Update README.md

README.md

@@ -4,4 +4,29 @@ base_model:
 pipeline_tag: image-to-image
 tags:
 - text-generation-inference
----
+---
+
+pip install -U diffusers
+
+```python
+import torch
+from diffusers import FluxFillPipeline
+from diffusers.utils import load_image
+
+image = load_image("https://huggingface.co/datasets/diffusers/diffusers-images-docs/resolve/main/cup.png")
+mask = load_image("https://huggingface.co/datasets/diffusers/diffusers-images-docs/resolve/main/cup_mask.png")
+
+pipe = FluxFillPipeline.from_pretrained("kpsss34/FLUX.1-Fill-int4", torch_dtype=torch.bfloat16).to("cuda")
+image = pipe(
+    prompt="a white paper cup",
+    image=image,
+    mask_image=mask,
+    height=512,
+    width=512,
+    guidance_scale=30,
+    num_inference_steps=50,
+    max_sequence_length=512,
+    generator=torch.Generator("cpu").manual_seed(0)
+).images[0]
+image.save(f"flux-fill-dev.png")
+```