Upload Phantom_example_workflow.json

Phantom_example_workflow.json

@@ -0,0 +1,1636 @@
+{
+  "id": "96995b8f-85c5-47af-b3cf-7b6a24675694",
+  "revision": 0,
+  "last_node_id": 153,
+  "last_link_id": 268,
+  "nodes": [
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+      "id": 70,
+      "type": "SaveAnimatedWEBP",
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+      "flags": {},
+      "order": 29,
+      "mode": 4,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 130
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.34",
+        "Node name for S&R": "SaveAnimatedWEBP",
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "ComfyUI",
+        6,
+        true,
+        80,
+        "default"
+      ]
+    },
+    {
+      "id": 121,
+      "type": "Note",
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+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "Test around with the shift value to get your prefered resutls, you can also disable it."
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 124,
+      "type": "Any Switch (rgthree)",
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+          "name": "any_01",
+          "type": "MODEL",
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+        {
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+          "name": "any_02",
+          "type": "MODEL",
+          "link": 205
+        },
+        {
+          "dir": 3,
+          "name": "any_03",
+          "type": "MODEL",
+          "link": null
+        },
+        {
+          "dir": 3,
+          "name": "any_04",
+          "type": "MODEL",
+          "link": null
+        },
+        {
+          "dir": 3,
+          "name": "any_05",
+          "type": "MODEL",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "dir": 4,
+          "label": "MODEL",
+          "name": "*",
+          "shape": 3,
+          "type": "MODEL",
+          "links": [
+            201
+          ]
+        }
+      ],
+      "title": "Model switch",
+      "properties": {
+        "cnr_id": "rgthree-comfy",
+        "ver": "aa6c75a30b3ee8f01d7c9f8b0a126cccdc90616a",
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+      "properties": {
+        "cnr_id": "comfyui-gguf",
+        "ver": "6570efec6992015085f11b84e42d32f6cc71e8b7",
+        "Node name for S&R": "UnetLoaderGGUF",
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "Wan2.1-VACE-14B-Q5_K_S.gguf"
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+    {
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+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "IF you have 32gb but only 12/16gb or even less vram, you might want to use the \"Low Vram high ram\" loader to offload parts of the model to prevent out of memory errors. You can use this on any card, it can be useful even on a 4090, though be careful with only 16gb ram, you might need to change the virtual vram gb to less."
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
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+      "order": 3,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            232
+          ]
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "links": null
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.34",
+        "Node name for S&R": "LoadImage",
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "ComfyUI_temp_zinas_00002_.png",
+        "image"
+      ]
+    },
+    {
+      "id": 6,
+      "type": "CLIPTextEncode",
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+      "inputs": [
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+          "name": "clip",
+          "type": "CLIP",
+          "link": 186
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            213
+          ]
+        }
+      ],
+      "title": "CLIP Text Encode (Positive Prompt)",
+      "properties": {
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+        "ver": "0.3.34",
+        "Node name for S&R": "CLIPTextEncode",
+        "widget_ue_connectable": {}
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+      "widgets_values": [
+        "A woman with blond hair, silver headphones and mirrored sunglasses is wearing a blue and red  VINTAGE 1950s TEA DRESS,  she is walking slowly through the desert, and the shot pulls slowly back to reveal a full length body shot."
+      ],
+      "color": "#232",
+      "bgcolor": "#353"
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+          "type": "IMAGE",
+          "links": [
+            231
+          ]
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "links": null
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.34",
+        "Node name for S&R": "LoadImage",
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "bluedress.jpg",
+        "image"
+      ]
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+    {
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+      "mode": 0,
+      "inputs": [
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+          "name": "clip",
+          "type": "CLIP",
+          "link": 182
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            214
+          ]
+        }
+      ],
+      "title": "CLIP Text Encode (Negative Prompt)",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.34",
+        "Node name for S&R": "CLIPTextEncode",
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "Overexposure, blurred, subtitles, paintings, poorly drawn hands/faces, deformed limbs, cluttered background "
+      ],
+      "color": "#322",
+      "bgcolor": "#533"
+    },
+    {
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+      "order": 28,
+      "mode": 0,
+      "inputs": [
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+          "name": "samples",
+          "type": "LATENT",
+          "link": 263
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 76
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            130,
+            189
+          ]
+        }
+      ],
+      "properties": {
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+        "Node name for S&R": "VAEDecode",
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+          "link": 231
+        },
+        {
+          "name": "image2",
+          "type": "IMAGE",
+          "link": 232
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            229
+          ]
+        }
+      ],
+      "properties": {
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+        "Node name for S&R": "ImageBatch",
+        "widget_ue_connectable": {}
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+      "type": "ImpactCombineConditionings",
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+          "type": "CONDITIONING",
+          "link": 258
+        },
+        {
+          "name": "conditioning2",
+          "type": "CONDITIONING",
+          "link": 259
+        },
+        {
+          "name": "conditioning3",
+          "type": "CONDITIONING",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            264
+          ]
+        }
+      ],
+      "properties": {
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+      "type": "WanPhantomSubjectToVideo",
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+        {
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+        },
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+          "type": "VAE",
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+        },
+        {
+          "name": "images",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 229
+        }
+      ],
