Update README.md

README.md

@@ -1,9 +1,12 @@
 ---
 tags:
 - text-to-image
+- stable-diffusion
 - lora
 - diffusers
-- template:diffusion-lora
+- image-generation
+- flux
+- safetensors
 widget:
 - text: >-
     A young man, gold hair, white T-shirt. The background is 4 real photos, and
@@ -30,18 +33,47 @@ license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICE
 ---
 # FLUX.1-dev-LoRA-One-Click-Creative-Template
 
+This is a LoRA trained on FLUX.1-dev by [Nvwa_model_studio](https://www.shakker.ai/userpage/cd65d71ff6a74bbfaaeba0b898dbf856/publish) for creative photos.
+
+<div class="container">
+  <img src="./poster.jpeg" width="1024"/>
+</div>
+
+## Showcases
 <Gallery />
 
 
 ## Trigger words
 
-You should use `The background is 4 real photos` to trigger the image generation.
+You should use `The background is 4 real photos, and in the middle is a cartoon picture summarizing the real photos.` to trigger the image generation. The recommended scale is `1.0` in diffusers.
+
+
+## Inference
+
+```python
+import torch
+from diffusers import FluxPipeline
+
+pipe = FluxPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16)
+pipe.load_lora_weights("Shakker-Labs/FLUX.1-dev-LoRA-One-Click-Creative-Template", weight_name="FLUX-dev-lora-One-Click-Creative-Template.safetensors")
+pipe.fuse_lora(lora_scale=1.0)
+pipe.to("cuda")
+
+prompt = "A young girl, red hair, blue dress. The background is 4 real photos, and in the middle is a cartoon picture summarizing the real photos."
+
+image = pipe(prompt, 
+             num_inference_steps=24, 
+             guidance_scale=3.5,
+             width=960, height=1280,
+            ).images[0]
+image.save(f"example.png")
+```
 
-You should use `and in the middle is a cartoon picture summarizing the real photos` to trigger the image generation.
+## Online Inference
 
+You can also download this model at [Shakker AI](https://www.shakker.ai/modelinfo/16681dcf76e7447a83731c02eb4f4efe?from=personal_page), where we provide an online interface to generate images.
 
-## Download model
 
-Weights for this model are available in Safetensors format.
+## Acknowledgements
+This model is trained by our copyrighted users [Nvwa_model_studio](https://www.shakker.ai/userpage/cd65d71ff6a74bbfaaeba0b898dbf856/publish). We release this model under permissions.
 
-[Download](/Shakker-Labs/FLUX.1-dev-LoRA-One-Click-Creative-Template/tree/main) them in the Files & versions tab.