Update README.md

README.md

@@ -11,7 +11,6 @@ pipeline_tag: text-to-image
 tags:
 - Text-to-Image
 - IP-Adapter
-- Diffusers
 - Flux.1-dev
 - image-generation
 - Stable Diffusion
@@ -39,6 +38,12 @@ This is a regular IP-Adapter, where the new layers are added into 38 single and
   <img src="./assets/teasers/8.png" width="1024"/>
 </div>
 
+# Showcases (LoRA)
+We adopt [Shakker-Labs/FLUX.1-dev-LoRA-collections](https://huggingface.co/Shakker-Labs/FLUX.1-dev-LoRA-collections) as a character LoRA and use its default prompt.
+
+<div class="container">
+  <img src="./assets/teasers/9.png" width="1024"/>
+</div>
 
 # Inference
 ```python
@@ -46,7 +51,11 @@ This is a regular IP-Adapter, where the new layers are added into 38 single and
 ```
 
 # Limitations
-This model supports image reference, but is not perfect for style transfer, which means that there exists a trade-off between content leakage and style transfer. We don't find similar properties in FLUX.1-dev (DiT-based) as in [InstantStyle](https://instantstyle.github.io/) (UNet-based). It may take several attempts to get satisfied results. Furthermore, current released model may suffer from limited diversity, thus cannot cover some styles or concepts.
+This model supports image reference, but is not for fine-grained style transfer or character consistency, which means that there exists a trade-off between content leakage and style transfer. We don't find similar properties in FLUX.1-dev (DiT-based) as in [InstantStyle](https://instantstyle.github.io/) (UNet-based). It may take several attempts to get satisfied results. Furthermore, current released model may suffer from limited diversity, thus cannot cover some styles or concepts,
+
+<div class="container">
+  <img src="./assets/teasers/10.png" width="1024"/>
+</div>
 
 # License
 The model is released under [flux-1-dev-non-commercial-license](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md). All copyright reserved.