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@@ -57,10 +57,14 @@ recon_image.save("reconstituted.png")
 
 ```py
 import torch
-from diffusers import AutoModel
+from diffusers import AutoModel, Flux2Pipeline
 
 device = torch.device("cuda")
 tiny_vae = AutoModel.from_pretrained(
     "fal/FLUX.2-Tiny-AutoEncoder", trust_remote_code=True, torch_dtype=torch.bfloat16
 ).to(device)
+
+pipe = Flux2Pipeline.from_pretrained(
+    "black-forest-labs/FLUX.2-dev", vae=tiny_vae, torch_dtype=torch.bfloat16
+).to(device)
 ```