Sage attention cannot be used

[JoeAu]

Custom Node Testing

• I have tried disabling custom nodes and the issue persists (see how to disable custom nodes if you need help)

Your question

There has been no problem with '-- use age attention'. Today, ComfyUI-3D-Pack was installed, and many installation packages need to be compiled. When starting Comfyui, z-image and qwen image all reported errors
CLIPTextEncode
Input tensors must be in dtype of torch.float16 or torch.bfloat16
The workflow has been used before and the model has not been replaced.
Then I found that uninstalling sageattention-2.2.0 and restarting Comfyui worked fine, but I'm not sure if it's related to installing ComfyUI-3D-Pack.

Logs

E:\project\ComfyUI_windows_portable\ComfyUI>python.exe -s E:\project\ComfyUI_windows_portable\ComfyUI\main.py --disable-auto-launch --use-sage-attention
[START] Security scan
[DONE] Security scan
## ComfyUI-Manager: installing dependencies done.
** ComfyUI startup time: 2025-12-11 15:10:50.712
** Platform: Windows
** Python version: 3.12.10 (tags/v3.12.10:0cc8128, Apr  8 2025, 12:21:36) [MSC v.1943 64 bit (AMD64)]
** Python executable: E:\Python\Python312\python.exe
** ComfyUI Path: E:\project\ComfyUI_windows_portable\ComfyUI
** ComfyUI Base Folder Path: E:\project\ComfyUI_windows_portable\ComfyUI
** User directory: E:\project\ComfyUI_windows_portable\ComfyUI\user
** ComfyUI-Manager config path: E:\project\ComfyUI_windows_portable\ComfyUI\user\__manager\config.ini
** Log path: E:\project\ComfyUI_windows_portable\ComfyUI\user\comfyui.log

Prestartup times for custom nodes:
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\rgthree-comfy
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Easy-Use
   4.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Manager

Checkpoint files will always be loaded safely.
Total VRAM 49140 MB, total RAM 130813 MB
pytorch version: 2.7.0+cu128
xformers version: 0.0.30
Set vram state to: NORMAL_VRAM
Device: cuda:0 NVIDIA GeForce RTX 4090 D : cudaMallocAsync
Using async weight offloading with 2 streams
Enabled pinned memory 58866.0
Using sage attention
Python version: 3.12.10 (tags/v3.12.10:0cc8128, Apr  8 2025, 12:21:36) [MSC v.1943 64 bit (AMD64)]
ComfyUI version: 0.4.0
ComfyUI frontend version: 1.34.8
[Prompt Server] web root: E:\Python\Python312\Lib\site-packages\comfyui_frontend_package\static
Total VRAM 49140 MB, total RAM 130813 MB
pytorch version: 2.7.0+cu128
xformers version: 0.0.30
Set vram state to: NORMAL_VRAM
Device: cuda:0 NVIDIA GeForce RTX 4090 D : cudaMallocAsync
Using async weight offloading with 2 streams
Enabled pinned memory 58866.0
Multiple distributions found for package optimum. Picked distribution: optimum
E:\Python\Python312\Lib\site-packages\kiui\nn\__init__.py:31: FutureWarning: `torch.cuda.amp.custom_fwd(args...)` is deprecated. Please use `torch.amp.custom_fwd(args..., device_type='cuda')` instead.
  @torch.cuda.amp.custom_fwd(cast_inputs=torch.float32)

E:\Python\Python312\Lib\site-packages\kiui\nn\__init__.py:37: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  @torch.cuda.amp.custom_bwd

Warn!: xFormers is available (Attention)
Warn!: E:\Python\Python312\Lib\site-packages\slangtorch\slangtorch.py:3: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
  import pkg_resources

