Update README.md

README.md

@@ -5,4 +5,23 @@ pipeline_tag: image-to-image
 library_name: diffusers
 tags:
 - text-generation-inference
----
+---
+
+pip install git+https://github.com/huggingface/diffusers.git
+
+```py
+import torch
+from diffusers import FluxKontextPipeline
+from diffusers.utils import load_image
+
+pipe = FluxKontextPipeline.from_pretrained("kpsss34/FLUX.1-Kontext-dev-int4", torch_dtype=torch.bfloat16)
+pipe.to("cuda")
+
+input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png")
+
+image = pipe(
+  image=input_image,
+  prompt="Add a hat to the cat",
+  guidance_scale=2.5
+).images[0]
+```