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🚀 This readme use text-to-image (t2i) generation to allow faster testing while maintaining compatibility with future text-to-video (t2v) workflows.
sudo apt-get update && sudo apt-get install build-essential git-lfs⚠️ Note: You can use any existing Wan2.1-compatible repo structure or clone directly from Hugging Face.
1git clone https://huggingface.co/svjack/3D_Chibi_wan_2_1_14_B_text2video_lora
2cd 3D_Chibi_wan_2_1_14_B_text2video_lora1pip install torch torchvision
2pip install -r requirements.txt
3pip install ascii-magic matplotlib tensorboard huggingface_hub datasets
4pip install sageattention==1.0.6📌 Note: You can view previous results in the respective repositories:
1# Base Models
2wget https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_14B_bf16.safetensors
3wget https://huggingface.co/Wan-AI/Wan2.1-T2V-14B/resolve/main/models_t5_umt5-xxl-enc-bf16.pth
4wget https://huggingface.co/Wan-AI/Wan2.1-T2V-14B/resolve/main/Wan2.1_VAE.pth
5
6# LoRA Weights
7wget https://huggingface.co/svjack/Xiang_Handsome_wan_2_1_14_B_text2video_lora/resolve/main/Xiang_Handsome_outputs/Xiang_Handsome_w14_lora-000067.safetensors
8wget https://huggingface.co/svjack/Taiga_Aisaka_wan_2_1_14_B_text2video_lora/resolve/main/Taiga_Aisaka_w14_outputs/Taiga_Aisaka_w14_lora-000010.safetensors
9wget https://huggingface.co/svjack/Sebastian_Michaelis_wan_2_1_14_B_text2video_lora/resolve/main/Sebastian_Michaelis_w14_outputs/Sebastian_Michaelis_w14_lora-000007.safetensors
10wget https://huggingface.co/svjack/3D_Chibi_wan_2_1_14_B_text2video_lora/resolve/main/3D_Chibi_w14_outputs/3D_Chibi_w14_lora-000024.safetensorswan_generate_video.py script with the --task t2i-14B parameter.1python wan_generate_video.py --fp8 --task t2i-14B --video_size 480 832 --infer_steps 20 \
2--save_path save --output_type both \
3--dit wan2.1_t2v_14B_bf16.safetensors --vae Wan2.1_VAE.pth \
4--t5 models_t5_umt5-xxl-enc-bf16.pth \
5--attn_mode torch \
6--lora_weight Xiang_Handsome_outputs/Xiang_Handsome_w14_lora-000067.safetensors 3D_Chibi_w14_lora-000024.safetensors \
7--lora_multiplier 1.0 \
8--interactive"3D Chibi Style ,In the style of Xiang InfiniteYou Handsome, Xiang, a young person with short, black hair and glasses, stands in a quiet office space. The soft glow of a desk lamp casts a warm light across his thoughtful expression, while the hum of distant keyboards and the faint scent of coffee linger in the air. Outside the window, the city lights twinkle like distant stars, blending with the muted glow of computer screens as the workday stretches on around him."1python wan_generate_video.py --fp8 --task t2i-14B --video_size 480 832 --infer_steps 20 \
2--save_path save --output_type both \
3--dit wan2.1_t2v_14B_bf16.safetensors --vae Wan2.1_VAE.pth \
4--t5 models_t5_umt5-xxl-enc-bf16.pth \
5--attn_mode torch \
6--lora_weight Taiga_Aisaka_outputs/Taiga_Aisaka_w14_lora-000010.safetensors 3D_Chibi_w14_lora-000024.safetensors \
7--lora_multiplier 1.0 \
8--interactive"3D Chibi Style, 一个身穿红色高中校服的金发女孩，正在吃汉堡。"1python wan_generate_video.py --fp8 --task t2i-14B --video_size 480 832 --infer_steps 20 \
2--save_path save --output_type both \
3--dit wan2.1_t2v_14B_bf16.safetensors --vae Wan2.1_VAE.pth \
4--t5 models_t5_umt5-xxl-enc-bf16.pth \
5--attn_mode torch \
6--lora_weight Sebastian_Michaelis_outputs/Sebastian_Michaelis_w14_lora-000007.safetensors 3D_Chibi_w14_lora-000024.safetensors \
7--lora_multiplier 1.0 \
8--interactive"3D Chibi Style, In the style of Black Butler , The video opens with a close-up of a character dressed in a black suit, white shirt, and black tie. stands in a quiet office space. The soft glow of a desk lamp casts a warm light across his thoughtful expression, while the hum of distant keyboards and the faint scent of coffee linger in the air. Outside the window, the city lights twinkle like distant stars, blending with the muted glow of computer screens as the workday stretches on around him."3D Chibi Style, a miniature CGI rendering of a venerable Turkish Islamic Grand Mufti (Müftü), blending traditional Ottoman religious attire with mystical symbolism. His chibi-form features an oversized head with large, soulful eyes radiating wisdom beneath a meticulously folded white turban (sarık), a voluminous dark green robe (cübbe) embroidered with gold-thread Quranic calligraphy (Ayat al-Kursi on the collar), and a soft white undershirt. A flowing white beard frames his serene, neutral expression, enhanced by subtle glowing highlights around his eyes to signify inner illumination (kashf) .He stands contemplatively before a minimalist Anatolian prayer niche (mihrab) carved with Seljuk-style geometric patterns, holding an open antique Quran in one hand and a string of amber prayer beads (tesbih) in the other. The background features warm, diffused lighting filtering through a stained-glass window (resembling Istanbul’s Şehzade Mosque designs), casting kaleidoscopic patterns on the beige stone floor. A faint, ethereal mist swirls at his feet, evoking Sufi transcendental practices (dhikr), while a semi-transparent holographic "Seal of Solomon" (Hatem-i Süleyman) symbol floats near his heart, symbolizing divine knowledge (ma'rifa) | Parameter | Description |
|---|---|
--fp8 | Enable FP8 precision for improved performance |
--task | Set to t2i-14B for image generation |
--video_size | Output resolution (e.g., 480 832) |
--infer_steps | Speed vs quality trade-off (20 recommended for quick test) |
--lora_weight | Path to LoRA weight files (can specify multiple) |
--lora_multiplier | Strength of LoRA effect (default: 1.0) |
--prompt | Include "3D Chibi Style" for best results |
--save_path directory with:--output_type both is used)pip check.