[SPARSE] Backend: spconv, Attention: xformers
[SPARSE] Backend: spconv, Attention: xformers
[SPARSE][CONV] spconv algo: implicit_gemm
[SPARSE] Backend: spconv, Attention: xformers
Added Hunyuan3D-2.1 path to sys.path: E:\project\ComfyUI\ComfyUI\custom_nodes\ComfyUI-3D-Pack\Gen_3D_Modules\Hunyuan3D_2_1
Added Hunyuan3D-2.1 path to sys.path: E:\project\ComfyUI\ComfyUI\custom_nodes\ComfyUI-3D-Pack\Gen_3D_Modules\Hunyuan3D_2_1\hy3dshape
Added Hunyuan3D-2.1 path to sys.path: E:\project\ComfyUI\ComfyUI\custom_nodes\ComfyUI-3D-Pack\Gen_3D_Modules\Hunyuan3D_2_1\hy3dpaint
Torchvision version: 0.22.0+cu128
torchvision.transforms.functional_tensor not found, applying compatibility fix...
Applied compatibility fix: created functional_tensor mock module
Torchvision fix applied for Hunyuan3D-2.1
mmgp available for memory management
[WARNING] Using Python fallback mesh_inpaint_processor (slower)
[INFO] To use faster C++ version, run: compile_mesh_painter.bat
InPaint Function CAN NOT BE Imported!!!
Hunyuan3D-2.1 modules loaded successfully
Torchvision version: 0.22.0+cu128
torchvision.transforms.functional_tensor is available
torch_cluster not available - using pytorch3d FPS sampling method
[AnimateDiffEvo] - ERROR - No motion models found. Please download one and place in: ['E:\\project\\ComfyUI_windows_portable\\ComfyUI\\custom_nodes\\ComfyUI-AnimateDiff-Evolved\\models', 'E:\\project\\ComfyUI_windows_portable\\ComfyUI\\models\\animatediff_models']
Adding E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes to sys.path
Efficiency Nodes: Attempting to add Control Net options to the 'HiRes-Fix Script' Node (comfyui_controlnet_aux add-on)...Success!
Loaded Efficiency nodes from E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\efficiency-nodes-comfyui
Loaded comfyui_controlnet_aux nodes from E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_controlnet_aux
Could not find AdvancedControlNet nodes
Could not find AnimateDiff nodes
Could not find IPAdapter nodes
Loaded VideoHelperSuite from E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-VideoHelperSuite
### Loading: ComfyUI-Impact-Pack (V8.28)
### Loading: ComfyUI-Impact-Pack (V8.28)
[Impact Pack] Wildcard total size (0.00 MB) is within cache limit (50.00 MB). Using full cache mode.
Loaded ImpactPack nodes from E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Impact-Pack
[Impact Pack] Wildcards loading done.
[Impact Pack] Wildcard total size (0.00 MB) is within cache limit (50.00 MB). Using full cache mode.
[Impact Pack] Wildcards loading done.
[Crystools INFO] Crystools version: 1.27.4
[Crystools INFO] Platform release: 10
[Crystools INFO] JETSON: Not detected.
[Crystools INFO] CPU: 13th Gen Intel(R) Core(TM) i5-13400 - Arch: AMD64 - OS: Windows 10
[Crystools INFO] pynvml (NVIDIA) initialized.
[Crystools INFO] GPU/s:
[Crystools INFO] 0) NVIDIA GeForce RTX 4090 D
[Crystools INFO] NVIDIA Driver: 581.15
[ComfyUI-Easy-Use] server: v1.3.4 Loaded
[ComfyUI-Easy-Use] web root: E:\project\ComfyUI\ComfyUI\custom_nodes\ComfyUI-Easy-Use\web_version/v2 Loaded
ComfyUI-GGUF: Partial torch compile only, consider updating pytorch
### Loading: ComfyUI-Impact-Pack (V8.28)
[Impact Pack] Wildcard total size (0.00 MB) is within cache limit (50.00 MB). Using full cache mode.
[Impact Pack] Wildcards loading done.
[IndexTTS] 使用transformers新版API (>= 4.49)，LogitsProcessor
### Loading: ComfyUI-Inspire-Pack (V1.23)
Set up system temp directory: C:\Users\Joe\AppData\Local\Temp\latentsync_a0b77f2a

----------------------------------------------------------------------
[ComfyUI-Manager] NOTICE: Legacy backup exists
  - Your old Manager data was backed up to:
      E:\project\ComfyUI_windows_portable\ComfyUI\user\__manager\.legacy-manager-backup
  - Please verify and remove it when no longer needed.
----------------------------------------------------------------------

### Loading: ComfyUI-Manager (V3.38.1)
[ComfyUI-Manager] network_mode: public
### ComfyUI Version: v0.4.0-7-gf8321eb5 | Released on '2025-12-11'
======================================== ComfyUI-nunchaku Initialization ========================================
Nunchaku version: 1.0.0
ComfyUI-nunchaku version: 1.0.2
[ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/model-list.json
'nunchaku_versions.json' not found. Node will start in minimal mode. Use 'update node' to fetch versions.
=================================================================================================================
Nvidia APEX normalization not installed, using PyTorch LayerNorm

