Update README.md

README.md

@@ -23,16 +23,46 @@ license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICE
 ---
 # FLUX.1-dev-LoRA-blended-realistic-illustration
 
-<Gallery />
+This is a LoRA trained on FLUX.1-dev for blended realistic illustration by [Muertu](https://www.shakker.ai/userpage/562c8ddb15e147c9b1c31878f865c901/publish), the front character is in illustration style, while the background is realistic.
+
+<div class="container">
+  <img src="./assets/poster.png" width="1024"/>
+</div>
 
 
+## Showcases
+<Gallery />
+
 ## Trigger words
 
-You should use `artistic style blends reality and illustration elements.` to trigger the image generation.
+You should use `artistic style blends reality and illustration elements.` to trigger the image generation. The recommended scale is `1.0`.
+
+## Inference
+
+```
+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-blended-realistic-illustration", weight_name="FLUX-dev-lora-blended_realistic_illustration.safetensors")
+pipe.fuse_lora(lora_scale=1.0)
+pipe.to("cuda")
+
+prompt = A peaceful outdoor scene,surrounded by lush green leaves and vibrant vegetation on the stone road. A cartoon style man sits on white clothes,gently caressing two animated cats,one orange and one white. Soft sunlight creates shadows,simple walls and pebble floors create a peaceful atmosphere,blending reality and animation elements,and natural and procedural characters. The artistic style blends elements of reality and illustration."
+
+image = pipe(prompt, 
+             num_inference_steps=24, 
+             guidance_scale=3.5,
+             width=768, height=1024,
+            ).images[0]
+image.save(f"example.png")
+```
+
 
+## Online Inference
 
-## Download model
+You can also download this model at [Shakker AI](https://www.shakker.ai/modelinfo/4ea23c6ad148462589ea42e4eeac9897?from=personal_page), where we provide an online interface to generate images.
 
-Weights for this model are available in Safetensors format.
 
-[Download](/Shakker-Labs/FLUX.1-dev-LoRA-blended-realistic-illustration/tree/main) them in the Files & versions tab.
+## Acknowledgements
+This model is trained by our copyrighted users [Muertu](https://www.shakker.ai/userpage/562c8ddb15e147c9b1c31878f865c901/publish). We release this model under permissions.