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⚡ Load with the GGUF Unet Loader (city96's ComfyUI-GGUF —Unet Loader (GGUF)). Place the.ggufinComfyUI/models/unet/.
| Tier | Approx size | Notes |
|---|---|---|
| Q2_K | ~6 GB | Smallest — runs on minimal VRAM, expect quality loss |
| Q3_K_M | ~8.1 GB | Budget tier, better coherence than Q2 |
| Q4_K_M | ~10 GB | Recommended daily driver |
| Q5_K_M | ~12 GB | Sweet spot above Q4 |
| Q6_K | ~14 GB | Higher fidelity |
| Q8_0 | ~17 GB | Closest to fp16 |
ComfyUI/models/text_encoders/
https://huggingface.co/Kijai/WanVideo_comfy/blob/main/umt5-xxl-enc-fp8_e4m3fn.safetensorsComfyUI/models/loras/
https://huggingface.co/lightx2v/Wan2.1-I2V-14B-480P-StepDistill-CfgDistill-Lightx2v/blob/main/loras/Wan21_I2V_14B_lightx2v_cfg_step_distill_lora_rank64.safetensorsComfyUI/models/sam/
https://huggingface.co/Comfy-Org/sam3.1/blob/main/checkpoints/sam3.1_multiplex_fp16.safetensorsComfyUI/models/clip_vision/
https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/blob/main/split_files/clip_vision/clip_vision_h.safetensorsComfyUI/models/vae/
https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/blob/main/split_files/vae/wan_2.1_vae.safetensorsComfyUI/models/loras/
https://huggingface.co/Comfy-Org/SCAIL-2/blob/main/loras/wan2.1_SCAIL_2_DPO_lora_bf16.safetensorsComfyUI/models/
├── unet/
│ └── SCAIL-2-Q4_K_M.gguf ← from this repo
├── text_encoders/
│ └── umt5-xxl-enc-fp8_e4m3fn.safetensors
├── loras/
│ ├── Wan21_I2V_14B_lightx2v_cfg_step_distill_lora_rank64.safetensors
│ └── wan2.1_SCAIL_2_DPO_lora_bf16.safetensors (optional)
├── sam/
│ └── sam3.1_multiplex_fp16.safetensors
├── clip_vision/
│ └── clip_vision_h.safetensors
└── vae/
└── wan_2.1_vae.safetensorsWEIGHT NOT MERGED warning on patch_embedding is harmless. ComfyUI builds a 36-channel patch embedding and concatenates the mask channels at runtime; the model fills them internally. The stored 20-channel weight is expected. Generation proceeds normally.SCAIL2ColoredMask node may require a recent / nightly ComfyUI build.