Update README.md

README.md

@@ -10,4 +10,51 @@ pipeline_tag: text-to-image
 library_name: diffusers
 tags:
 - diffusion-single-file
----
+---
+
+```python
+import torch
+from diffusers import LongCatImagePipeline, LongCatImageTransformer2DModel
+from transformers.modeling_utils import no_init_weights
+
+with no_init_weights():
+    transformer = LongCatImageTransformer2DModel.from_config(
+        LongCatImageTransformer2DModel.load_config(
+            "meituan-longcat/LongCat-Image", subfolder="transformer"
+        ),
+        torch_dtype=torch.bfloat16
+    ).to(torch.bfloat16)
+
+DFloat11Model.from_pretrained(
+    "mingyi456/LongCat-Image-DF11",
+    device="cpu",
+    bfloat16_model=transformer,
+)
+
+pipe = LongCatImagePipeline.from_pretrained(
+    "meituan-longcat/LongCat-Image",
+    transformer=transformer, 
+    torch_dtype=torch.bfloat16
+)
+DFloat11Model.from_pretrained(
+    "mingyi456/Qwen2.5-VL-7B-Instruct-DF11",
+    device="cpu",
+    bfloat16_model=pipe.text_encoder,
+)
+
+pipe.enable_model_cpu_offload() 
+prompt = '一个年轻的亚裔女性，身穿黄色针织衫，搭配白色项链。她的双手放在膝盖上，表情恬静。背景是一堵粗糙的砖墙，午后的阳光温暖地洒在她身上，营造出一种宁静而温馨的氛围。镜头采用中距离视角，突出她的神态和服饰的细节。光线柔和地打在她的脸上，强调她的五官和饰品的质感，增加画面的层次感与亲和力。整个画面构图简洁，砖墙的纹理与阳光的光影效果相得益彰，突显出人物的优雅与从容。'
+
+image = pipe(
+    prompt,
+    height=768,
+    width=1344,
+    guidance_scale=4.0,
+    num_inference_steps=50,
+    num_images_per_prompt=1,
+    generator=torch.Generator("cpu").manual_seed(43),
+    enable_cfg_renorm=True,
+    enable_prompt_rewrite=True
+).images[0]
+image.save('image longcat-image.png')
+```