diff --git a/README.md b/README.md
index 0278fcd..1a53021 100644
--- a/README.md
+++ b/README.md
@@ -10,8 +10,6 @@ tags:
 - text-to-image
 - image-generation
 - flux
-studios:
-- muse/flux_dev
 ---
 
 ![FLUX.1 [dev] Grid](./dev_grid.jpg)
@@ -44,7 +42,7 @@ The FLUX.1 models are also available via API from the following sources
 To use `FLUX.1 [dev]` with the 🧨 diffusers python library, first install or upgrade diffusers
 
 ```shell
-pip install git+https://github.com/huggingface/diffusers.git
+pip install -U diffusers
 ```
 
 Then you can use `FluxPipeline` to run the model
@@ -62,7 +60,6 @@ image = pipe(
     height=1024,
     width=1024,
     guidance_scale=3.5,
-    output_type="pil",
     num_inference_steps=50,
     max_sequence_length=512,
     generator=torch.Generator("cpu").manual_seed(0)