{ "id": "ed66f9c6-87e2-476b-82a4-0b8a255c2ffa", "revision": 1, "last_node_id": 811, "last_link_id": 21, "nodes": [ { "id": 800, "type": "PrimitiveInt", "pos": [ 40, 250 ], "size": [ 250, 82 ], "flags": [], "order": 0, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 12, 13 ] } ], "title": "Total Steps (8 recommended)", "properties": { "Node name for S&R": "PrimitiveInt", "cnr_id": "comfy-core" }, "widgets_values": [ 8, "fixed" ], "color": "#1f6b73", "bgcolor": "#1f2933" }, { "id": 807, "type": "PrimitiveInt", "pos": [ 320, 250 ], "size": [ 250, 82 ], "flags": [], "order": 17, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 14, 15 ] } ], "title": "High -> Low Switch (halfway)", "properties": { "Node name for S&R": "PrimitiveInt", "cnr_id": "comfy-core" }, "widgets_values": [ 4, "fixed" ], "color": "#1f6b73", "bgcolor": "#1f2933" }, { "id": 802, "type": "PrimitiveFloat", "pos": [ 40, 365 ], "size": [ 250, 82 ], "flags": [], "order": 2, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 16, 17 ] } ], "title": "Advanced - Shift (keep 5.0)", "properties": { "Node name for S&R": "PrimitiveFloat", "cnr_id": "comfy-core" }, "widgets_values": [ 5 ], "color": "#704f8a", "bgcolor": "#1f2933" }, { "id": 803, "type": "PrimitiveFloat", "pos": [ 320, 365 ], "size": [ 250, 82 ], "flags": [], "order": 3, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 18, 19 ] } ], "title": "Advanced - CFG (keep 1.0)", "properties": { "Node name for S&R": "PrimitiveFloat", "cnr_id": "comfy-core" }, "widgets_values": [ 1 ], "color": "#704f8a", "bgcolor": "#1f2933" }, { "id": 804, "type": "PrimitiveInt", "pos": [ 40, 480 ], "size": [ 250, 82 ], "flags": [], "order": 4, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 20, 21 ] } ], "title": "Seed (randomized each queue)", "properties": { "Node name for S&R": "PrimitiveInt", "cnr_id": "comfy-core" }, "widgets_values": [ 42, "randomize" ], "color": "#496b3f", "bgcolor": "#1f2933" }, { "id": 108, "type": "WanVideoEmptyEmbeds", "pos": [ 40, 80 ], "size": [ 281.009765625, 126 ], "flags": [], "order": 5, "mode": 0, "inputs": [ { "name": "control_embeds", "shape": 7, "type": "WANVIDIMAGE_EMBEDS", "link": null }, { "name": "extra_latents", "shape": 7, "type": "LATENT", "link": null } ], "outputs": [ { "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "links": [ 4, 7 ] } ], "properties": { "cnr_id": "comfyui-wanvideowrapper", "ver": "1.4.7", "Node name for S&R": "WanVideoEmptyEmbeds" }, "widgets_values": [ 720, 1280, 33 ], "title": "Resolution + Frames (4n+1)" }, { "id": 669, "type": "WanVideoTextEncode", "pos": [ 690, 80 ], "size": [ 400, 234 ], "flags": [], "order": 7, "mode": 0, "inputs": [ { "name": "t5", "shape": 7, "type": "WANTEXTENCODER", "link": 10 }, { "name": "model_to_offload", "shape": 7, "type": "WANVIDEOMODEL", "link": null } ], "outputs": [ { "name": "text_embeds", "type": "WANVIDEOTEXTEMBEDS", "links": [ 5, 8 ] } ], "properties": { "cnr_id": "comfyui-wanvideowrapper", "ver": "1.4.7", "Node name for S&R": "WanVideoTextEncode" }, "widgets_values": [ "A red bicycle