
# SDXL LoRA DreamBooth - revellsi/reachy-img-generator20240104

<Gallery />

## Model description

### These are revellsi/reachy-img-generator20240104 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 **[`reachy-img-generator20240104.safetensors` here 💾](/revellsi/reachy-img-generator20240104/blob/main/reachy-img-generator20240104.safetensors)**.
    - Place it on your `models/Lora` folder.
    - On AUTOMATIC1111, load the LoRA by adding `<lora:reachy-img-generator20240104:1>` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/).
- *Embeddings*: download **[`reachy-img-generator20240104_emb.safetensors` here 💾](/revellsi/reachy-img-generator20240104/blob/main/reachy-img-generator20240104_emb.safetensors)**.
    - Place it on it on your `embeddings` folder
    - Use it by adding `reachy-img-generator20240104_emb` to your prompt. For example, `A reachy-img-generator20240104_emb Reachy`
    (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('revellsi/reachy-img-generator20240104', weight_name='pytorch_lora_weights.safetensors')
embedding_path = hf_hub_download(repo_id='revellsi/reachy-img-generator20240104', filename='reachy-img-generator20240104_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> Reachy').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](/revellsi/reachy-img-generator20240104/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> Reachy a robot is sitting on a table in front of a window", "output": {"url": "image-0.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt and a camera", "output": {"url": "image-1.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt on a street", "output": {"url": "image-2.png"}}, {"text": "A <s0><s1> Reachy a robot wearing a striped shirt standing in front of a tree", "output": {"url": "image-3.png"}}, {"text": "A <s0><s1> Reachy a robot wearing a striped shirt and holding a phone", "output": {"url": "image-4.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt and a camera", "output": {"url": "image-5.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt and a camera", "output": {"url": "image-6.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt and a camera", "output": {"url": "image-7.png"}}, {"text": "A <s0><s1> Reachy a robot with a camera on its head", "output": {"url": "image-8.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt and a wrench", "output": {"url": "image-9.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt and a pair of scissors", "output": {"url": "image-10.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt and a pair of scissors", "output": {"url": "image-11.png"}}, {"text": "A <s0><s1> Reachy a robot wearing a striped shirt standing on a street", "output": {"url": "image-12.png"}}, {"text": "A <s0><s1> Reachy a robot in a striped dress standing on a street", "output": {"url": "image-13.png"}}, {"text": "A <s0><s1> Reachy a robot standing in the middle of a street", "output": {"url": "image-14.png"}}, {"text": "A <s0><s1> Reachy a robot wearing a striped shirt standing on a street", "output": {"url": "image-15.png"}}, {"text": "A <s0><s1> Reachy a robot wearing a striped shirt and holding a cell phone", "output": {"url": "image-16.png"}}, {"text": "A <s0><s1> Reachy a robot wearing a striped shirt and holding a cell phone", "output": {"url": "image-17.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt and a camera", "output": {"url": "image-18.png"}}, {"text": "A <s0><s1> Reachy a robot wearing a striped shirt and holding a phone", "output": {"url": "image-19.png"}}, {"text": "A <s0><s1> Reachy a robot wearing a striped shirt and standing on a street", "output": {"url": "image-20.png"}}, {"text": "A <s0><s1> Reachy a robot wearing a striped shirt and holding a sign", "output": {"url": "image-21.png"}}, {"text": "A <s0><s1> Reachy a robot is standing on a wooden stand", "output": {"url": "image-22.png"}}, {"text": "A <s0><s1> Reachy a robot is standing in a room with a desk", "output": {"url": "image-23.png"}}, {"text": "A <s0><s1> Reachy a robot is standing in a room with a desk", "output": {"url": "image-24.png"}}, {"text": "A <s0><s1> Reachy a robot with a skeleton on top of a stand", "output": {"url": "image-25.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt standing on a stool", "output": {"url": "image-26.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt standing in a room", "output": {"url": "image-27.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt standing on a stand", "output": {"url": "image-28.png"}}, {"text": "A <s0><s1> Reachy a robot standing in front of a work bench", "output": {"url": "image-29.png"}}, {"text": "A <s0><s1> Reachy a robot with a black and white striped shirt standing in front of a work bench", "output": {"url": "image-30.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt standing on a table", "output": {"url": "image-31.png"}}, {"text": "A <s0><s1> Reachy a robot is standing in front of a wall", "output": {"url": "image-32.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt standing in front of a work bench", "output": {"url": "image-33.