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"cnr_id": "comfy-core", "ver": "0.3.34" }, "size": [ 400, 280 ], "title": "CLIP Text Encode (Positive Prompt)", "type": "CLIPTextEncode", "widgets_values": [ "A girl is dancing in a sea of flowers, slowly moving her hands, stretching her arms. There is a super close - up and a close - up of the upper body. The character is surrounded by other transparent glass flowers in the style of Nicoletta Ceccoli, creating a beautiful, surreal, and emotionally expressive movie scene. It has a white and transparent feeling, is dreamy, and in close range. " ] }, { "bgcolor": "#000", "color": "#432", "flags": {}, "id": 77, "inputs": [], "mode": 0, "order": 3, "outputs": [], "pos": [ -1830, 10 ], "properties": {}, "size": [ 490, 800 ], "type": "MarkdownNote", "widgets_values": [ "[Tutorial](https://docs.comfy.org/tutorials/video/wan/vace) \n\n## 14B Support 480P 720P\n\n**Diffusion Model**\n- [wan2.1_vace_14B_fp16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_vace_14B_fp16.safetensors)\n\n**LoRA**\n- [Wan21_CausVid_14B_T2V_lora_rank32.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan21_CausVid_14B_T2V_lora_rank32.safetensors)\n\nFYI: Using an RTX 4090, it takes approximately 40 minutes at 81 frames and 720P resolution.\n\nAfter using Wan21_CausVid_14B_T2V_lora_rank32.safetensors, it only takes about 4 minutes.\n\n## 1.3B Support 480P only\n\n**Diffusion Model**\n- [wan2.1_vace_1.3B_fp16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_vace_1.3B_fp16.safetensors)\n\n**LoRA**\n- [Wan21_CausVid_bidirect2_T2V_1_3B_lora_rank32.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan21_CausVid_bidirect2_T2V_1_3B_lora_rank32.safetensors)\n\n## Other Models\n\n* You may already have these models if you use Wan workflow before.\n\n**VAE**\n- [wan_2.1_vae.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors?download=true)\n\n**Text encoders** Chose one of following model\n- [umt5_xxl_fp16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp16.safetensors?download=true)\n- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors?download=true)\n\n> You can choose between fp16 of fp8; I used fp16 to match what kijai's wrapper is compatible with.\n\nFile save location\n\n```\nComfyUI/\n├── models/\n│ ├── diffusion_models/\n│ │ ├-── wan2.1_vace_14B_fp16.safetensors\n│ │ └─── wan2.1_vace_1.3B_fp16.safetensors \n│ ├── text_encoders/\n│ │ └─── umt5_xxl_fp8_e4m3fn_scaled.safetensors # or fp16\n│ ├── loras/\n│ │ ├── Wan21_CausVid_14B_T2V_lora_rank32.safetensors\n│ │ └── Wan21_CausVid_bidirect2_T2V_1_3B_lora_rank32.safetensors\n│ └── vae/\n│ └── wan_2.1_vae.safetensors\n```\n\n## Report issue\n\nIf you have any problems while using this workflow, please report template-related issues via this link: [report the template issue here](https://github.com/Comfy-Org/workflow_templates/issues)." ] }, { "flags": {}, "id": 179, "inputs": [ { "link": 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Enabled)|\n|-----------|--------------------------------|------------------|\n| steps | 20 | 2-4 |\n| cfg | 6.0 | 1.0 |" ] }, { "bgcolor": "#000", "color": "#432", "flags": {}, "id": 188, "inputs": [], "mode": 0, "order": 5, "outputs": [], "pos": [ -870, -120 ], "properties": {}, "size": [ 400, 88 ], "title": "About CausVid LoRA", "type": "MarkdownNote", "widgets_values": [ "If you have enabled the Load LoRA node, you can try setting the `strength` between 0.3 and 0.7 to find the best result.