[ReActor] - STATUS - Running v0.6.0-a1 in ComfyUI
Torch version: 2.7.0+cu128
[ComfyUI-RMBG] v2.9.6 | 33 nodes Loaded
⚡ SeedVR2 optimizations check: Flash Attention ✅ | Triton ✅
📊 Initial CUDA memory: 46.34GB free / 47.99GB total
------------------------------------------
Comfyroll Studio v1.76 :  175 Nodes Loaded
------------------------------------------
** For changes, please see patch notes at https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/blob/main/Patch_Notes.md
** For help, please see the wiki at https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/wiki
------------------------------------------
[E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_controlnet_aux] | INFO -> Using ckpts path: E:\project\ComfyUI\ComfyUI\custom_nodes\comfyui_controlnet_aux\ckpts
[E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_controlnet_aux] | INFO -> Using symlinks: False
[E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_controlnet_aux] | INFO -> Using ort providers: ['CUDAExecutionProvider', 'DirectMLExecutionProvider', 'OpenVINOExecutionProvider', 'ROCMExecutionProvider', 'MIGraphXExecutionProvider', 'CPUExecutionProvider', 'CoreMLExecutionProvider']
E:\project\ComfyUI_windows_portable\ComfyUI\models\echo_mimic
AttributeError: 'MessageFactory' object has no attribute 'GetPrototype'
# 😺dzNodes: LayerStyle -> Cannot import name 'guidedFilter' from 'cv2.ximgproc'
A few nodes cannot works properly, while most nodes are not affected. Please REINSTALL package 'opencv-contrib-python'.
For detail refer to https://github.com/chflame163/ComfyUI_LayerStyle/issues/5
# 😺dzNodes: LayerStyle -> Cannot import name 'guidedFilter' from 'cv2.ximgproc'
A few nodes cannot works properly, while most nodes are not affected. Please REINSTALL package 'opencv-contrib-python'.
For detail refer to https://github.com/chflame163/ComfyUI_LayerStyle/issues/5
Optional node browser import failed with error: No module named 'browser_use'.If you don't need to use this optional node, this reminder can be ignored.
[ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/github-stats.json
Optional node movie_editor import failed with error: No module named 'moviepy.editor'.If you don't need to use this optional node, this reminder can be ignored.
[ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/extension-node-map.json
[ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/alter-list.json
[ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/custom-node-list.json
The installation of llama-cpp-python was skipped
如果你想要安装llama-cpp-python，请在E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_LLM_party\config.ini中的[API_KEYS]添加或者修改fast_installed= False,然后然后重新运行程序。
If you want to install llama-cpp-python, please add or modify fast_installed= False in E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_LLM_party\config.ini in [API_KEYS] and then run the program again.
Successfully installed py-cord[voice]
[Mira:Tagger] Initializing ONNX model list...
[Mira:Tagger] ONNX model path: E:\project\ComfyUI\ComfyUI\models\onnx
[Mira:Tagger] Found 2 ONNX Model(s).
  - human-parts/deeplabv3p-resnet50-human.onnx
  - parsing_lip.onnx
set VIDEO_TOTAL_PIXELS: 90316800
[E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfy_mtb] | INFO -> loaded 111 nodes successfuly
[E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfy_mtb] | INFO -> Some nodes (2) could not be loaded. This can be ignored, but go to http://127.0.0.1:8188/mtb if you want more information.
Efficiency Nodes: Attempting to add Control Net options to the 'HiRes-Fix Script' Node (comfyui_controlnet_aux add-on)...Success!
[PromptWidget] ✨提示词小部件PromptWidget 已注册

[rgthree-comfy] Loaded 48 fantastic nodes. 🎉

[rgthree-comfy] ComfyUI's new Node 2.0 rendering may be incompatible with some rgthree-comfy nodes and features, breaking some rendering as well as losing the ability to access a node's properties (a vital part of many nodes). It also appears to run MUCH more slowly spiking CPU usage and causing jankiness and unresponsiveness, especially with large workflows. Personally I am not planning to use the new Nodes 2.0 and, unfortunately, am not able to invest the time to investigate and overhaul rgthree-comfy where needed. If you have issues when Nodes 2.0 is enabled, I'd urge you to switch it off as well and join me in hoping ComfyUI is not planning to deprecate the existing, stable canvas rendering all together.

======================================== Stand-In ========================================
Successfully loaded all Stand-In nodes.
==========================================================================================

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--- Syntax Nodes: Custom Nodes Loaded ---
WAS Node Suite: BlenderNeko's Advanced CLIP Text Encode found, attempting to enable `CLIPTextEncode` support.
WAS Node Suite: `CLIPTextEncode (BlenderNeko Advanced + NSP)` node enabled under `WAS Suite/Conditioning` menu.
WAS Node Suite: OpenCV Python FFMPEG support is enabled
WAS Node Suite Warning: `ffmpeg_bin_path` is not set in `E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\was-node-suite-comfyui\was_suite_config.json` config file. Will attempt to use system ffmpeg binaries if available.
WAS Node Suite: Finished. Loaded 221 nodes successfully.

        "Art is not about making something perfect, it's about making something meaningful." - Unknown


Import times for custom nodes:
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\websocket_image_save.py
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Advanced-Vision
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\kontext-presets
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-PainterI2V
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-PainterI2VforKJ
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_AdvancedRefluxControl
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_ADV_CLIP_emb
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-APQNodes
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-IC-Light-Native
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-WanMoeKSampler
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Miaoshouai-Tagger
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-AutoSplitGridImage
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-QwenVL
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_ttp_toolset
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\Comfyui-QwenEditUtils
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-MagCache
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\cg-use-everywhere
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-LatentSyncWrapper
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_InstantID
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\Stand-In_Preprocessor_ComfyUI
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_Camera
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Wan22FMLF
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_FaceAnalysis
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-TangoFlux
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-GGUF
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-IC-Light
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-WanAnimatePreprocess
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\PR-comfyui_prompt_widget-d8a662e9
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\Comfy-WaveSpeed
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Florence2
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Chord
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-depthanythingv2
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_patches_ll
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-various
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyMath
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Custom-Scripts
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-TeaCache
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\efficiency-nodes-comfyui
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_essentials
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Fluxtapoz
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_UltimateSDUpscale
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-segment-anything-2
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_segment_anything
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-KJNodes
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_Mira
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Whisper
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\Comfyui_LG_Tools
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Impact-Pack
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\rgthree-comfy
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-LBMWrapper
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Hunyuan3DWrapper
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-MelBandRoFormer
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_QwenVL
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-SoulX-Podcast
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_controlnet_aux
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\CharacterFaceSwap
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-AnimateDiff-Evolved
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Inspire-Pack
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfy_mtb
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Index-TTS
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\syntax-nodes
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_LayerStyle
   0.0 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_LayerStyle_Advance
   0.1 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-VideoHelperSuite
   0.1 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-tensorops
   0.1 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-PuLID-Flux-Enhanced
   0.1 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_Comfyroll_CustomNodes
   0.1 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-ReActor
   0.1 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Crystools
   0.1 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-RMBG
   0.1 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-SeedVR2_VideoUpscaler
   0.2 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\Comfyui-HunyuanFoley
   0.2 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\QwenImage-Diffsynth
   0.2 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-AdvancedLivePortrait
   0.2 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-art-venture
   0.2 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_EchoMimic
   0.3 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\audio-separation-nodes-comfyui
   0.3 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper
   0.4 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_Seed-VC
   0.7 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Easy-Use
   0.7 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-PythonNode
   0.8 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_ACE-Step
   0.8 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Manager
   0.9 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\EasyAnimate
   1.2 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\was-node-suite-comfyui
   1.6 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-GIMM-VFI
   2.7 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-nunchaku
   6.5 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-3D-Pack
   7.4 seconds: E:\project\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_LLM_party

