README.md

---
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
license: openrail++
---

# 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.