rolling along wet cobblestones, morning light, photorealistic, smooth motion", "blurry, low quality, watermark, flicker", true, false, "gpu" ], "title": "Prompt - replace this example" }, { "id": 2, "type": "WanVideoVAELoader", "pos": [ 1240, 80 ], "size": [ 270, 82 ], "flags": [], "order": 8, "mode": 0, "inputs": [ { "name": "compile_args", "shape": 7, "type": "WANCOMPILEARGS", "link": null } ], "outputs": [ { "name": "vae", "type": "WANVAE", "links": [ 1 ] } ], "properties": { "cnr_id": "comfyui-wanvideowrapper", "ver": "1.4.7", "Node name for S&R": "WanVideoVAELoader" }, "widgets_values": [ "Wan2_1_VAE_bf16.safetensors", "bf16", false, false ], "title": "Required Wan 2.1 VAE" }, { "id": 668, "type": "LoadWanVideoT5TextEncoder", "pos": [ 1240, 230 ], "size": [ 329.3619140625, 130 ], "flags": [], "order": 6, "mode": 0, "inputs": [], "outputs": [ { "name": "wan_t5_model", "type": "WANTEXTENCODER", "links": [ 10 ] } ], "properties": { "cnr_id": "comfyui-wanvideowrapper", "ver": "1.4.7", "Node name for S&R": "LoadWanVideoT5TextEncoder" }, "widgets_values": [ "nsfw_wan_umt5-xxl_bf16.safetensors", "bf16", "offload_device", "disabled" ], "title": "Required UMT5 - BF16 only" }, { "id": 220, "type": "WanVideoModelLoader", "pos": [ 1570, 80 ], "size": [ 278.525390625, 318 ], "flags": [], "order": 9, "mode": 0, "inputs": [ { "name": "compile_args", "shape": 7, "type": "WANCOMPILEARGS", "link": null }, { "name": "block_swap_args", "shape": 7, "type": "BLOCKSWAPARGS", "link": null }, { "name": "lora", "shape": 7, "type": "WANVIDLORA", "link": null }, { "name": "vram_management_args", "shape": 7, "type": "VRAM_MANAGEMENTARGS", "link": null }, { "name": "extra_model", "shape": 7, "type": "VACEPATH", "link": null }, { "name": "fantasytalking_model", "shape": 7, "type": "FANTASYTALKINGMODEL", "link": null }, { "name": "multitalk_model", "shape": 7, "type": "MULTITALKMODEL", "link": null }, { "name": "fantasyportrait_model", "shape": 7, "type": "FANTASYPORTRAITMODEL", "link": null } ], "outputs": [ { "name": "model", "type": "WANVIDEOMODEL", "links": [ 3 ] } ], "properties": { "cnr_id": "comfyui-wanvideowrapper", "ver": "1.4.7", "Node name for S&R": "WanVideoModelLoader" }, "widgets_values": [ "GingerLabs_Wan2.2_T2V_A14B_High_Q8_0.gguf", "fp16", "disabled", "offload_device", "sdpa", "default" ], "title": "HighNoise Model (match the tier)" }, { "id": 164, "type": "WanVideoModelLoader", "pos": [ 1570, 420 ], "size": [ 278.525390625, 318 ], "flags": [], "order": 10, "mode": 0, "inputs": [ { "name": "compile_args", "shape": 7, "type": "WANCOMPILEARGS", "link": null }, { "name": "block_swap_args", "shape": 7, "type": "BLOCKSWAPARGS", "link": null }, { "name": "lora", "shape": 7, "type": "WANVIDLORA", "link": null }, { "name": "vram_management_args", "shape": 7, "type": "VRAM_MANAGEMENTARGS", "link": null }, { "name": "extra_model", "shape": 7, "type": "VACEPATH", "link": null }, { "name": "fantasytalking_model", "shape": 7, "type": "FANTASYTALKINGMODEL", "link": null }, { "name": "multitalk_model", "shape": 7, "type": "MULTITALKMODEL", "link": null }, { "name": "fantasyportrait_model", "shape": 7, "type": "FANTASYPORTRAITMODEL", "link": null } ], "outputs": [ { "name": "model", "type": "WANVIDEOMODEL", "links": [ 6 ] } ], "properties": { "cnr_id": "comfyui-wanvideowrapper", "ver": "1.4.7", "Node name for S&R": "WanVideoModelLoader" }, "widgets_values": [ "GingerLabs_Wan2.2_T2V_A14B_Low_Q8_0.gguf", "fp16", "disabled", "offload_device", "sdpa", "default" ], "title": "LowNoise Model (match the tier)" }, { "id": 72, "type": "WanVideoSampler", "pos": [ 1970, 80 ], "size": [ 340.48828125, 690 ], "flags": [], "order": 11, "mode": 0, "inputs": [ { "name": "model", "type": "WANVIDEOMODEL", "link": 3 }, { "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "link": 4 }, { "name": "text_embeds", "shape": 7, "type": "WANVIDEOTEXTEMBEDS", "link": 5 }, { "name": "samples", "shape": 7, "type": "LATENT", "link": null }, { "name": "feta_args", "shape": 7, "type": "FETAARGS", "link": null }, { "name": "context_options", "shape": 7, "type": "WANVIDCONTEXT", "link": null }, { "name": "cache_args", "shape": 7, "type": "CACHEARGS", "link": null }, { "name": "flowedit_args", "shape": 7, "type": "FLOWEDITARGS", "link": null }, { "name": "slg_args", "shape": 7, "type": "SLGARGS", "link": null }, { "name": "loop_args", "shape": 7, "type": "LOOPARGS", "link": null }, { "name": "experimental_args", "shape": 7, "type": "EXPERIMENTALARGS", "link": null }, { "name": "sigmas", "shape": 7, "type": "SIGMAS", "link": null }, { "name": "unianimate_poses", "shape": 7, "type": "UNIANIMATE_POSE", "link": null }, { "name": "fantasytalking_embeds", "shape": 7, "type": "FANTASYTALKING_EMBEDS", "link": null }, { "name": "uni3c_embeds", "shape": 7, "type": "UNI3C_EMBEDS", "link": null }, { "name": "multitalk_embeds", "shape": 7, "type": "MULTITALK_EMBEDS", "link": null }, { "name": "freeinit_args", "shape": 7, "type": "FREEINITARGS", "link": null }, { "name": "steps", "type": "INT", "widget": { "name": "steps" }, "link": 12 }, { "name": "cfg", "type": "FLOAT", "widget": { "name": "cfg" }, "link": 18 }, { "name": "shift", "type": "FLOAT", "widget": { "name": "shift" }, "link": 16 }, { "name": "seed", "type": "INT", "widget": { "name": "seed" }, "link": 20 }, { "name": "force_offload", "type": "BOOLEAN", "widget": { "name": "force_offload" }, "link": null }, { "name": "scheduler", "type": "COMBO", "widget": { "name": "scheduler" }, "link": null }, { "name": "riflex_freq_index", "type": "INT", "widget": { "name": "riflex_freq_index" }, "link": null }, { "name": "denoise_strength", "type": "FLOAT", "widget": { "name": "denoise_strength" }, "link": null, "shape": 7 }, { "name": "batched_cfg", "type": "BOOLEAN", "widget": { "name": "batched_cfg" }, "link": null, "shape": 7 }, { "name": "rope_function", "type": "COMBO", "widget": { "name": "rope_function" }, "link": null, "shape": 7 }, { "name": "start_step", "type": "INT", "widget": { "name": "start_step" }, "link": null, "shape": 7 }, { "name": "end_step", "type": "INT", "widget": { "name": "end_step" }, "link": 14, "shape": 7 }, { "name": "add_noise_to_samples", "type": "BOOLEAN", "widget": { "name": "add_noise_to_samples" }, "link": null, "shape": 7 }, { "name": "teacache_args", "shape": 7, "type": "TEACACHEARGS", "link": null } ], "outputs": [ { "name": "samples", "type": "LATENT", "links": [ 9 ] }, { "name": "denoised_samples", "type": "LATENT", "links": null } ], "title": "HighNoise - first half", "properties": { "cnr_id": "comfyui-wanvideowrapper", "ver": "1.4.7", "Node name for S&R": "WanVideoSampler" }, "widgets_values": [ 8, 1, 5, 42, "fixed", true, "euler", 0, 1, false, "comfy", 0, 4, false ] }, { "id": 729, "type": "WanVideoSampler", "pos": [ 2400, 80 ], "size": [ 340.48828125, 690 ], "flags": [], "order": 12, "mode": 0, "inputs": [ { "name": "model", "type": "WANVIDEOMODEL", "link": 6 }, { "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "link": 7 }, { "name": "text_embeds", "shape": 7, "type": "WANVIDEOTEXTEMBEDS", "link": 8 }, { "name": "samples", "shape": 7, "type": "LATENT", "link": 9 }, { "name": "feta_args", "shape": 7, "type": "FETAARGS", "link": null }, { "name": "context_options", "shape": 7, "type": "WANVIDCONTEXT", "link": null }, { "name": "cache_args", "shape": 7, "type": "CACHEARGS", "link": null }, { "name": "flowedit_args", "shape": 7, "type": "FLOWEDITARGS", "link": null }, { "name": "slg_args", "shape": 7, "type": "SLGARGS", "link": null }, { "name": "loop_args", "shape": 7, "type": "LOOPARGS", "link": null }, { "name": "experimental_args", "shape": 7, "type": "EXPERIMENTALARGS", "link": null }, { "name": "sigmas", "shape": 7, "type": "SIGMAS", "link": null }, { "name": "unianimate_poses", "shape": 7, "type": "UNIANIMATE_POSE", "link": null }, { "name": "fantasytalking_embeds", "shape": 7, "type": "FANTASYTALKING_EMBEDS", "link": null }, { "name": "uni3c_embeds", "shape": 7, "type": "UNI3C_EMBEDS", "link": null }, { "name": "multitalk_embeds", "shape": 7, "type": "MULTITALK_EMBEDS", "link": null }, { "name": "freeinit_args", "shape": 7, "type": "FREEINITARGS", "link": null }, { "name": "steps", "type": "INT", "widget": { "name": "steps" }, "link": 13 }, { "name": "cfg", "type": "FLOAT", "widget": { "name": "cfg" }, "link": 19 }, { "name": "shift", "type": "FLOAT", "widget": { "name": "shift" }, "link": 17 }, { "name": "seed", "type": "INT", "widget": { "name": "seed" }, "link": 21 }, { "name": "force_offload", "type": "BOOLEAN", "widget": { "name": "force_offload" }, "link": null }, { "name": "scheduler", "type": "COMBO", "widget": { "name": "scheduler" }, "link": null }, { "name": "riflex_freq_index", "type": "INT", "widget": { "name": "riflex_freq_index" }, "link": null }, { "name": "denoise_strength", "type": "FLOAT", "widget": { "name": "denoise_strength" }, "link": null, "shape": 7 }, { "name": "batched_cfg", "type": "BOOLEAN", "widget": { "name": "batched_cfg" }, "link": null, "shape": 7 }, { "name": "rope_function", "type": "COMBO", "widget": { "name": "rope_function" }, "link": null, "shape": 7 }, { "name": "start_step", "type": "INT", "widget": { "name": "start_step" }, "link": 15, "shape": 7 }, { "name": "end_step", "type": "INT", "widget": { "name": "end_step" }, "link": null, "shape": 7 }, { "name": "add_noise_to_samples", "type": "BOOLEAN", "widget": { "name": "add_noise_to_samples" }, "link": null, "shape": 7 }, { "name": "teacache_args", "shape": 7, "type": "TEACACHEARGS", "link": null } ], "outputs": [ { "name": "samples", "type": "LATENT", "links": [ 2 ] }, { "name": "denoised_samples", "type": "LATENT", "links": null } ], "title": "LowNoise - second half", "properties": { "cnr_id": "comfyui-wanvideowrapper", "ver": "1.4.7", "Node name for S&R": "WanVideoSampler" }, "widgets_values": [ 8, 1, 5, 42, "fixed", true, "euler", 0, 1, false, "comfy", 4, -1, false ] }, { "id": 46, "type": "WanVideoDecode", "pos": [ 2860, 80 ], "size": [ 270, 198 ], "flags": [], "order": 13, "mode": 0, "inputs": [ { "name": "vae", "type": "WANVAE", "link": 1 }, { "name": "samples", "type": "LATENT", "link": 2 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 11 ] } ], "properties": { "cnr_id": "comfyui-wanvideowrapper", "ver": "1.4.7", "Node name for S&R": "WanVideoDecode" }, "widgets_values": [ false, 272, 272, 144, 128, "default" ], "title": "Decode (enable tiling if OOM)" }, { "id": 249, "type": "VHS_VideoCombine", "pos": [ 3170, 80 ], "size": [ 227.20703125, 334 ], "flags": [], "order": 14, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 11 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": null }, { "name": "meta_batch", "shape": 7, "type": "VHS_BatchManager", "link": null }, { "name": "vae", "shape": 7, "type": "VAE", "link": null } ], "outputs": [ { "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "title": "Save MP4 (16 fps)", "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "1.7.9", "Node name for S&R": "VHS_VideoCombine" }, "widgets_values": [ 16, 0, "wan-first", "video/h264-mp4", false, true ] }, { "id": 805, "type": "MarkdownNote", "pos": [ 1210, -390 ], "size": [ 690, 350 ], "flags": [], "order": 15, "mode": 0, "inputs": [], "outputs": [], "title": "Quick Setup", "properties": { "Node name for S&R": "MarkdownNote" }, "widgets_values": [ "## Quick setup\n\n1. Put one matching **HighNoise + LowNoise** pair in `ComfyUI/models/diffusion_models/`.\n2. Put `nsfw_wan_umt5-xxl_bf16.safetensors` in `ComfyUI/models/text_encoders/`.\n3. Put `Wan2_1_VAE_bf16.safetensors` in `ComfyUI/models/vae/`.\n4. Install **ComfyUI-WanVideoWrapper 1.4.7** and **ComfyUI-VideoHelperSuite**.\n\n[GingerLabs models](https://huggingface.co/GingerLabsPlatform/GingerLabs-Wan2.2-T2V-A14B/tree/main) | [Required BF16 UMT5](https://huggingface.co/NSFW-API/NSFW-Wan-UMT5-XXL/blob/main/nsfw_wan_umt5-xxl_bf16.safetensors?not-for-all-audiences=true) | [Required VAE](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1_VAE_bf16.safetensors)\n\nLeave model quantization at `disabled`: WanVideoWrapper loads GGUF directly and auto-detects scaled FP8 from that setting. SDPA is the portable default; SageAttention is an optional optimization." ], "color": "#3f5f73", "bgcolor": "#1f3440" }, { "id": 806, "type": "MarkdownNote", "pos": [ 320, 480 ], "size": [ 270, 245 ], "flags": [], "order": 16, "mode": 0, "inputs": [], "outputs": [], "title": "GingerLabs Starting Recipe", "properties": { "Node name for S&R": "MarkdownNote" }, "widgets_values": [ "## 8 total steps (not 8 + 8)\n\n- HighNoise: `0 -> 4`\n- LowNoise: `4 -> end`\n- Euler / Shift `5.0` / CFG `1.0`\n\nStart at 8 steps. For 10 or 12, keep the switch halfway (5 or 6). Fewer than 8 steps are not validated.