|
--- |
|
tags: |
|
- text-to-image |
|
- lora |
|
- diffusers |
|
- flux |
|
base_model: black-forest-labs/FLUX.1-dev |
|
license: creativeml-openrail-m |
|
library_name: diffusers |
|
--- |
|
|
|
# Van Lang University Logo |
|
|
|
LoRA Adapter for [black-forest-labs/FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev) trained on 15 pictures of Van Lang University Logo with [ai-toolkit](https://github.com/ostris/ai-toolkit/tree/main) |
|
|
|
|
|
## Trigger words |
|
You should use `VLU` to trigger the image generation. The trigger phrase `VLU Logo with 'Van Lang University' text printed on [material]. |
|
|
|
|
|
# Model Details |
|
|
|
**Some Examples** |
|
|
|
<img src="https://huggingface.co/dtthanh/vlu_logo/resolve/main/VLU_logo%20(1).jpg" width=512> |
|
<img src="https://huggingface.co/dtthanh/vlu_logo/resolve/main/VLU_logo%20(2).jpg" width=512> |
|
<img src="https://huggingface.co/dtthanh/vlu_logo/resolve/main/VLU_logo%20(3).jpg" width=512> |
|
<img src="https://huggingface.co/dtthanh/vlu_logo/resolve/main/VLU_logo%20(1).png" width=512> |
|
<img src="https://huggingface.co/dtthanh/vlu_logo/resolve/main/VLU_logo%20(2).png" width=512> |
|
<img src="https://huggingface.co/dtthanh/vlu_logo/resolve/main/VLU_logo%20(3).png" width=512> |
|
<img src="https://huggingface.co/dtthanh/vlu_logo/resolve/main/VLU_logo%20(4).png" width=512> |
|
<img src="https://huggingface.co/dtthanh/vlu_logo/resolve/main/VLU_logo%20(4).png" width=512> |
|
<img src="https://huggingface.co/dtthanh/vlu_logo/resolve/main/VLU_logo%20(6).png" width=512> |
|
<img src="https://huggingface.co/dtthanh/vlu_logo/resolve/main/VLU_logo%20(7).png" width=512> |
|
|
|
# Usage |
|
|
|
With diffusers package |
|
*Note: FLUX uses ~70GBvram when loaded directly with diffusers* |
|
*Note: Recommended to load at ~70% scale for best results* |
|
|
|
```python |
|
from diffusers import DiffusionPipeline |
|
|
|
pipeline = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.1-dev") |
|
pipeline.load_lora_weights('dtthanh/vlu_logo', weight_name='lora.safetensors') |
|
pipeline.to("cuda") |
|
|
|
prompt = "a photo of a female student with red polo on that there is VLU Logo with 'Van Lang University' text printed. backgound is a class." |
|
|
|
out = pipeline( |
|
prompt=prompt, |
|
guidance_scale=3.5, |
|
num_inference_steps=20, |
|
cross_attention_kwargs={"scale": 0.7} |
|
).images[0] |
|
|
|
out.save("vlulogo.png") |
|
``` |
|
|
|
# Additional Details |
|
|
|
Please see base model page [black-forest-labs/FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev) for all details on appropriate usage, licensing, and more. |
