diff --git a/example_workflows/wanvideo_phantom_subject2vid_example_01.json b/example_workflows/wanvideo_phantom_subject2vid_example_02.json
similarity index 80%
rename from example_workflows/wanvideo_phantom_subject2vid_example_01.json
rename to example_workflows/wanvideo_phantom_subject2vid_example_02.json
index 83fc469..dc8fdf8 100644
--- a/example_workflows/wanvideo_phantom_subject2vid_example_01.json
+++ b/example_workflows/wanvideo_phantom_subject2vid_example_02.json
@@ -1,8 +1,8 @@
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+ }
+ ],
+ "outputs": [
+ {
+ "name": "image_embeds",
+ "type": "WANVIDIMAGE_EMBEDS",
+ "links": [
+ 114
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "1f535743870da83c530386874f10aabc70201919",
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+ "flags": {},
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+ "mode": 0,
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},
{
"name": "image_embeds",
"type": "WANVIDIMAGE_EMBEDS",
"link": 114
},
+ {
+ "name": "text_embeds",
+ "shape": 7,
+ "type": "WANVIDEOTEXTEMBEDS",
+ "link": 30
+ },
{
"name": "samples",
"shape": 7,
@@ -1124,7 +1650,7 @@
"name": "cache_args",
"shape": 7,
"type": "CACHEARGS",
- "link": 71
+ "link": null
},
{
"name": "flowedit_args",
@@ -1173,6 +1699,18 @@
"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
}
],
"outputs": [
@@ -1183,6 +1721,11 @@
"links": [
33
]
+ },
+ {
+ "name": "denoised_samples",
+ "type": "LATENT",
+ "links": null
}
],
"properties": {
@@ -1191,500 +1734,21 @@
"Node name for S&R": "WanVideoSampler"
},
"widgets_values": [
- 40,
- 7.500000000000002,
+ 8,
+ 1,
5,
- 44,
+ 45,
"fixed",
true,
- "unipc",
+ "dpm++_sde",
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false,
- "comfy"
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- "order": 29,
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- "inputs": [
- {
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- "type": "IMAGE",
- "link": 102
- }
- ],
- "outputs": [],
- "properties": {
- "cnr_id": "comfy-core",
- "ver": "0.3.29",
- "Node name for S&R": "PreviewImage"
- },
- "widgets_values": []
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- {
- "id": 74,
- "type": "WanVideoPhantomEmbeds",
- "pos": [
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- "size": [
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- "flags": {},
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- "link": 119
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- {
- "name": "phantom_latent_2",
- "shape": 7,
- "type": "LATENT",
- "link": 120
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- {
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- "shape": 7,
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- "link": null
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- {
- "name": "phantom_latent_4",
- "shape": 7,
- "type": "LATENT",
- "link": null
- },
- {
- "name": "vace_embeds",
- "shape": 7,
- "type": "WANVIDIMAGE_EMBEDS",
- "link": null
- }
- ],
- "outputs": [
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- "type": "WANVIDIMAGE_EMBEDS",
- "links": [
- 114
- ]
- }
- ],
- "properties": {
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]
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- 89
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- }
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- "title": "Width",
- "properties": {
- "cnr_id": "comfyui-kjnodes",
- "ver": "3e3a1a8aac61dc4515f6a7da74e026f05a80299f",
- "Node name for S&R": "INTConstant"
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- "widgets_values": [
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- "color": "#1b4669",
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- "title": "Height",
- "properties": {
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- "ver": "3e3a1a8aac61dc4515f6a7da74e026f05a80299f",
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- "link": null
- },
- {
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- "shape": 7,
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- {
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- "shape": 7,
- "type": "VACEPATH",
- "link": null
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- {
- "name": "fantasytalking_model",
- "shape": 7,
- "type": "FANTASYTALKINGMODEL",
- "link": null
- }
- ],
- "outputs": [
- {
- "name": "model",
- "type": "WANVIDEOMODEL",
- "slot_index": 0,
- "links": [
- 29
- ]
- }
- ],
- "properties": {
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- "ver": "6099ad393b071728032fd481e96d77d2900eee2c",
- "Node name for S&R": "WanVideoModelLoader"
- },
- "widgets_values": [
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- "fp16_fast",
- "disabled",
- "offload_device",
- "sdpa"
- ],
- "color": "#223",
- "bgcolor": "#335"
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- {
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- ],
- "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",
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- "slot_index": 0,
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- "properties": {
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- "ver": "6099ad393b071728032fd481e96d77d2900eee2c",
- "Node name for S&R": "WanVideoTorchCompileSettings"
- },
- "widgets_values": [
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- ],
- "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"
- },
- {
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- "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",
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- "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,
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- "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": [
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- "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": [
@@ -1696,20 +1760,12 @@
0,
"WANTEXTENCODER"
],
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- 29,
- 22,
- 0,
- 27,
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- "WANVIDEOMODEL"
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[
30,
16,
0,
27,
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+ 2,
"WANVIDEOTEXTEMBEDS"
],
[
@@ -1768,158 +1824,6 @@
0,
"WANVAE"
],
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[
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@@ -1933,24 +1837,192 @@
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],
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+ [
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"groups": [
@@ -1971,13 +2043,13 @@
"config": {},
"extra": {
"ds": {
- "scale": 0.7400249944258622,
+ "scale": 0.7400249944258633,
"offset": [
- 1005.437787735656,
- 997.7652923947804
+ -638.0262905717265,
+ 888.6874794608037
]
},
- "frontendVersion": "1.20.3",
+ "frontendVersion": "1.26.7",
"node_versions": {
"ComfyUI-WanVideoWrapper": "5a2383621a05825d0d0437781afcb8552d9590fd",
"comfy-core": "0.3.26",
diff --git a/nodes_model_loading.py b/nodes_model_loading.py
index 631dca8..d955e9f 100644
--- a/nodes_model_loading.py
+++ b/nodes_model_loading.py
@@ -330,7 +330,7 @@ class WanVideoTorchCompileSettings:
RETURN_NAMES = ("torch_compile_args",)
FUNCTION = "set_args"
CATEGORY = "WanVideoWrapper"
- DESCRIPTION = "torch.compile settings, when connected to the model loader, torch.compile of the selected layers is attempted. Requires Triton and torch 2.5.0 is recommended"
+ DESCRIPTION = "torch.compile settings, when connected to the model loader, torch.compile of the selected layers is attempted. Requires Triton and torch > 2.7.0 is recommended"
def set_args(self, backend, fullgraph, mode, dynamic, dynamo_cache_size_limit, compile_transformer_blocks_only, dynamo_recompile_limit=128):