Context impl SQLiteImpl.
Will assume non-transactional DDL.
Warn!: No target revision found.
Starting server

To see the GUI go to: http://127.0.0.1:8188
FETCH ComfyRegistry Data: 5/111
FETCH ComfyRegistry Data: 10/111
FETCH ComfyRegistry Data: 15/111
FETCH ComfyRegistry Data: 20/111
got prompt
FETCH ComfyRegistry Data: 25/111
Using xformers attention in VAE
Using xformers attention in VAE
VAE load device: cuda:0, offload device: cpu, dtype: torch.bfloat16
CLIP/text encoder model load device: cuda:0, offload device: cpu, current: cpu, dtype: torch.float16
Requested to load ZImageTEModel_
loaded completely; 45960.68 MB usable, 7672.25 MB loaded, full load: True
!!! Exception during processing !!! Input tensors must be in dtype of torch.float16 or torch.bfloat16
Traceback (most recent call last):
  File "E:\project\ComfyUI_windows_portable\ComfyUI\execution.py", line 515, in execute
    output_data, output_ui, has_subgraph, has_pending_tasks = await get_output_data(prompt_id, unique_id, obj, input_data_all, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)
                                                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\execution.py", line 329, in get_output_data
    return_values = await _async_map_node_over_list(prompt_id, unique_id, obj, input_data_all, obj.FUNCTION, allow_interrupt=True, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)
                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\execution.py", line 303, in _async_map_node_over_list
    await process_inputs(input_dict, i)
  File "E:\project\ComfyUI_windows_portable\ComfyUI\execution.py", line 291, in process_inputs
    result = f(**inputs)
             ^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\nodes.py", line 77, in encode
    return (clip.encode_from_tokens_scheduled(tokens), )
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\comfy\sd.py", line 205, in encode_from_tokens_scheduled
    pooled_dict = self.encode_from_tokens(tokens, return_pooled=return_pooled, return_dict=True)
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\comfy\sd.py", line 269, in encode_from_tokens
    o = self.cond_stage_model.encode_token_weights(tokens)
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\comfy\sd1_clip.py", line 702, in encode_token_weights
    out = getattr(self, self.clip).encode_token_weights(token_weight_pairs)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\comfy\sd1_clip.py", line 45, in encode_token_weights
    o = self.encode(to_encode)
        ^^^^^^^^^^^^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\comfy\sd1_clip.py", line 297, in encode
    return self(tokens)
           ^^^^^^^^^^^^
  File "E:\Python\Python312\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\Python\Python312\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\comfy\sd1_clip.py", line 270, in forward
    outputs = self.transformer(None, attention_mask_model, embeds=embeds, num_tokens=num_tokens, intermediate_output=intermediate_output, final_layer_norm_intermediate=self.layer_norm_hidden_state, dtype=torch.float32, embeds_info=embeds_info)
              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\Python\Python312\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\Python\Python312\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\comfy\text_encoders\llama.py", line 528, in forward
    return self.model(input_ids, *args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\Python\Python312\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\Python\Python312\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\comfy\text_encoders\llama.py", line 496, in forward
    x = layer(
        ^^^^^^
  File "E:\Python\Python312\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\Python\Python312\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\comfy\text_encoders\llama.py", line 347, in forward
    x = self.self_attn(
        ^^^^^^^^^^^^^^^
  File "E:\Python\Python312\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\Python\Python312\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\comfy\text_encoders\llama.py", line 311, in forward
    output = optimized_attention(xq, xk, xv, self.num_heads, mask=attention_mask, skip_reshape=True)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\comfy\ldm\modules\attention.py", line 130, in wrapper
    return func(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\comfy\ldm\modules\attention.py", line 496, in attention_pytorch
    out = comfy.ops.scaled_dot_product_attention(q, k, v, attn_mask=mask, dropout_p=0.0, is_causal=False)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\project\ComfyUI_windows_portable\ComfyUI\comfy\ops.py", line 52, in scaled_dot_product_attention
    return torch.nn.functional.scaled_dot_product_attention(q, k, v, *args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\Python\Python312\Lib\site-packages\sageattention\core.py", line 149, in sageattn
    return sageattn_qk_int8_pv_fp8_cuda(q, k, v, tensor_layout=tensor_layout, is_causal=is_causal, sm_scale=sm_scale, return_lse=return_lse, pv_accum_dtype="fp32+fp16")
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\Python\Python312\Lib\site-packages\sageattention\core.py", line 725, in sageattn_qk_int8_pv_fp8_cuda
    assert dtype in [torch.float16, torch.bfloat16], "Input tensors must be in dtype of torch.float16 or torch.bfloat16"
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
AssertionError: Input tensors must be in dtype of torch.float16 or torch.bfloat16

