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 college student, walking on the street, campus background,
@@ -28,12 +30,52 @@ license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICE
 ---
 # FLUX.1-dev-LoRA-AntiBlur
 
+This is a functional LoRA trained on FLUX.1-dev for deep DoF (Anti-Blur🔥) by [Vadim_Fedenko](https://www.shakker.ai/userpage/1f90018d803d4045b8dec4d627915098/publish) on [Shakker AI](https://www.shakker.ai/modelinfo/5c3fa3f1d5034e63be325196eae0b4f6?from=search).
+
+<div class="container">
+  <img src="./poster.jpg" width="1024"/>
+</div>
+
+## Showcases
 <Gallery />
 
+## Comparison
+<div class="container">
+  <img src="./comparison1.png" width="1024"/>
+</div>
+
+<div class="container">
+  <img src="./comparison2.png" width="1024"/>
+</div>
+
+## Trigger words
+The trigger word is not required. The recommended scale is `1.0` to `1.5` 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-AntiBlur", weight_name="FLUX-dev-lora-AntiBlur.safetensors")
+pipe.fuse_lora(lora_scale=1.5)
+pipe.to("cuda")
+
+prompt = "a young college student, walking on the street, campus background, photography"
+
+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 run this model at [Shakker AI](https://www.shakker.ai/modelinfo/5c3fa3f1d5034e63be325196eae0b4f6?from=search), 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-AntiBlur/tree/main) them in the Files & versions tab.
+## Acknowledgements
+This model is trained by our copyrighted users [Vadim_Fedenko](https://www.shakker.ai/userpage/1f90018d803d4045b8dec4d627915098/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).