|
--- |
|
base_model: stabilityai/stable-diffusion-3-medium-diffusers |
|
library_name: diffusers |
|
license: openrail++ |
|
tags: |
|
- text-to-image |
|
- diffusers-training |
|
- diffusers |
|
- lora |
|
- sd3 |
|
- sd3-diffusers |
|
- template:sd-lora |
|
instance_prompt: a photo of [V] object |
|
widget: |
|
- text: A photo of [V] object |
|
output: |
|
url: image_0.png |
|
- text: A photo of [V] object |
|
output: |
|
url: image_1.png |
|
- text: A photo of [V] object |
|
output: |
|
url: image_2.png |
|
- text: A photo of [V] object |
|
output: |
|
url: image_3.png |
|
--- |
|
|
|
<!-- 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 - anmittal1/camera2-sd3-lora-1 |
|
|
|
<Gallery /> |
|
|
|
## Model description |
|
|
|
These are anmittal1/camera2-sd3-lora-1 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 [V] object` to trigger the image generation. |
|
|
|
## Download model |
|
|
|
[Download the *.safetensors LoRA](anmittal1/camera2-sd3-lora-1/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('anmittal1/camera2-sd3-lora-1', weight_name='pytorch_lora_weights.safetensors') |
|
image = pipeline('A photo of [V] object').images[0] |
|
``` |
|
|
|
### Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke |
|
|
|
- **LoRA**: download **[`diffusers_lora_weights.safetensors` here 💾](/anmittal1/camera2-sd3-lora-1/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). |
|
|
|
|
|
## 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] |
