Update README.md

README.md

@@ -52,7 +52,35 @@ This repository is the `checkpoint` of paper "SteadyDancer: Harmonized and Coher
 
 
 ## Notice 
-* This is a diffusers gguf ，not a comfyUI gguf ，注意，这是基于diffuser的管线量化的gguf模型，如果使用comfyUI原生加载，需要用city96的量化方式，或者修改键名
+* This is a diffusers gguf ，not a comfyUI gguf ，注意，这是基于diffuser的管线量化的gguf模型，如果使用comfyUI原生加载，需要用city96的量化方式，或者加载时候修改键名以适配comfyUI的模型结构
+
+## pipeline
+
+
+```
+from diffusers import  GGUFQuantizationConfig,WanTransformer3DModel,WanVideoToVideoPipeline
+from transformers import UMT5EncoderModel
+from diffusers.models import AutoencoderKLWan
+
+gguf_path="https://huggingface.co/smthem/SteadyDancer-14B-gguf/blob/main/SteadyDancer-14B-Q8_0.gguf"
+model_id="Wan-AI/Wan2.1-I2V-14B-720P-Diffusers" 
+
+transformer = WanTransformer3DModel.from_single_file(
+        gguf_path,
+        config=model_id,
+        quantization_config=GGUFQuantizationConfig(compute_dtype=torch.bfloat16),
+        torch_dtype=torch.bfloat16,
+        )
+
+vae=AutoencoderKLWan.from_pretrained(model_id, torch_dtype=torch.bfloat16,)
+text_encoder=UMT5EncoderModel.from_pretrained(model_id, torch_dtype=torch.bfloat16,)
+
+pipe = WanVideoToVideoPipeline.from_pretrained(model_id, vae=vae,transformer=transformer,text_encoder=text_encoder, torch_dtype=torch.bfloat16)
+
+# run infer
+...
+
+```