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt and a black and white striped tie", "output": {"url": "image-34.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt and a black and white striped tie", "output": {"url": "image-35.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt and a black and white striped tie", "output": {"url": "image-36.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt and a black and white striped tie", "output": {"url": "image-37.png"}}, {"text": "A <s0><s1> Reachy a robot with a large head and a small body", "output": {"url": "image-38.png"}}, {"text": "A <s0><s1> Reachy a robot with a large head and a small body", "output": {"url": "image-39.png"}}, {"text": "A <s0><s1> Reachy a robot with a black and white face and arms", "output": {"url": "image-40.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt and a black and white striped tie", "output": {"url": "image-41.png"}}, {"text": "A <s0><s1> Reachy a white robot with a blue background sitting on a desk", "output": {"url": "image-42.png"}}, {"text": "A <s0><s1> Reachy a white robot with two eyes and a computer", "output": {"url": "image-43.png"}}, {"text": "A <s0><s1> Reachy a robot with a computer and a mouse on top of it", "output": {"url": "image-44.png"}}, {"text": "A <s0><s1> Reachy a robot is standing on a sidewalk near a body of water", "output": {"url": "image-45.png"}}, {"text": "A <s0><s1> Reachy a robot is standing on a sidewalk near a body of water", "output": {"url": "image-46.png"}}, {"text": "A <s0><s1> Reachy a robot is standing on a sidewalk near a body of water", "output": {"url": "image-47.png"}}, {"text": "A <s0><s1> Reachy a robot is standing on a sidewalk near a body of water", "output": {"url": "image-48.png"}}, {"text": "A <s0><s1> Reachy a white robot with a skeleton on it", "output": {"url": "image-49.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt and black and white pants", "output": {"url": "image-50.png"}}, {"text": "A <s0><s1> Reachy a robot with a black and white striped shirt", "output": {"url": "image-51.png"}}, {"text": "A <s0><s1> Reachy a robot holding a flower", "output": {"url": "image-52.png"}}, {"text": "A <s0><s1> Reachy a robot holding a flower", "output": {"url": "image-53.png"}}, {"text": "A <s0><s1> Reachy a robot holding flowers in front of a blue wall", "output": {"url": "image-54.png"}}, {"text": "A <s0><s1> Reachy a robot holding flowers in front of a blue wall", "output": {"url": "image-55.png"}}, {"text": "A <s0><s1> Reachy a robot holding a flower in its hand", "output": {"url": "image-56.png"}}, {"text": "A <s0><s1> Reachy a robot holding a flower in its hand", "output": {"url": "image-57.png"}}, {"text": "A <s0><s1> Reachy a robot holding a rose", "output": {"url": "image-58.png"}}, {"text": "A <s0><s1> Reachy a robot holding a rose", "output": {"url": "image-59.png"}}, {"text": "A <s0><s1> Reachy a robot with a flower in its hand", "output": {"url": "image-60.png"}}, {"text": "A <s0><s1> Reachy a robot with a flower in its hand", "output": {"url": "image-61.png"}}, {"text": "A <s0><s1> Reachy a robot with a flower in its hand", "output": {"url": "image-62.png"}}, {"text": "A <s0><s1> Reachy a robot holding a flower in its hand", "output": {"url": "image-63.png"}}, {"text": "A <s0><s1> Reachy a robot holding a flower in its hand", "output": {"url": "image-64.png"}}, {"text": "A <s0><s1> Reachy a robot holding a flower", "output": {"url": "image-65.png"}}, {"text": "A <s0><s1> Reachy a robot holding a rose in front of a blue wall", "output": {"url": "image-66.png"}}, {"text": "A <s0><s1> Reachy a person holding a robot that is standing on its legs", "output": {"url": "image-67.png"}}, {"text": "A <s0><s1> Reachy a robot with a blue background and a white body", "output": {"url": "image-68.png"}}, {"text": "A <s0><s1> Reachy a robot with two antennas on its head", "output": {"url": "image-69.png"}}, {"text": "A <s0><s1> Reachy a robot is holding a cup of coffee in front of a machine", "output": {"url": "image-70.png"}}, {"text": "A <s0><s1> Reachy a robot in a living room with people sitting on couches", "output": {"url": "image-71.png"}}, {"text": "A <s0><s1> Reachy a robot skeleton stands in the middle of a room", "output": {"url": "image-72.png"}}, {"text": "A <s0><s1> Reachy a woman is standing next to a robot that is on display", "output": {"url": "image-73.png"}}, {"text": "A <s0><s1> Reachy a robot on a stand with a black background", "output": {"url": "image-74.png"}}, {"text": "A <s0><s1> Reachy a robot with a striped shirt on top of its mobile base", "output": {"url": "image-75.png"}}, {"text": "A <s0><s1> Reachy a robot on a stand with a black background", "output": {"url": "image-76.png"}}, {"text": "A <s0><s1> Reachy a robot on top of its mobile base with a striped shirt on its mobile base", "output": {"url": "image-77.png"}}, {"text": "A <s0><s1> Reachy a robot on top of its mobile base with a striped shirt and black and white stripes", "output": {"url": "image-78.png"}}], "base_model": "stabilityai/stable-diffusion-xl-base-1.0", "instance_prompt": "A <s0><s1> Reachy"}
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