Wan2.2 S2V 4 steps GGUF

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Lightning LoRA reduces generation time from 20 steps to 4 steps but may affect quality. Use for quick previews, disable for final output. Wan2.2-S2V-14B is an audio-driven cinematic video generation model launched by Wan-AI in August 2025, upgraded from the Wan2.2 series. It adopts a Mixture-of-Experts (MoE) architecture, enabling it to generate 480P and 720P resolution videos by combining audio, reference images, and optional text prompts. It also supports pose-driven generation to match specific motion sequences.

lightx2v I2V 14B 480p >7 files

Name	Size	Target Dir
lightx2v_I2V_14B_480p_cfg_step_distill_rank4_bf16.safetensors	54.41 MB	loras
lightx2v_I2V_14B_480p_cfg_step_distill_rank8_bf16.safetensors	99.98 MB	loras
lightx2v_I2V_14B_480p_cfg_step_distill_rank16_bf16.safetensors	191.13 MB	loras
lightx2v_I2V_14B_480p_cfg_step_distill_rank32_bf16.safetensors	373.42 MB	loras
lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors	738.01 MB	loras
lightx2v_I2V_14B_480p_cfg_step_distill_rank128_bf16.safetensors	1.47 GB	loras
lightx2v_I2V_14B_480p_cfg_step_distill_rank256_bf16.safetensors	2.92 GB	loras

umt5-xxl-encoder >10 files

Name	Size	Target Dir
umt5-xxl-encoder-Q3_K_S.gguf	2.86 GB	text_encoders
umt5-xxl-encoder-Q3_K_M.gguf	3.06 GB	text_encoders
umt5-xxl-encoder-Q4_K_S.gguf	3.50 GB	text_encoders
umt5-xxl-encoder-Q4_K_M.gguf	3.66 GB	text_encoders
umt5-xxl-encoder-Q5_K_S.gguf	4.05 GB	text_encoders
umt5-xxl-encoder-Q5_K_M.gguf	4.15 GB	text_encoders
umt5-xxl-encoder-Q6_K.gguf	4.67 GB	text_encoders
umt5-xxl-encoder-Q8_0.gguf	6.04 GB	text_encoders
umt5-xxl-encoder-F16.gguf	11.37 GB	text_encoders
umt5-xxl-encoder-F32.gguf	22.73 GB	text_encoders

wav2vec2_large_english >1 files

Name	Size	Target Dir
wav2vec2_large_english_fp16.safetensors	631.00 MB	audio_encoders

Wan2 VAE >4 files

Name	Size	Target Dir
wan_2.1_vae.safetensors	254 MB	vae
wan2.2_vae.safetensors	1.41 GB	vae
Wan2_1_VAE_bf16.safetensors	254 MB	vae
Wan2_1_VAE_fp32.safetensors	508 MB	vae

Wan2.2 S2V Audio-Driven Video GGUF >13 files

Name	Size	Target Dir
Wan2.2-S2V-14B-Q2_K.gguf	9.51 GB	unet
Wan2.2-S2V-14B-Q3_K_S.gguf	10.72 GB	unet
Wan2.2-S2V-14B-Q3_K_M.gguf	11.39 GB	unet
Wan2.2-S2V-14B-Q4_0.gguf	12.77 GB	unet
Wan2.2-S2V-14B-Q4_K_S.gguf	12.96 GB	unet
Wan2.2-S2V-14B-Q4_1.gguf	13.47 GB	unet
Wan2.2-S2V-14B-Q4_K_M.gguf	13.86 GB	unet
Wan2.2-S2V-14B-Q5_K_S.gguf	14.35 GB	unet
Wan2.2-S2V-14B-Q5_0.gguf	14.52 GB	unet
Wan2.2-S2V-14B-Q5_K_M.gguf	15.00 GB	unet
Wan2.2-S2V-14B-Q5_1.gguf	15.23 GB	unet
Wan2.2-S2V-14B-Q6_K.gguf	16.21 GB	unet
Wan2.2-S2V-14B-Q8_0.gguf	19.62 GB	unet