---
base_model: stabilityai/stable-diffusion-3-medium-diffusers
library_name: diffusers
license: other
instance_prompt: a photo of a canola plant in the early bolting stage. It is about
  50 days old. It has a long stem and a few yellow buds at the top of the plant.
widget:
- text: A photo of a canola plant in the early bolting stages. The stem of the plant
    is long and tapers towards the top. The leaves are concentrated at the lower half
    of the plant, with a few yellow buds clustered at the top. It is about 50 days
    old. It is growing in dark, nutrient-rich soil. It is contained within a smooth,
    bright blue cylindrical cup on a bright blue background
  output:
    url: image_0.png
- text: A photo of a canola plant in the early bolting stages. The stem of the plant
    is long and tapers towards the top. The leaves are concentrated at the lower half
    of the plant, with a few yellow buds clustered at the top. It is about 50 days
    old. It is growing in dark, nutrient-rich soil. It is contained within a smooth,
    bright blue cylindrical cup on a bright blue background
  output:
    url: image_1.png
- text: A photo of a canola plant in the early bolting stages. The stem of the plant
    is long and tapers towards the top. The leaves are concentrated at the lower half
    of the plant, with a few yellow buds clustered at the top. It is about 50 days
    old. It is growing in dark, nutrient-rich soil. It is contained within a smooth,
    bright blue cylindrical cup on a bright blue background
  output:
    url: image_2.png
- text: A photo of a canola plant in the early bolting stages. The stem of the plant
    is long and tapers towards the top. The leaves are concentrated at the lower half
    of the plant, with a few yellow buds clustered at the top. It is about 50 days
    old. It is growing in dark, nutrient-rich soil. It is contained within a smooth,
    bright blue cylindrical cup on a bright blue background
  output:
    url: image_3.png
tags:
- text-to-image
- diffusers-training
- diffusers
- lora
- template:sd-lora
- sd3
- sd3-diffusers
- text-to-image
- diffusers-training
- diffusers
- lora
- template:sd-lora
- sd3
- sd3-diffusers
---

<!-- This model card has been generated automatically according to the information the training script had access to. You
should probably proofread and complete it, then remove this comment. -->


# SD3 DreamBooth LoRA - rdeinla/test-can-4-2

<Gallery />

## Model description

These are rdeinla/test-can-4-2 DreamBooth LoRA weights for stabilityai/stable-diffusion-3-medium-diffusers.

The weights were trained using [DreamBooth](https://dreambooth.github.io/) with the [SD3 diffusers trainer](https://github.com/huggingface/diffusers/blob/main/examples/dreambooth/README_sd3.md).

Was LoRA for the text encoder enabled? False.

## Trigger words

You should use `a photo of a canola plant in the early bolting stage. It is about 50 days old. It has a long stem and a few yellow buds at the top of the plant.` to trigger the image generation.

## Download model

[Download the *.safetensors LoRA](rdeinla/test-can-4-2/tree/main) in the Files & versions tab.

## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)

```py
from diffusers import AutoPipelineForText2Image
import torch
pipeline = AutoPipelineForText2Image.from_pretrained(stabilityai/stable-diffusion-3-medium-diffusers, torch_dtype=torch.float16).to('cuda')
pipeline.load_lora_weights('rdeinla/test-can-4-2', weight_name='pytorch_lora_weights.safetensors')
image = pipeline('A photo of a canola plant in the early bolting stages. The stem of the plant is long and tapers towards the top. The leaves are concentrated at the lower half of the plant, with a few yellow buds clustered at the top. It is about 50 days old. It is growing in dark, nutrient-rich soil. It is contained within a smooth, bright blue cylindrical cup on a bright blue background').images[0]
```

### Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke

- **LoRA**: download **[`diffusers_lora_weights.safetensors` here 💾](/rdeinla/test-can-4-2/blob/main/diffusers_lora_weights.safetensors)**.
    - Rename it and place it on your `models/Lora` folder.
    - On AUTOMATIC1111, load the LoRA by adding `<lora:your_new_name:1>` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/).

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)

## License

Please adhere to the licensing terms as described [here](https://huggingface.co/stabilityai/stable-diffusion-3-medium/blob/main/LICENSE.md).


## Intended uses & limitations

#### How to use

```python
# TODO: add an example code snippet for running this diffusion pipeline
```

#### Limitations and bias

[TODO: provide examples of latent issues and potential remediations]

## Training details

[TODO: describe the data used to train the model]