\n\nDefault: 720x1280, 33 frames at 16 fps (~2.1 s). Use frame counts `4n+1`; try 480x832 if memory is tight." ], "color": "#4f4730", "bgcolor": "#332f20" }, { "id": 811, "type": "MarkdownNote", "pos": [ 690, 340 ], "size": [ 400, 250 ], "flags": [], "order": 18, "mode": 0, "inputs": [], "outputs": [], "title": "Prompt Tips", "properties": { "Node name for S&R": "MarkdownNote" }, "widgets_values": [ "## Prompt tips\n\nDescribe **subject + action + setting + camera + lighting**. Replace the example prompt above.\n\nAt the default CFG `1.0`, the sampler skips negative conditioning, so the negative prompt has no effect. It becomes active only when CFG is raised above 1.\n\nThe Seed control randomizes on every queue. Change it to `fixed` when you want reproducible results." ], "color": "#4f4730", "bgcolor": "#332f20" } ], "links": [ [ 1, 2, 0, 46, 0, "WANVAE" ], [ 2, 729, 0, 46, 1, "LATENT" ], [ 3, 220, 0, 72, 0, "WANVIDEOMODEL" ], [ 4, 108, 0, 72, 1, "WANVIDIMAGE_EMBEDS" ], [ 5, 669, 0, 72, 2, "WANVIDEOTEXTEMBEDS" ], [ 6, 164, 0, 729, 0, "WANVIDEOMODEL" ], [ 7, 108, 0, 729, 1, "WANVIDIMAGE_EMBEDS" ], [ 8, 669, 0, 729, 2, "WANVIDEOTEXTEMBEDS" ], [ 9, 72, 0, 729, 3, "LATENT" ], [ 10, 668, 0, 669, 0, "WANTEXTENCODER" ], [ 11, 46, 0, 249, 0, "IMAGE" ], [ 12, 800, 0, 72, 17, "INT" ], [ 13, 800, 0, 729, 17, "INT" ], [ 14, 807, 0, 72, 28, "INT" ], [ 15, 807, 0, 729, 27, "INT" ], [ 16, 802, 0, 72, 19, "FLOAT" ], [ 17, 802, 0, 729, 19, "FLOAT" ], [ 18, 803, 0, 72, 18, "FLOAT" ], [ 19, 803, 0, 729, 18, "FLOAT" ], [ 20, 804, 0, 72, 20, "INT" ], [ 21, 804, 0, 729, 20, "INT" ] ], "groups": [ { "id": 1, "title": "1. Generation Settings", "bounding": [ 0, 0, 620, 760 ], "color": "#3f789e", "font_size": 24, "flags": [] }, { "id": 2, "title": "2. Prompt", "bounding": [ 650, 0, 520, 650 ], "color": "#557a55", "font_size": 24, "flags": [] }, { "id": 3, "title": "3. Required Models", "bounding": [ 1200, 0, 700, 760 ], "color": "#805a7a", "font_size": 24, "flags": [] }, { "id": 4, "title": "4. Two-Stage Sampling (8 total steps)", "bounding": [ 1930, 0, 850, 820 ], "color": "#8a6f3d", "font_size": 24, "flags": [] }, { "id": 5, "title": "5. Decode + Save", "bounding": [ 2810, 0, 650, 820 ], "color": "#527080", "font_size": 24, "flags": [] }, { "id": 6, "title": "Setup: downloads and folders", "bounding": [ 1190, -410, 730, 390 ], "color": "#666666", "font_size": 24, "flags": [] } ], "config": [], "extra": { "ds": { "scale": 0.72, "offset": [ 80, 430 ] }, "frontendVersion": "1.35.9", "VHS_latentpreview": false, "VHS_latentpreviewrate": 0, "VHS_MetadataImage": true, "VHS_KeepIntermediate": false }, "version": 0.4 }