style of <s0><s1>", "output": {"url": "image-51.png"}}, {"text": "solikit learn logo in the style of <s0><s1>", "output": {"url": "image-52.png"}}, {"text": "the s logo in a circle with a blue, orange and green color in the style of <s0><s1>", "output": {"url": "image-53.png"}}, {"text": "the logo for the company is colorful in the style of <s0><s1>", "output": {"url": "image-54.png"}}, {"text": "spacy logo in the style of <s0><s1>", "output": {"url": "image-55.png"}}, {"text": "the logo for the company is orange and white in the style of <s0><s1>", "output": {"url": "image-56.png"}}, {"text": "a red crown icon on a black background in the style of <s0><s1>", "output": {"url": "image-57.png"}}, {"text": "a red crown icon on a black background in the style of <s0><s1>", "output": {"url": "image-58.png"}}, {"text": "a blue arrow pointing down on a black background in the style of <s0><s1>", "output": {"url": "image-59.png"}}, {"text": "the t logo with an orange and black background in the style of <s0><s1>", "output": {"url": "image-60.png"}}, {"text": "the blue x symbol on a black background in the style of <s0><s1>", "output": {"url": "image-61.png"}}, {"text": "w & b logo in the style of <s0><s1>", "output": {"url": "image-62.png"}}, {"text": "a lock with arrows pointing to it 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>"}
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