Other

No response

[JoeAu]

It can be confirmed that there is a conflict between ComfyUI-3D-Pack and Sage Attention. After removing this plugin, Sage Attention works normally

[zpengcom]

`

ComfyUI Error Report

Error Details

• Node ID: 7
• Node Type: CLIPTextEncode
• Exception Type: AssertionError
• Exception Message: Input tensors must be in dtype of torch.float16 or torch.bfloat16

Stack Trace

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\execution.py", line 515, in execute
    output_data, output_ui, has_subgraph, has_pending_tasks = await get_output_data(prompt_id, unique_id, obj, input_data_all, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)
                                                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\execution.py", line 329, in get_output_data
    return_values = await _async_map_node_over_list(prompt_id, unique_id, obj, input_data_all, obj.FUNCTION, allow_interrupt=True, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)
                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\execution.py", line 303, in _async_map_node_over_list
    await process_inputs(input_dict, i)

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\execution.py", line 291, in process_inputs
    result = f(**inputs)
             ^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\nodes.py", line 77, in encode
    return (clip.encode_from_tokens_scheduled(tokens), )
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\sd.py", line 205, in encode_from_tokens_scheduled
    pooled_dict = self.encode_from_tokens(tokens, return_pooled=return_pooled, return_dict=True)
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\sd.py", line 269, in encode_from_tokens
    o = self.cond_stage_model.encode_token_weights(tokens)
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\sd1_clip.py", line 702, in encode_token_weights
    out = getattr(self, self.clip).encode_token_weights(token_weight_pairs)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\sd1_clip.py", line 45, in encode_token_weights
    o = self.encode(to_encode)
        ^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\sd1_clip.py", line 297, in encode
    return self(tokens)
           ^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\sd1_clip.py", line 270, in forward
    outputs = self.transformer(None, attention_mask_model, embeds=embeds, num_tokens=num_tokens, intermediate_output=intermediate_output, final_layer_norm_intermediate=self.layer_norm_hidden_state, dtype=torch.float32, embeds_info=embeds_info)
              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\text_encoders\llama.py", line 528, in forward
    return self.model(input_ids, *args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\text_encoders\llama.py", line 496, in forward
    x = layer(
        ^^^^^^

  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\text_encoders\llama.py", line 347, in forward
    x = self.self_attn(
        ^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\text_encoders\llama.py", line 311, in forward
    output = optimized_attention(xq, xk, xv, self.num_heads, mask=attention_mask, skip_reshape=True)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\ldm\modules\attention.py", line 130, in wrapper
    return func(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\ldm\modules\attention.py", line 496, in attention_pytorch
    out = comfy.ops.scaled_dot_product_attention(q, k, v, attn_mask=mask, dropout_p=0.0, is_causal=False)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\ops.py", line 52, in scaled_dot_product_attention
    return torch.nn.functional.scaled_dot_product_attention(q, k, v, *args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\sageattention\core.py", line 148, in sageattn
    return sageattn_qk_int8_pv_fp8_cuda(q, k, v, tensor_layout=tensor_layout, is_causal=is_causal, sm_scale=sm_scale, return_lse=return_lse, pv_accum_dtype="fp32+fp16")
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\_dynamo\eval_frame.py", line 838, in _fn
    return fn(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^

  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\sageattention\core.py", line 684, in sageattn_qk_int8_pv_fp8_cuda
    assert dtype in [torch.float16, torch.bfloat16], "Input tensors must be in dtype of torch.float16 or torch.bfloat16"
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

System Information

• ComfyUI Version: 0.4.0
• Arguments: ComfyUI\main.py --windows-standalone-build --force-fp16 --max-upload-size 256 --listen
• OS: win32
• Python Version: 3.12.9 (tags/v3.12.9:fdb8142, Feb 4 2025, 15:27:58) [MSC v.1942 64 bit (AMD64)]
• Embedded Python: true
• PyTorch Version: 2.7.1+cu128

Devices

• Name: cuda:0 NVIDIA GeForce RTX 4080 SUPER : cudaMallocAsync
  • Type: cuda
  • VRAM Total: 17170825216
  • VRAM Free: 15643574272
  • Torch VRAM Total: 33554432
  • Torch VRAM Free: 25034752