\n" ] }, { "flags": {}, "id": 49, "inputs": [ { "link": 96, "name": "positive", "type": "CONDITIONING" }, { "link": 97, "name": "negative", "type": "CONDITIONING" }, { "link": 101, "name": "vae", "type": "VAE" }, { "link": 288, "name": "control_video", "shape": 7, "type": "IMAGE" }, { "link": 289, "name": "control_masks", "shape": 7, "type": "MASK" }, { "link": null, "name": "reference_image", "shape": 7, "type": "IMAGE" }, { "link": 292, "name": "width", "type": "INT", "widget": { "name": "width" 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"LATENT", "slot_index": 0, "type": "LATENT" } ], "pos": [ 410, 60 ], "properties": { "Node name for S&R": "KSampler", "cnr_id": "comfy-core", "ver": "0.3.34" }, "size": [ 315, 262 ], "type": "KSampler", "widgets_values": [ 95385376145355, "randomize", 20, 6, "uni_pc", "simple", 1 ] }, { "flags": {}, "id": 69, "inputs": [ { "link": 129, "name": "video", "type": "VIDEO" } ], "mode": 0, "order": 26, "outputs": [], "pos": [ 790, 190 ], "properties": { "Node name for S&R": "SaveVideo", "cnr_id": "comfy-core", "ver": "0.3.34" }, "size": [ 676.23095703125, 774.23095703125 ], "type": "SaveVideo", "widgets_values": [ "video/wan2.1_vace", "auto", "h264" ] }, { "flags": {}, "id": 39, "inputs": [], "mode": 0, "order": 6, "outputs": [ { "links": [ 76, 101 ], "name": "VAE", "slot_index": 0, "type": "VAE" } ], "pos": [ -840, 530 ], "properties": { "Node name for S&R": "VAELoader", "cnr_id": "comfy-core", "models": [ { "directory": "vae", "name": "wan_2.1_vae.safetensors", "url": 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11, "outputs": [ { "links": [ 290, 292 ], "name": "INT", "type": "INT" } ], "pos": [ -830, 1210 ], "properties": { "Node name for S&R": "PrimitiveInt" }, "size": [ 270, 82 ], "title": "Width", "type": "PrimitiveInt", "widgets_values": [ 512, "fixed" ] }, { "flags": {}, "id": 191, "inputs": [ { "link": 285, "name": "image1", "type": "IMAGE" }, { "link": 286, "name": "image2", "type": "IMAGE" }, { "link": 287, "name": "amount", "type": "INT", "widget": { "name": "amount" } }, { "link": 290, "name": "width", "type": "INT", "widget": { "name": "width" } }, { "link": 291, "name": "height", "type": "INT", "widget": { "name": "height" } } ], "mode": 0, "order": 17, "outputs": [ { "links": [ 288 ], "name": "IMAGE", "type": "IMAGE" }, { "links": [ 289 ], "name": "MASK", "type": "MASK" } ], "pos": [ 390, 660 ], "properties": { "proxyWidgets": [ [ "-1", "amount" ], [ "-1", "width" ], [ "-1", "height" ] ] }, "size": [ 350, 140 ], "title": "Wan VACE FLF2V image batch", "type": "e3a0666e-aa4f-4862-bc23-8f02f3dbd45b", "widgets_values": [ 30, 512, 512 ] }, { "bgcolor": "#000", "color": "#432", "flags": {}, "id": 181, "inputs": [], "mode": 0, "order": 12, "outputs": [], "pos": [ -1110, 1170 ], "properties": {}, "size": [ 220, 130 ], "title": "Video size", "type": "MarkdownNote", "widgets_values": [ "| Model | 480P | 720P |\n| ------------------------------------------------------------ | ---- | ---- |\n| [VACE-1.3B](https://huggingface.co/Wan-AI/Wan2.1-VACE-1.3B) | ✅ | ❌ |\n| [VACE-14B](https://huggingface.co/Wan-AI/Wan2.1-VACE-14B) | ✅ | ✅ |" ] }, { "flags": {}, "id": 147, "inputs": [], "mode": 0, "order": 13, "outputs": [ { "links": [ 286 ], "name": "IMAGE", "type": "IMAGE" }, { "links": null, "name": "MASK", "type": "MASK" } ], "pos": [ -460, 740 ], "properties": { "Node name for S&R": "LoadImage", "cnr_id": "comfy-core", "ver": "0.3.38" }, "size": [ 274.080078125, 314.00006103515625 ], "title": "Last frame", "type": "LoadImage", "widgets_values": [ 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