+      "outputs": [
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "links": [
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+          ]
+        },
+        {
+          "name": "negative_text",
+          "type": "CONDITIONING",
+          "links": [
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+        },
+        {
+          "name": "negative_img_text",
+          "type": "CONDITIONING",
+          "links": [
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+          ]
+        },
+        {
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+          "type": "LATENT",
+          "links": [
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+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.39",
+        "Node name for S&R": "WanPhantomSubjectToVideo",
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+      },
+      "widgets_values": [
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+      "type": "KSampler",
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+      "inputs": [
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+          "type": "MODEL",
+          "link": 262
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 265
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 264
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": 266
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [
+            263
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.39",
+        "widget_ue_connectable": {},
+        "Node name for S&R": "KSampler"
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+      "widgets_values": [
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+        "fixed",
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+        1,
+        "euler",
+        "normal",
+        1,
+        ""
+      ]
+    },
+    {
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+      "type": "VAELoader",
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+      "flags": {},
+      "order": 5,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "slot_index": 0,
+          "links": [
+            76,
+            221
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+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.34",
+        "Node name for S&R": "VAELoader",
+        "models": [
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+            "name": "wan_2.1_vae.safetensors",
+            "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors",
+            "hash": "2fc39d31359a4b0a64f55876d8ff7fa8d780956ae2cb13463b0223e15148976b",
+            "hash_type": "SHA256",
+            "directory": "vae"
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+        ],
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "wan_2.1_vae.safetensors"
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+    },
+    {
+      "id": 109,
+      "type": "Power Lora Loader (rgthree)",
+      "pos": [
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+          "type": "MODEL",
+          "link": 184
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+        {
+          "dir": 3,
+          "name": "clip",
+          "type": "CLIP",
+          "link": 268
+        }
+      ],
+      "outputs": [
+        {
+          "dir": 4,
+          "name": "MODEL",
+          "shape": 3,
+          "type": "MODEL",
+          "links": [
+            180
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+        {
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+          "name": "CLIP",
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+          "type": "CLIP",
+          "links": [
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+            186
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+        }
+      ],
+      "properties": {
+        "cnr_id": "rgthree-comfy",
+        "ver": "6c5f7c95ed8487fe08e42bd0341cae6dc9c0f0ad",
+        "Show Strengths": "Single Strength",
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        {},
+        {
+          "type": "PowerLoraLoaderHeaderWidget"
+        },
+        {
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+          "lora": "Wan_speeduploras\\Wan21_CausVid_14B_T2V_lora_rank32_v1_5_no_first_block.safetensors",
+          "strength": 1,
+          "strengthTwo": null
+        },
+        {},
+        ""
+      ]
+    },
+    {
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+      "type": "UnetLoaderGGUFDisTorchMultiGPU",
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+      "mode": 4,
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+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            205
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui-multigpu",
+        "ver": "a05823ff0a5296332ae478b18ab93b46cd996a44",
+        "Node name for S&R": "UnetLoaderGGUFDisTorchMultiGPU",
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "Phantom_Wan_14B-Q8_0.gguf",
+        "cuda:0",
+        16,
+        false,
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+      ]
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+      "order": 7,
+      "mode": 0,
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+      "outputs": [
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+          "name": "OPT_CONNECTION",
+          "type": "*",
+          "links": null
+        }
+      ],
+      "properties": {
+        "matchColors": "purple",
+        "matchTitle": "",
+        "showNav": true,
+        "sort": "position",
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+        "toggleRestriction": "max one",
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+      "color": "#323",
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+          "type": "MODEL",
+          "links": [
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+      "properties": {
+        "cnr_id": "comfyui-kjnodes",
+        "ver": "5dcda71011870278c35d92ff77a677ed2e538f2d",
+        "Node name for S&R": "PathchSageAttentionKJ",
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+      },
+      "widgets_values": [
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+      "type": "ModelPatchTorchSettings",
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+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            184
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui-kjnodes",
+        "ver": "5dcda71011870278c35d92ff77a677ed2e538f2d",
+        "Node name for S&R": "ModelPatchTorchSettings",
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        true
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+    {
+      "id": 150,
+      "type": "Fast Groups Bypasser (rgthree)",
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+      "flags": {},
+      "order": 8,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "OPT_CONNECTION",
+          "type": "*",
+          "links": null
+        }
+      ],
+      "title": "Optimizations",
+      "properties": {
+        "matchColors": "black",
+        "matchTitle": "",
+        "showNav": true,
+        "sort": "position",
+        "customSortAlphabet": "",
+        "toggleRestriction": "default",
+        "widget_ue_connectable": {}
+      },
+      "color": "#222",
+      "bgcolor": "#000"
+    },
+    {
+      "id": 127,
+      "type": "Note",
+      "pos": [
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+      "flags": {},
+      "order": 9,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "Feel free to enabled those two Optimizations if you have updated torch, and for the one on the left sage attention installed."
