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An old illustration of to trigger the image generation.pip install diffusers1import torch
2from diffusers.utils import export_to_video
3from diffusers import AutoencoderKLWan, WanPipeline
4from diffusers.schedulers.scheduling_unipc_multistep import UniPCMultistepScheduler
5model_id = "Wan-AI/Wan2.1-T2V-1.3B-Diffusers"
6vae = AutoencoderKLWan.from_pretrained(model_id, subfolder="vae", torch_dtype=torch.float32)
7pipe = WanPipeline.from_pretrained(model_id, vae=vae, torch_dtype=torch.bfloat16)
8pipe.scheduler = UniPCMultistepScheduler.from_config(
9 pipe.scheduler.config,
10 flow_shift=5.0
11)
12pipe.to("cuda")
13pipe.load_lora_weights("amanuelcm/Wan2.1-T2V-1.3B-OldIllustration")
14pipe.enable_model_cpu_offload() # for low-vram environments
15prompt = "An old illustration of a mysterious clockmaker's workshop, filled with tiny gears, antique tools, and intricate machinery, drawn in the style of 19th-century engravings, extremely detailed linework, cross-hatching, high contrast ink, vintage texture, aged paper background, meticulous craftsmanship, historical accuracy, black and white etching style
16"
17negative_prompt = "色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走"
18output = pipe(
19 prompt=prompt,
20 negative_prompt=negative_prompt,
21 height=480,
22 width=640,
23 num_frames=49,
24 guidance_scale=5.0,
25 num_inference_steps=32
26).frames[0]
27export_to_video(output, "output.mp4", fps=16)wget https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors
wget https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors
wget https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_1.3B_fp16.safetensors