Update README.md

README.md

@@ -15,6 +15,9 @@ This model achieves state-of-the-art results on GenEval. Read our [blog post](ht
 The model is currently in beta. We are working on improving it and the community's feedback is important.
 Join [fal's Discord](https://discord.gg/fal-ai) to give us feedback and stay in touch with the model development.
 
+Credits: A huge thank you to @cloneofsimo and @isidentical for bringing this project to life. It's incredible what two cracked engineers can achieve in
+such a short period of time. We also extend our gratitude to the incredible researchers whose prior work laid the foundation for our efforts.
+
 ## Usage
 
 ```bash
@@ -26,9 +29,9 @@ $ pip install git+https://github.com/huggingface/diffusers.git
 from diffusers import AuraFlowPipeline
 import torch
 
-pipeline = AuraFlowPipeline(
-	"fal/AuraFlow", 
-	torch_dtype=torch.float16
+pipeline = AuraFlowPipeline.from_pretrained(
+    "fal/AuraFlow",
+    torch_dtype=torch.float16
 ).to("cuda")
 
 image = pipeline(