
# SDXL LoRA DreamBooth - computational-mama/tired-mom-octos

<Gallery />

## Model description

### These are computational-mama/tired-mom-octos 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 **[`tired-mom-octos.safetensors` here 💾](/computational-mama/tired-mom-octos/blob/main/tired-mom-octos.safetensors)**.
    - Place it on your `models/Lora` folder.
    - On AUTOMATIC1111, load the LoRA by adding `<lora:tired-mom-octos:1>` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/).
- *Embeddings*: download **[`tired-mom-octos_emb.safetensors` here 💾](/computational-mama/tired-mom-octos/blob/main/tired-mom-octos_emb.safetensors)**.
    - Place it on it on your `embeddings` folder
    - Use it by adding `tired-mom-octos_emb` to your prompt. For example, `in the style of tired-mom-octos_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('computational-mama/tired-mom-octos', weight_name='pytorch_lora_weights.safetensors')
embedding_path = hf_hub_download(repo_id='computational-mama/tired-mom-octos', filename='tired-mom-octos_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](/computational-mama/tired-mom-octos/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 woman laying in a bed with a large white snake in the style of <s0><s1>", "output": {"url": "image-0.png"}}, {"text": "a group of doctors and nurses in a hospital room in the style of <s0><s1>", "output": {"url": "image-1.png"}}, {"text": "a woman in a lab coat standing next to a machine in the style of <s0><s1>", "output": {"url": "image-2.png"}}, {"text": "a group of people standing around a table with some old radios in the style of <s0><s1>", "output": {"url": "image-3.png"}}, {"text": "a group of people standing around a light in a room in the style of <s0><s1>", "output": {"url": "image-4.png"}}, {"text": "a group of people in an office with computers in the style of <s0><s1>", "output": {"url": "image-5.png"}}, {"text": "a group of doctors and nurses in a hospital room in the style of <s0><s1>", "output": {"url": "image-6.png"}}, {"text": "a black and white photo of doctors in a hospital room in the style of <s0><s1>", "output": {"url": "image-7.png"}}, {"text": "a black and white photo of doctors in a hospital in the style of <s0><s1>", "output": {"url": "image-8.png"}}, {"text": "a woman laying on her stomach with her eyes closed in the style of <s0><s1>", "output": {"url": "image-9.png"}}, {"text": "a woman standing in a hospital room with a bed in the style of <s0><s1>", "output": {"url": "image-10.png"}}, {"text": "a woman in a hospital bed with a light shining on her in the style of <s0><s1>", "output": {"url": "image-11.png"}}, {"text": "a man in a hospital bed in a glass egg in the style of <s0><s1>", "output": {"url": "image-12.png"}}, {"text": "a woman sitting in a bubble in a hospital room in the style of <s0><s1>", "output": {"url": "image-13.png"}}, {"text": "a woman sitting in front of a row of ovens in the style of <s0><s1>", "output": {"url": "image-14.png"}}, {"text": "a woman wearing headphones in the style of <s0><s1>", "output": {"url": "image-15.png"}}, {"text": "a woman sitting on a chair in a room in the style of <s0><s1>", "output": {"url": "image-16.png"}}, {"text": "a woman wearing a helmet in a room in the style of <s0><s1>", "output": {"url": "image-17.png"}}, {"text": "a woman sitting in a chair with a head covering in the style of <s0><s1>", "output": {"url": "image-18.png"}}, {"text": "a woman and child sitting at a desk with an octopus in the style of <s0><s1>", "output": {"url": "image-19.png"}}, {"text": "a woman and child sitting at a typewriter in the style of <s0><s1>", "output": {"url": "image-20.png"}}, {"text": "a woman holding a baby and octopus on a typewriter in the style of <s0><s1>", "output": {"url": "image-21.png"}}, {"text": "a woman holding a typewriter and octopus in the style of <s0><s1>", "output": {"url": "image-22.png"}}, {"text": "a woman holding a baby and a typewriter in the style of <s0><s1>", "output": {"url": "image-23.png"}}, {"text": "a woman and child sitting at a typewriter with a large octopus in the style of <s0><s1>", "output": {"url": "image-24.png"}}, {"text": "a woman with octopus tentacles on her typewriter in the style of <s0><s1>", "output": {"url": "image-25.png"}}, {"text": "a woman and child sitting at a desk with octopus tentacles in the style of <s0><s1>", "output": {"url": "image-26.png"}}, {"text": "a woman and a child working on a typewriter in the style of <s0><s1>", "output": {"url": "image-27.png"}}, {"text": "a woman and child sitting at a desk with an old typewriter in the style of <s0><s1>", "output": {"url": "image-28.png"}}, {"text": "a woman and a child sitting at a table with an old typewriter in the style of <s0><s1>", "output": {"url": "image-29.png"}}, {"text": "a woman and a child sitting at a typewriter in the style of <s0><s1>", "output": {"url": "image-30.png"}}, {"text": "a woman sitting at a desk with octopus tentacles on her head in the style of <s0><s1>", "output": {"url": "image-31.png"}}, {"text": "a woman sitting at a desk with octopus tentacles on her desk in the style of <s0><s1>", "output": {"url": "image-32.png"}}, {"text": "a woman sitting at a desk with a typewriter in the style of <s0><s1>", "output": {"url": "image-33.png"}}, {"text": "a woman sitting at a desk with a typewriter and octopus in the style of <s0><s1>", "output": {"url": "image-34.png"}}, {"text": "a woman and a boy sitting at a desk with a typewriter in the style of <s0><s1>", "output": {"url": "image-35.png"}}, {"text": "a woman and a child holding a typewriter in front of an octopus in the style of <s0><s1>", "output": {"url": "image-36.png"}}, {"text": "a woman and child sitting at a desk with a giant octopus in the style of <s0><s1>", "output": {"url": "image-37.png"}}, {"text": "a woman and child sitting at a desk with octopus tentacles in the style of <s0><s1>", "output": {"url": "image-38.png"}}, {"text": "a woman and child sitting at a table with an octopus on the table in the style of <s0><s1>", "output": {"url": "image-39.png"}}, {"text": "a woman and a baby sitting at a table with octopus toys in the style of <s0><s1>", "output": {"url": "image-40.png"}}, {"text": "a woman holding a baby and a laptop in the style of <s0><s1>", "output": {"url": "image-41.png"}}, {"text": "a woman and a child sitting at a table with octopus tentacles in the style of <s0><s1>", "output": {"url": "image-42.png"}}, {"text": "a woman holding a baby and a typewriter in the style of <s0><s1>", "output": {"url": "image-43.png"}}, {"text": "a woman and a child sitting at a desk with octopus tentacles in the style of <s0><s1>", "output": {"url": "image-44.png"}}, {"text": "a woman holding a baby and a typewriter in the style of <s0><s1>", "output": {"url": "image-45.png"}}, {"text": "a woman sitting at a desk with an octopus on her lap in the style of <s0><s1>", "output": {"url": "image-46.png"}}, {"text": "a woman and child sitting at a table with a large octopus in the style of <s0><s1>", "output": {"url": "image-47.png"}}, {"text": "a woman sitting at a desk with a typewriter and a bunch of snakes in the style of <s0><s1>", "output": {"url": "image-48.png"}}, {"text": "a woman and child sitting at a desk with a typewriter in the style of <s0><s1>", "output": {"url": "image-49.png"}}, {"text": "a woman sitting at a desk with a typewriter in the style of <s0><s1>", "output": {"url": "image-50.png"}}, {"text": "a woman sitting at a desk with a typewriter in the style of <s0><s1>", "output": {"url": "image-51.png"}}, {"text": "a woman and child sitting at a typewriter with a large octopus in the style of <s0><s1>", "output": {"url": "image-52.png"}}, {"text": "a woman with octopus tentacles on her typewriter in the style of <s0><s1>", "output": {"url": "image-53.png"}}, {"text": "a woman and child sitting at a table with a large octopus in the style of <s0><s1>", "output": {"url": "image-54.png"}}, {"text": "a woman holding a baby and a laptop in the style of <s0><s1>", "output": {"url": "image-55.png"}}, {"text": "a woman holding a baby and a typewriter in the style of <s0><s1>", "output": {"url": "image-56.png"}}, {"text": "a woman and child sitting at a desk with octopus tentacles in the style of <s0><s1>", "output": {"url": "image-57.png"}}, {"text": "a woman holding a baby and a typewriter in the style of <s0><s1>", "output": {"url": "image-58.png"}}, {"text": "a woman and a boy sitting at a desk with an octopus on the desk in the style of <s0><s1>", "output": {"url": "image-59.png"}}, {"text": "a woman sitting at a desk with a typewriter and an octopus in the style of <s0><s1>", "output": {"url": "image-60.png"}}, {"text": "a woman sitting at a typewriter with a snake on her lap in the style of <s0><s1>", "output": {"url": "image-61.png"}}, {"text": "a woman sitting at a desk with a typewriter and a snake in the style of <s0><s1>", "output": {"url": "image-62.png"}}, {"text": "a black and white photo of a hospital room in the style of <s0><s1>", "output": {"url": "image-63.png"}}, {"text": "a black and white photo of two doctors in a hospital room in the style of <s0><s1>", "output": {"url": "image-64.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++ region:us