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"6099ad393b071728032fd481e96d77d2900eee2c", "Node name for S&R": "WanVideoModelLoader" }, "widgets_values": [ "WanVideo\\Phantom-Wan-1_3B_fp16.safetensors", "fp16_fast", "disabled", "offload_device", "sdpa" ], "color": "#223", "bgcolor": "#335" }, { "id": 44, "type": "Note", "pos": [ -364.3403625488281, -713.1776733398438 ], "size": [ 303.0501403808594, 88 ], "flags": {}, "order": 14, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "If you have Triton installed, connect this for ~30% speed increase" ], "color": "#432", "bgcolor": "#653" }, { "id": 35, "type": "WanVideoTorchCompileSettings", "pos": [ 2.7694029808044434, -703.7493896484375 ], "size": [ 421.6000061035156, 202 ], "flags": {}, "order": 15, "mode": 0, "inputs": [], "outputs": [ { "name": "torch_compile_args", "type": "WANCOMPILEARGS", "slot_index": 0, "links": [] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "6099ad393b071728032fd481e96d77d2900eee2c", "Node name for S&R": "WanVideoTorchCompileSettings" }, "widgets_values": [ "inductor", false, "default", false, 64, true, 128 ] }, { "id": 36, "type": "Note", "pos": [ 717.425537109375, -601.8137817382812 ], "size": [ 374.3061828613281, 171.9547576904297 ], "flags": {}, "order": 16, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "fp8_fast seems to cause huge quality degradation\n\nfp_16_fast enables \"Full FP16 Accmumulation in FP16 GEMMs\" feature available in the very latest pytorch nightly, this is around 20% speed boost. \n\nSageattn if you have it installed can be used for almost double inference speed" ], "color": "#432", "bgcolor": "#653" }, { "id": 75, "type": "MarkdownNote", "pos": [ 730.5043334960938, -853.4318237304688 ], "size": [ 369.9837341308594, 207.7837371826172 ], "flags": {}, "order": 17, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "Model links:\n\n1.3B:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Phantom-Wan-1_3B_fp16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Phantom-Wan-1_3B_fp16.safetensors)\n\n14B:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Phantom-Wan-14B_fp16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Phantom-Wan-14B_fp16.safetensors)\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Phantom-Wan-14B_fp8_e4m3fn.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Phantom-Wan-14B_fp8_e4m3fn.safetensors)" ], "color": "#432", "bgcolor": "#653" }, { "id": 30, "type": "VHS_VideoCombine", "pos": [ 2202.927001953125, -570.5418701171875 ], "size": [ 1245.8460693359375, 334 ], "flags": {}, "order": 35, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 83 }, { "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 } ], "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "0a75c7958fe320efcb052f1d9f8451fd20c730a8", "Node name for S&R": "VHS_VideoCombine" }, "widgets_values": { "frame_rate": 24, "loop_count": 0, "filename_prefix": "WanVideo21_Phantom", "format": "video/h264-mp4", "pix_fmt": "yuv420p", "crf": 19, "save_metadata": true, "trim_to_audio": false, "pingpong": false, "save_output": false, "videopreview": { "hidden": false, "paused": false, "params": { "filename": "WanVideo2_1_T2V_00013.mp4", "subfolder": "", "type": "temp", "format": "video/h264-mp4", "frame_rate": 16, "workflow": "WanVideo2_1_T2V_00013.png", "fullpath": "N:\\AI\\ComfyUI\\temp\\WanVideo2_1_T2V_00013.mp4" } } } }, { "id": 77, "type": "Note", "pos": [ -532.9983520507812, -216.64346313476562 ], "size": [ 274.3274841308594, 121.00284576416016 ], "flags": {}, "order": 18, "mode": 0, "inputs": [], "outputs": [], "title": "Note: Resolution", "properties": {}, "widgets_values": [ "Phantom is trained at 480p but can also work at 720p" ], "color": "#432", "bgcolor": "#653" }, { "id": 76, "type": "Note", "pos": [ 1697.19970703125, 441.3788757324219 ], "size": [ 274.3274841308594, 121.00284576416016 ], "flags": {}, "order": 19, "mode": 0, "inputs": [], "outputs": [], "title": "Note: FPS", "properties": {}, "widgets_values": [ "Phantom is trained at 24fps, but you can also generate less frames, quality may vary." ], "color": "#432", "bgcolor": "#653" } ], "links": [ [ 15, 11, 0, 16, 0, "WANTEXTENCODER" ], [ 29, 22, 0, 27, 0, "WANVIDEOMODEL" ], [ 30, 16, 0, 27, 1, "WANVIDEOTEXTEMBEDS" ], [ 33, 27, 0, 28, 1, "LATENT" ], [ 43, 38, 0, 28, 0, "VAE" ], [ 52, 48, 0, 49, 0, "CLIP" ], [ 53, 48, 0, 50, 0, "CLIP" ], [ 54, 49, 0, 46, 0, "CONDITIONING" ], [ 55, 50, 0, 46, 1, "CONDITIONING" ], [ 59, 38, 0, 56, 0, "WANVAE" ], [ 71, 64, 0, 27, 6, "TEACACHEARGS" ], [ 72, 57, 0, 65, 0, "IMAGE" ], [ 73, 65, 0, 60, 0, "IMAGE" ], [ 76, 61, 0, 60, 2, "INT" ], [ 77, 62, 0, 60, 3, "INT" ], [ 79, 61, 0, 65, 2, "INT" ], [ 80, 62, 0, 65, 3, "INT" ], [ 81, 28, 0, 66, 0, "IMAGE" ], [ 82, 60, 0, 66, 1, "IMAGE" ], [ 83, 66, 0, 30, 0, "IMAGE" ], [ 85, 61, 0, 68, 2, "INT" ], [ 86, 62, 0, 68, 3, "INT" ], [ 87, 67, 0, 68, 0, "IMAGE" ], [ 89, 61, 0, 69, 2, "INT" ], [ 90, 62, 0, 69, 3, "INT" ], [ 91, 68, 0, 69, 0, "IMAGE" ], [ 102, 69, 0, 63, 0, "IMAGE" ], [ 105, 69, 0, 73, 1, "IMAGE" ], [ 106, 60, 0, 56, 1, "IMAGE" ], [ 110, 38, 0, 73, 0, "WANVAE" ], [ 114, 74, 0, 27, 2, "WANVIDIMAGE_EMBEDS" ], [ 119, 73, 0, 74, 0, "LATENT" ], [ 120, 56, 0, 74, 1, "LATENT" ] ], "groups": [ { "id": 1, "title": "ComfyUI text encoding alternative", "bounding": [ -501.4642639160156, 1205.3677978515625, 1210.621337890625, 805.9080810546875 ], "color": "#3f789e", "font_size": 24, "flags": {} } ], "config": {}, "extra": { "ds": { "scale": 0.7400249944258622, "offset": [ 1005.437787735656, 997.7652923947804 ] }, "frontendVersion": "1.20.3", "node_versions": { "ComfyUI-WanVideoWrapper": "5a2383621a05825d0d0437781afcb8552d9590fd", "comfy-core": "0.3.26", "ComfyUI-VideoHelperSuite": "0a75c7958fe320efcb052f1d9f8451fd20c730a8" }, "VHS_latentpreview": true, "VHS_latentpreviewrate": 0, "VHS_MetadataImage": true, "VHS_KeepIntermediate": true }, "version": 0.4 }