Update README.md

README.md

@@ -4,7 +4,9 @@ tags:
 - stable-diffusion
 - lora
 - diffusers
-- template:sd-lora
+- image-generation
+- flux
+- safetensors
 widget:
 - text: a young woman
   output:
@@ -17,12 +19,44 @@ license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICE
 ---
 # FLUX.1-dev-LoRA-add-details
 
+This is a LoRA trained on FLUX.1-dev for enhancing realism and details, achieveing natural skin. Made by [Dote](https://www.shakker.ai/userpage/7728c1d6b47649548612edffcb470ccb/publish).
+
+<div class="container">
+  <img src="./images/poster.jpeg" width="1024"/>
+</div>
+
+## Showcases
 <Gallery />
 
+## Trigger words
+
+There is no essential trigger words. The recommended scale is `1.0`. The scale be can be negative.
+
+## 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-blended-realistic-illustration", weight_name="FLUX.1-dev-LoRA-add-details")
+pipe.fuse_lora(lora_scale=1.0)
+pipe.to("cuda")
+
+prompt = "A beautiful woman, flim rendering"
+
+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/f040e8f8526945249ff4f150fc727eb3?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-add-details/tree/main) them in the Files & versions tab.
+## Acknowledgements
+This model is trained by our copyrighted users [Dote](https://www.shakker.ai/userpage/7728c1d6b47649548612edffcb470ccb/publish). We release this model under permissions.