Logs

2025-12-12T21:42:24.389686 - �[34mWAS Node Suite: �[0mFinished.�[0m �[32mLoaded�[0m �[0m220�[0m �[32mnodes successfully.�[0m2025-12-12T21:42:24.390198 - 
2025-12-12T21:42:24.390198 - 
	�[3m�[93m"Do one thing every day that scares you."�[0m�[3m - Eleanor Roosevelt�[0m
2025-12-12T21:42:24.390198 - 
2025-12-12T21:42:24.407512 - 
Import times for custom nodes:
2025-12-12T21:42:24.407512 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\websocket_image_save.py
2025-12-12T21:42:24.408519 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyCanvas
2025-12-12T21:42:24.408519 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\AutoShutdown.py
2025-12-12T21:42:24.408519 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\RGBA_save_tools.py
2025-12-12T21:42:24.408519 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Advanced-Vision
2025-12-12T21:42:24.408519 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_pose_inter
2025-12-12T21:42:24.408519 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_chatbox_overlay
2025-12-12T21:42:24.408519 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\Comfyui-TextLine-counter
2025-12-12T21:42:24.408519 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\Image-Captioning-in-ComfyUI
2025-12-12T21:42:24.409533 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_AdvancedRefluxControl
2025-12-12T21:42:24.409533 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-PainterI2V
2025-12-12T21:42:24.409533 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Kontext-Inpainting
2025-12-12T21:42:24.409533 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-RAVE
2025-12-12T21:42:24.410042 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\Comfy-Canvas
2025-12-12T21:42:24.410042 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_memory_cleanup
2025-12-12T21:42:24.410042 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_bnb_nf4_fp4_Loaders
2025-12-12T21:42:24.410042 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\wanblockswap
2025-12-12T21:42:24.410561 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-textoverlay
2025-12-12T21:42:24.410561 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\teacachehunyuanvideo
2025-12-12T21:42:24.410561 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\masquerade-nodes-comfyui
2025-12-12T21:42:24.410561 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\Comfyui-Resolution-Master
2025-12-12T21:42:24.410561 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\PIP_KIMI2comfyui
2025-12-12T21:42:24.410561 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\gemini-api
2025-12-12T21:42:24.410561 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Regex-Runner
2025-12-12T21:42:24.410561 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_ttp_toolset
2025-12-12T21:42:24.410561 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Qwen-VL-API
2025-12-12T21:42:24.410561 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-unload-model
2025-12-12T21:42:24.410561 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-WanMoeKSampler
2025-12-12T21:42:24.410561 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-detail-daemon
2025-12-12T21:42:24.410561 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_segment_anything
2025-12-12T21:42:24.412083 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\lora-info
2025-12-12T21:42:24.412083 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-mxtoolkit
2025-12-12T21:42:24.412083 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_jc2
2025-12-12T21:42:24.412083 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-OpenCut
2025-12-12T21:42:24.412083 -    0.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-dotWaveform
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2025-12-12T21:42:24.425842 -    0.9 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-easy-use
2025-12-12T21:42:24.425842 -    1.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper
2025-12-12T21:42:24.425842 -    1.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_fill-nodes
2025-12-12T21:42:24.426361 -    1.1 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\RES4LYF
2025-12-12T21:42:24.426361 -    1.2 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\SeedVC-ComfyUI
2025-12-12T21:42:24.426361 -    1.3 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-manager
2025-12-12T21:42:24.426361 -    1.5 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_custom_nodes_alekpet
2025-12-12T21:42:24.426361 -    1.9 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\easyanimate
2025-12-12T21:42:24.426361 -    2.0 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\was-node-suite-comfyui
2025-12-12T21:42:24.426865 -    2.1 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-KaniTTS
2025-12-12T21:42:24.426865 -    4.8 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\sdpose-ood
2025-12-12T21:42:24.426865 -    6.7 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Apt_Preset
2025-12-12T21:42:24.426865 -   17.1 seconds: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-3D-Pack
2025-12-12T21:42:24.426865 - 
2025-12-12T21:42:24.620805 - Context impl SQLiteImpl.
2025-12-12T21:42:24.620805 - Will assume non-transactional DDL.
2025-12-12T21:42:24.621320 - Warn!: No target revision found.
2025-12-12T21:42:24.753402 - Warn!: ________________________________________________________________________
WARNING WARNING WARNING WARNING WARNING

Installed frontend version 1.33.13 is lower than the recommended version 1.34.8.

Please install the updated requirements.txt file by running:
I:\AI\ComfyUI_windows_portable\python_embeded\python.exe -m pip install -r I:\AI\ComfyUI_windows_portable\ComfyUI\requirements.txt
If you are on the portable package you can run: update\update_comfyui.bat to solve this problem.

This error is happening because the ComfyUI frontend is no longer shipped as part of the main repo but as a pip package instead.
________________________________________________________________________
2025-12-12T21:42:24.753402 - Starting server