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 48,
+      "type": "ModelSamplingSD3",
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+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 180
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "slot_index": 0,
+          "links": [
+            262
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.34",
+        "Node name for S&R": "ModelSamplingSD3",
+        "widget_ue_connectable": {}
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+    {
+      "id": 103,
+      "type": "Note",
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+      "flags": {},
+      "order": 10,
+      "mode": 0,
+      "inputs": [],
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+      "properties": {
+        "widget_ue_connectable": {}
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+        "Since umt5 is a variant based on T5, the input of prompt supports multiple languages.\n\n---\n\n由于 umt5 是基于 T5 的变体，所以提示词输入是支持多种语言输入的"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
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+      "id": 128,
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+        "If you want to speed up your generation by 5x or more, use the causvid lora in the lora loader. If you enable this, you can set the steps to around 4-6 and have to set cfg to 1. \nThat way it can generate a good looking output video in a lot less time. (more than 5x speedup is possible)"
+      ],
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+      "bgcolor": "#653"
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+        "loop_count": 0,
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+        "format": "video/nvenc_h264-mp4",
+        "pix_fmt": "yuv420p",
+        "bitrate": 10,
+        "megabit": true,
+        "save_metadata": true,
+        "pingpong": false,
+        "save_output": true,
+        "videopreview": {
+          "hidden": false,
+          "paused": false,
+          "params": {
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+            "subfolder": "",
+            "type": "output",
+            "format": "video/nvenc_h264-mp4",
+            "frame_rate": 16,
+            "workflow": "vace_14b_00243.png",
+            "fullpath": "G:\\ComfyUI\\new\\ComfyUI_windows_portable\\ComfyUI\\output\\vace_14b_00243.mp4"
+          }
+        }
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+    },
+    {
+      "id": 77,
+      "type": "MarkdownNote",
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+      "flags": {},
+      "order": 12,
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+        "\n\n**diffusion_models** \n\n- [Phantom_Wan_14B-GGUF](https://huggingface.co/QuantStack/Phantom_Wan_14B-GGUF/tree/main)\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- [umt5-xxl-encoder-gguf](https://huggingface.co/city96/umt5-xxl-encoder-gguf/tree/main)\n\n> You can choose between fp16, fp8 and ggufs.\n\n**CausVidLora(Optional for a lot more speed)**\n- [Wan21_CausVid_14B_T2V_lora_rank32_v1_5_no_first_block.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan21_CausVid_14B_T2V_lora_rank32_v1_5_no_first_block.safetensors?download=true)\n\n\n\nFile save location\n\n```v\nComfyUI/\n├── models/\n│   ├── loras/\n│   │   └─── Wan21_CausVid_14B_T2V_lora_rank32_v1_5_no_first_block.safetensors\n│   ├── unet/\n│   │   └─── Phantom_Wan_14B-Qx_x_x.gguf\n│   ├── text_encoders/\n│   │   └─── umt5_xxl_fp8_e4m3fn_scaled.safetensors # or GGUF (umt5-xxl-encoder-Qx_x.gguf)\n│   └── vae/\n│       └──  wan_2.1_vae.safetensors\n\n```\n"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
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+    {
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+          "type": "CLIP",
+          "links": [
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+      "properties": {
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+          "type": "CLIP",
+          "links": []
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+      ],
+      "properties": {
+        "cnr_id": "comfyui-multigpu",
+        "ver": "a05823ff0a5296332ae478b18ab93b46cd996a44",
+        "Node name for S&R": "CLIPLoaderGGUFMultiGPU",
+        "widget_ue_connectable": {}
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+        "You can chose which clip loader you want to use, you can use ggufs and safetensors with the same loader, if you have a second gpu use the multi gpu loader for offloading clip to the second one. If you dont have one just use the normal one."
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
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+        "You can add as many reference images as you need, ive tested 1-2 but more should work too, youll just have to batch those images together. "
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+}