nodes/ModelTC-ComfyUI-Lightx2vWrapper
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refactor: consolidate and refactor LightX2V nodes into a new modular structure, enhancing organization and maintainability

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This commit is contained in:
GACLove
2025-07-14 15:52:43 +08:00
parent e234343952
commit b1b663c439
8 changed files with 376 additions and 1288 deletions
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examples/i2v_workflow.json
+203 -202
View File
@@ -1,8 +1,8 @@
{
"id": "8e881096-4f7b-4633-b34b-6b9c0f8aa093",
"revision": 0,
"last_node_id": 103,
"last_link_id": 70,
"last_node_id": 104,
"last_link_id": 72,
"nodes": [
{
"id": 86,
@@ -78,42 +78,6 @@
"textEmbedding"
]
},
{
"id": 100,
"type": "SetNode",
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],
"size": [
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],
"flags": {},
"order": 14,
"mode": 0,
"inputs": [
{
"name": "LIGHT_WAN_MODEL",
"type": "LIGHT_WAN_MODEL",
"link": 65
}
],
"outputs": [
{
"name": "*",
"type": "*",
"links": null
}
],
"title": "Set_WanModel",
"properties": {
"previousName": "WanModel"
},
"widgets_values": [
"WanModel"
]
},
{
"id": 99,
"type": "GetNode",
@@ -364,7 +328,7 @@
154
],
"flags": {},
"order": 10,
"order": 9,
"mode": 0,
"inputs": [
{
@@ -397,62 +361,6 @@
""
]
},
{
"id": 88,
"type": "Lightx2vWanVideoModelLoader",
"pos": [
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],
"size": [
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],
"flags": {},
"order": 9,
"mode": 0,
"inputs": [
{
"name": "teacache_args",
"shape": 7,
"type": "LIGHT_TEACACHEARGS",
"link": null
},
{
"name": "model_dir",
"shape": 7,
"type": "STRING",
"widget": {
"name": "model_dir"
},
"link": 69
}
],
"outputs": [
{
"name": "wan_model",
"type": "LIGHT_WAN_MODEL",
"links": [
65
]
}
],
"properties": {
"Node name for S&R": "Lightx2vWanVideoModelLoader"
},
"widgets_values": [
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"i2v",
"bf16",
"cuda",
"flash_attn3",
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]
},
{
"id": 87,
"type": "Lightx2vWanVideoT5EncoderLoader",
@@ -537,57 +445,6 @@
},
"widgets_values": []
},
{
"id": 90,
"type": "Lightx2vWanVideoSampler",
"pos": [
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"flags": {},
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"mode": 0,
"inputs": [
{
"name": "model",
"type": "LIGHT_WAN_MODEL",
"link": 66
},
{
"name": "text_embeddings",
"type": "LIGHT_TEXT_EMBEDDINGS",
"link": 64
},
{
"name": "image_embeddings",
"type": "LIGHT_IMAGE_EMBEDDINGS",
"link": 62
}
],
"outputs": [
{
"name": "latent",
"type": "LIGHT_LATENT",
"links": [
55
]
}
],
"properties": {
"Node name for S&R": "Lightx2vWanVideoSampler"
},
"widgets_values": [
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1,
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"fixed"
]
},
{
"id": 85,
"type": "Lightx2vWanVideoImageEncoder",
@@ -600,7 +457,7 @@
146
],
"flags": {},
"order": 15,
"order": 14,
"mode": 0,
"inputs": [
{
@@ -700,7 +557,7 @@
"hidden": false,
"paused": false,
"params": {
"filename": "AnimateDiff_00019.mp4",
"filename": "AnimateDiff_00565.mp4",
"subfolder": "",
"type": "output",
"format": "video/h264-mp4",
@@ -710,40 +567,6 @@
}
}
},
{
"id": 102,
"type": "Lightx2vWanVideoModelDir",
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"flags": {},
"order": 4,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "STRING",
"type": "STRING",
"links": [
67,
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69,
70
]
}
],
"properties": {
"Node name for S&R": "Lightx2vWanVideoModelDir"
},
"widgets_values": [
"/mnt/aigc/users/lijiaqi2/wan_model/Wan2.1-I2V-14B-720P-cfg"
]
},
{
"id": 93,
"type": "LoadImage",
@@ -756,7 +579,7 @@
314.0000305175781
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"flags": {},
"order": 5,
"order": 4,
"mode": 0,
"inputs": [],
"outputs": [
@@ -780,6 +603,184 @@
"img_0.jpg",
"image"
]
},
{
"id": 100,
"type": "SetNode",
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],
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"flags": {},
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"mode": 0,
"inputs": [
{
"name": "LIGHT_WAN_MODEL",
"type": "LIGHT_WAN_MODEL",
"link": 72
}
],
"outputs": [
{
"name": "*",
"type": "*",
"links": null
}
],
"title": "Set_WanModel",
"properties": {
"previousName": "WanModel"
},
"widgets_values": [
"WanModel"
]
},
{
"id": 104,
"type": "Lightx2vWanVideoModelLoader",
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],
"size": [
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"flags": {},
"order": 10,
"mode": 0,
"inputs": [
{
"name": "teacache_args",
"shape": 7,
"type": "LIGHT_TEACACHEARGS",
"link": null
},
{
"name": "model_dir",
"shape": 7,
"type": "STRING",
"widget": {
"name": "model_dir"
},
"link": 71
}
],
"outputs": [
{
"name": "wan_model",
"type": "LIGHT_WAN_MODEL",
"links": [
72
]
}
],
"properties": {
"Node name for S&R": "Lightx2vWanVideoModelLoader"
},
"widgets_values": [
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"i2v",
"bf16",
"cuda",
"flash_attn3",
false,
"phase",
"",
"",
1,
"/mnt/aigc/users/lijiaqi2/wan_model/Wan2.1-I2V-14B-480P"
]
},
{
"id": 102,
"type": "Lightx2vWanVideoModelDir",
"pos": [
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],
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"flags": {},
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"mode": 0,
"inputs": [],
"outputs": [
{
"name": "model_dir",
"type": "STRING",
"links": [
67,
68,
70,
71
]
}
],
"properties": {
"Node name for S&R": "Lightx2vWanVideoModelDir"
},
"widgets_values": [
"/mnt/aigc/users/lijiaqi2/wan_model/Wan2.1-I2V-14B-720P-cfg"
]
},
{
"id": 90,
"type": "Lightx2vWanVideoSampler",
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129.44773864746094
],
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],
"flags": {},
"order": 6,
"mode": 0,
"inputs": [
{
"name": "model",
"type": "LIGHT_WAN_MODEL",
"link": 66
},
{
"name": "text_embeddings",
"type": "LIGHT_TEXT_EMBEDDINGS",
"link": 64
},
{
"name": "image_embeddings",
"type": "LIGHT_IMAGE_EMBEDDINGS",
"link": 62
}
],
"outputs": [
{
"name": "latent",
"type": "LIGHT_LATENT",
"links": [
55
]
}
],
"properties": {
"Node name for S&R": "Lightx2vWanVideoSampler"
},
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}
],
"links": [
@@ -879,14 +880,6 @@
1,
"LIGHT_TEXT_EMBEDDINGS"
],
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@@ -911,14 +904,6 @@
0,
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@@ -926,6 +911,22 @@
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"groups": [
@@ -985,10 +986,10 @@
"config": {},
"extra": {
"ds": {
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"scale": 0.8264462809917354,
"offset": [
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"frontendVersion": "1.19.9"