Update README.md

README.md

@@ -4,7 +4,9 @@ tags:
 - stable-diffusion
 - lora
 - diffusers
-- template:sd-lora
+- image-generation
+- flux
+- safetensors
 widget:
 - text: mkym this is made of wool, close up of a gundam robot
   output:
@@ -20,19 +22,51 @@ instance_prompt: mkym this is made of wool
 license: other
 license_name: flux-1-dev-non-commercial-license
 license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
+language:
+- en
+library_name: diffusers
 ---
 # FLUX.1-dev-LoRA-MiaoKa-Yarn-World
 
+This is a LoRA (MiaoKa-Yarn-World) trained on FLUX.1-dev by [MIAOKA](https://www.shakker.ai/userpage/bbe5dd5bb87d4daf9733b9ac27892ee4/publish) for creating wool yarn art. It is capable of producing intricate and realistic woolen textures and patterns while maintaining high performance.
+
+<div class="container">
+  <img src="./poster.jpg" width="1024"/>
+</div>
+
+## Showcases
 <Gallery />
 
 
 ## Trigger words
 
-You should use `mkym this is made of wool` to trigger the image generation.
+You should use `mkym this is made of wool` to trigger the image generation. The recommended scale is `0.8` to `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-MiaoKa-Yarn-World", weight_name="FLUX-dev-lora-MiaoKa-Yarn-World.safetensors")
+pipe.fuse_lora(lora_scale=1.0)
+pipe.to("cuda")
+
+prompt = "mkym this is made of wool, sports car"
+
+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/bde5721eb17a457c85cc2fffefc0a390?from=feed), 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-MiaoKa-Yarn-World/tree/main) them in the Files & versions tab.
+## Acknowledgements
+This model is trained by our copyrighted users [MIAOKA](https://www.shakker.ai/userpage/bbe5dd5bb87d4daf9733b9ac27892ee4/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).