Update README.md

README.md

@@ -72,51 +72,6 @@ widget:
 - [cakeify_16_epochs.safetensors](./cakeify_16_epochs.safetensors) - LoRA Model File
 - [wan_img2vid_lora_workflow.json](./workflow/wan_img2vid_lora_workflow.json) - Wan I2V with LoRA Workflow for ComfyUI
 
-## Using with Diffusers
-```py
-pip install git+https://github.com/huggingface/diffusers.git
-```
-
-```py
-import torch
-from diffusers.utils import export_to_video, load_image
-from diffusers import AutoencoderKLWan, WanImageToVideoPipeline
-from transformers import CLIPVisionModel
-import numpy as np
-
-model_id = "Wan-AI/Wan2.1-I2V-14B-480P-Diffusers"
-image_encoder = CLIPVisionModel.from_pretrained(model_id, subfolder="image_encoder", torch_dtype=torch.float32)
-vae = AutoencoderKLWan.from_pretrained(model_id, subfolder="vae", torch_dtype=torch.float32)
-pipe = WanImageToVideoPipeline.from_pretrained(model_id, vae=vae, image_encoder=image_encoder, torch_dtype=torch.bfloat16)
-pipe.to("cuda")
-
-pipe.load_lora_weights("Remade/Squish")
-
-pipe.enable_model_cpu_offload() #for low-vram environments
-
-prompt = "In the video, a miniature cat toy is presented. The cat toy is held in a person's hands. The person then presses on the cat toy, causing a sq41sh squish effect. The person keeps pressing down on the cat toy, further showing the sq41sh squish effect."
-
-image = load_image("https://huggingface.co/datasets/diffusers/cat_toy_example/resolve/main/1.jpeg")
-
-max_area = 480 * 832
-aspect_ratio = image.height / image.width
-mod_value = pipe.vae_scale_factor_spatial * pipe.transformer.config.patch_size[1]
-height = round(np.sqrt(max_area * aspect_ratio)) // mod_value * mod_value
-width = round(np.sqrt(max_area / aspect_ratio)) // mod_value * mod_value
-image = image.resize((width, height))
-
-output = pipe(
-    image=image,
-    prompt=prompt,
-    height=height,
-    width=width,
-    num_frames=81,
-    guidance_scale=5.0,
-    num_inference_steps=28
-).frames[0]
-export_to_video(output, "output.mp4", fps=16)
-```
-
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 <div style="background-color: #f8f9fa; padding: 20px; border-radius: 10px; margin-bottom: 20px;">
   <div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">