2025-12-12T21:42:24.754948 - To see the GUI go to: http://0.0.0.0:8188
2025-12-12T21:42:24.754948 - To see the GUI go to: http://[::]:8188
2025-12-12T21:42:28.382162 - Warn!: [DEPRECATION WARNING] Detected import of deprecated legacy API: /scripts/ui.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.
2025-12-12T21:42:28.386768 - Warn!: [DEPRECATION WARNING] Detected import of deprecated legacy API: /extensions/core/clipspace.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.
2025-12-12T21:42:28.398130 - Warn!: [DEPRECATION WARNING] Detected import of deprecated legacy API: /scripts/ui/components/buttonGroup.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.
2025-12-12T21:42:28.405355 - Warn!: [DEPRECATION WARNING] Detected import of deprecated legacy API: /extensions/core/groupNode.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.
2025-12-12T21:42:28.406879 - Warn!: [DEPRECATION WARNING] Detected import of deprecated legacy API: /extensions/core/widgetInputs.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.
2025-12-12T21:42:49.149847 - [TimbreAudioLoader] 已加载 158 个音频文件2025-12-12T21:42:49.149847 - 
2025-12-12T21:42:49.157261 - [TimbreAudioLoader] 已加载 158 个音频文件2025-12-12T21:42:49.157261 - 
2025-12-12T21:42:50.934107 - Loaded 44 banana task names
2025-12-12T21:42:50.935120 - Fetching models for engine 'gemini' with base_ip='localhost', port='0', API key provided: False
2025-12-12T21:42:50.935120 - Warn!: No valid Gemini API key provided. Using fallback model list.
2025-12-12T21:42:50.935120 - Fetching models for engine 'gemini' with base_ip='localhost', port='0', API key provided: False
2025-12-12T21:42:50.935120 - Warn!: No valid Gemini API key provided. Using fallback model list.
2025-12-12T21:42:50.938266 - Loaded 48 style names
2025-12-12T21:42:50.939785 - Loaded 78 system prompt task names
2025-12-12T21:42:50.995586 - [StyleManager] 总共加载了 14 个样式2025-12-12T21:42:50.995586 - 
2025-12-12T21:42:50.995586 - [StyleManager] 已加载 5 个字体文件2025-12-12T21:42:50.995586 - 
2025-12-12T21:42:51.007997 - [StyleManager] 总共加载了 14 个样式2025-12-12T21:42:51.007997 - 
2025-12-12T21:42:51.009008 - [StyleManager] 已加载 5 个字体文件2025-12-12T21:42:51.009008 - 
2025-12-12T21:42:51.016579 - [StyleManager] 总共加载了 14 个样式2025-12-12T21:42:51.016579 - 
2025-12-12T21:42:51.017964 - [StyleManager] 已加载 5 个字体文件2025-12-12T21:42:51.017964 - 
2025-12-12T21:42:51.028107 - [StyleManager] 总共加载了 14 个样式2025-12-12T21:42:51.028107 - 
2025-12-12T21:42:51.029118 - [StyleManager] 已加载 5 个字体文件2025-12-12T21:42:51.029118 - 
2025-12-12T21:42:51.315139 - [VibeVoice] Found 2 VibeVoice model(s) available
2025-12-12T21:42:51.317661 - [VibeVoice] No LoRA adapters found in ComfyUI/models/vibevoice/loras
2025-12-12T21:43:12.262836 - [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/extension-node-map.json
2025-12-12T21:43:17.705569 - Cannot connect to comfyregistry.2025-12-12T21:43:17.705569 - 
2025-12-12T21:43:17.883777 - FETCH DATA from: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/custom-node-list.json2025-12-12T21:43:17.883777 - 2025-12-12T21:43:18.812449 - Warn!: [DEPRECATION WARNING] Detected import of deprecated legacy API: /scripts/ui/components/button.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.
2025-12-12T21:43:48.327328 - [ComfyUI-Manager] Due to a network error, switching to local mode.
=> custom-node-list.json
=> Connection timeout to host https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/custom-node-list.json
2025-12-12T21:43:48.327328 - FETCH DATA from: I:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-manager\custom-node-list.json2025-12-12T21:43:48.328845 - 2025-12-12T21:43:48.427272 -  [DONE]2025-12-12T21:43:48.428788 - 
2025-12-12T21:43:48.529731 - [ComfyUI-Manager] All startup tasks have been completed.
2025-12-12T21:43:59.097453 - Exception in callback _ProactorBasePipeTransport._call_connection_lost(None)
handle: <Handle _ProactorBasePipeTransport._call_connection_lost(None)>
Traceback (most recent call last):
  File "asyncio\events.py", line 88, in _run
  File "asyncio\proactor_events.py", line 165, in _call_connection_lost
ConnectionResetError: [WinError 10054] 远程主机强迫关闭了一个现有的连接。
2025-12-12T21:44:09.965829 - [TimbreAudioLoader] 已加载 158 个音频文件2025-12-12T21:44:09.965829 - 
2025-12-12T21:44:09.972925 - [TimbreAudioLoader] 已加载 158 个音频文件2025-12-12T21:44:09.974443 - 
2025-12-12T21:44:11.681409 - Fetching models for engine 'gemini' with base_ip='localhost', port='0', API key provided: False
2025-12-12T21:44:11.682419 - Warn!: No valid Gemini API key provided. Using fallback model list.
2025-12-12T21:44:11.682419 - Fetching models for engine 'gemini' with base_ip='localhost', port='0', API key provided: False
2025-12-12T21:44:11.682419 - Warn!: No valid Gemini API key provided. Using fallback model list.
2025-12-12T21:44:11.716534 - [StyleManager] 总共加载了 14 个样式2025-12-12T21:44:11.716534 - 
2025-12-12T21:44:11.717543 - [StyleManager] 已加载 5 个字体文件2025-12-12T21:44:11.717543 - 
2025-12-12T21:44:11.726504 - [StyleManager] 总共加载了 14 个样式2025-12-12T21:44:11.727007 - 
2025-12-12T21:44:11.727007 - [StyleManager] 已加载 5 个字体文件2025-12-12T21:44:11.727007 - 
2025-12-12T21:44:11.735458 - [StyleManager] 总共加载了 14 个样式2025-12-12T21:44:11.735458 - 
2025-12-12T21:44:11.735458 - [StyleManager] 已加载 5 个字体文件2025-12-12T21:44:11.735458 - 
2025-12-12T21:44:11.743050 - [StyleManager] 总共加载了 14 个样式2025-12-12T21:44:11.744573 - 
2025-12-12T21:44:11.744573 - [StyleManager] 已加载 5 个字体文件2025-12-12T21:44:11.744573 - 
2025-12-12T21:44:38.462709 - got prompt
