Update README.md

README.md

@@ -4,7 +4,9 @@ tags:
 - stable-diffusion
 - lora
 - diffusers
-- template:sd-lora
+- image-generation
+- flux
+- safetensors
 widget:
 - text: >-
     Installation art style, A colorful inflatable bear is wrapped in a clear
@@ -31,16 +33,44 @@ license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICE
 ---
 # FLUX.1-dev-LoRA-Garbage-Bag-Art
 
+This is a LoRA (Garbage-Bag-Art) trained on FLUX.1-dev by [Hongke](https://www.shakker.ai/userpage/b1f1d4128cec474c8085576e6c9fb761/publish) on [Shakker AI](https://www.shakker.ai/modelinfo/0210878e637047c6bad4db62ebfcefe8?from=feed).
+
+<div class="container">
+  <img src="./poster.jpg" width="1024"/>
+</div>
+
+## Showcases
 <Gallery />
 
 
 ## Trigger words
 
-You should use `Inflatable plastic bag` to trigger the image generation.
+You should use `Inflatable plastic bag` as trigger words. 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-Garbage-Bag-Art", weight_name="FLUX-dev-lora-Garbage-Bag-Art.safetensors")
+pipe.fuse_lora(lora_scale=1.1)
+pipe.to("cuda")
+
+prompt = "Installation art style, A colorful inflatable bear is wrapped in a clear plastic bag against a white background,dolls made from inflatable garbage bags,colorful,huge toys,on a white background,artist's exhibition,environmental art,"
+
+image = pipe(prompt, 
+             num_inference_steps=24, 
+             guidance_scale=3.5,
+            ).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/ae11c92961ac493e819a5a24b6fa1cbc?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-Garbage-Bag-Art/tree/main) them in the Files & versions tab.
+## Acknowledgements
+This model is trained by our copyrighted users [Hongke](https://www.shakker.ai/userpage/b1f1d4128cec474c8085576e6c9fb761/publish). We release this model under permissions. The model follows [flux-1-dev-non-commercial-license](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).