2025-12-12T21:44:38.630889 - model weight dtype torch.float16, manual cast: None
2025-12-12T21:44:38.631403 - model_type FLOW
2025-12-12T21:44:49.154261 - Using xformers attention in VAE
2025-12-12T21:44:49.156785 - Using xformers attention in VAE
2025-12-12T21:44:49.456410 - VAE load device: cuda:0, offload device: cpu, dtype: torch.bfloat16
2025-12-12T21:44:56.869649 - Requested to load ZImageTEModel_
2025-12-12T21:44:56.908725 - loaded completely; 95367431640625005117571072.00 MB usable, 7672.25 MB loaded, full load: True
2025-12-12T21:44:56.912768 - CLIP/text encoder model load device: cuda:0, offload device: cpu, current: cuda:0, dtype: torch.float16
2025-12-12T21:44:58.322632 - !!! Exception during processing !!! Input tensors must be in dtype of torch.float16 or torch.bfloat16
2025-12-12T21:44:58.329812 - Traceback (most recent call last):
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\execution.py", line 515, in execute
    output_data, output_ui, has_subgraph, has_pending_tasks = await get_output_data(prompt_id, unique_id, obj, input_data_all, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)
                                                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\execution.py", line 329, in get_output_data
    return_values = await _async_map_node_over_list(prompt_id, unique_id, obj, input_data_all, obj.FUNCTION, allow_interrupt=True, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)
                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\execution.py", line 303, in _async_map_node_over_list
    await process_inputs(input_dict, i)
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\execution.py", line 291, in process_inputs
    result = f(**inputs)
             ^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\nodes.py", line 77, in encode
    return (clip.encode_from_tokens_scheduled(tokens), )
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\sd.py", line 205, in encode_from_tokens_scheduled
    pooled_dict = self.encode_from_tokens(tokens, return_pooled=return_pooled, return_dict=True)
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\sd.py", line 269, in encode_from_tokens
    o = self.cond_stage_model.encode_token_weights(tokens)
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\sd1_clip.py", line 702, in encode_token_weights
    out = getattr(self, self.clip).encode_token_weights(token_weight_pairs)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\sd1_clip.py", line 45, in encode_token_weights
    o = self.encode(to_encode)
        ^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\sd1_clip.py", line 297, in encode
    return self(tokens)
           ^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\sd1_clip.py", line 270, in forward
    outputs = self.transformer(None, attention_mask_model, embeds=embeds, num_tokens=num_tokens, intermediate_output=intermediate_output, final_layer_norm_intermediate=self.layer_norm_hidden_state, dtype=torch.float32, embeds_info=embeds_info)
              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\text_encoders\llama.py", line 528, in forward
    return self.model(input_ids, *args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\text_encoders\llama.py", line 496, in forward
    x = layer(
        ^^^^^^
  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\text_encoders\llama.py", line 347, in forward
    x = self.self_attn(
        ^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\text_encoders\llama.py", line 311, in forward
    output = optimized_attention(xq, xk, xv, self.num_heads, mask=attention_mask, skip_reshape=True)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\ldm\modules\attention.py", line 130, in wrapper
    return func(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\ldm\modules\attention.py", line 496, in attention_pytorch
    out = comfy.ops.scaled_dot_product_attention(q, k, v, attn_mask=mask, dropout_p=0.0, is_causal=False)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\ComfyUI\comfy\ops.py", line 52, in scaled_dot_product_attention
    return torch.nn.functional.scaled_dot_product_attention(q, k, v, *args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\sageattention\core.py", line 148, in sageattn
    return sageattn_qk_int8_pv_fp8_cuda(q, k, v, tensor_layout=tensor_layout, is_causal=is_causal, sm_scale=sm_scale, return_lse=return_lse, pv_accum_dtype="fp32+fp16")
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\_dynamo\eval_frame.py", line 838, in _fn
    return fn(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^
  File "I:\AI\ComfyUI_windows_portable\python_embeded\Lib\site-packages\sageattention\core.py", line 684, in sageattn_qk_int8_pv_fp8_cuda
    assert dtype in [torch.float16, torch.bfloat16], "Input tensors must be in dtype of torch.float16 or torch.bfloat16"
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
AssertionError: Input tensors must be in dtype of torch.float16 or torch.bfloat16

2025-12-12T21:44:58.331687 - comfyui lumi batcher overwrite task done2025-12-12T21:44:58.331687 - 
2025-12-12T21:44:58.335730 - Prompt executed in 19.85 seconds

Attached Workflow

Please make sure that workflow does not contain any sensitive information such as API keys or passwords.

Workflow too large. Please manually upload the workflow from local file system.

Additional Context

(Please add any additional context or steps to reproduce the error here)
`

！！！！！！！！！！！！！！！！！！After deleting ComfyUI-3D-Pack, it became normal.！！！！！！！

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