自定义采样器(高级) mat1 and mat2 shapes cannot be multiplied (154x2048 and 4096x3072)

### Custom Node Testing

- [ ] I have tried disabling custom nodes and the issue persists (see [how to disable custom nodes](https://docs.comfy.org/troubleshooting/custom-node-issues#step-1%3A-test-with-all-custom-nodes-disabled) if you need help)

### Expected Behavior

怎么解决这个问题呀

### Actual Behavior

### Steps to Reproduce

### Debug Logs

```powershell
# ComfyUI Error Report
## Error Details
- **Node ID:** 45
- **Node Type:** SamplerCustomAdvanced
- **Exception Type:** RuntimeError
- **Exception Message:** mat1 and mat2 shapes cannot be multiplied (154x2048 and 4096x3072)

## Stack Trace

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\execution.py", line 496, 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, hidden_inputs=hidden_inputs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\execution.py", line 315, 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, hidden_inputs=hidden_inputs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\execution.py", line 289, in _async_map_node_over_list
await process_inputs(input_dict, i)

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\execution.py", line 277, in process_inputs
result = f(**inputs)
^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy_extras\nodes_custom_sampler.py", line 835, in sample
samples = guider.sample(noise.generate_noise(latent), latent_image, sampler, sigmas, denoise_mask=noise_mask, callback=callback, disable_pbar=disable_pbar, seed=noise.seed)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 1018, in sample
output = executor.execute(noise, latent_image, sampler, sigmas, denoise_mask, callback, disable_pbar, seed)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\patcher_extension.py", line 111, in execute
return self.original(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 986, in outer_sample
output = self.inner_sample(noise, latent_image, device, sampler, sigmas, denoise_mask, callback, disable_pbar, seed)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 969, in inner_sample
samples = executor.execute(self, sigmas, extra_args, callback, noise, latent_image, denoise_mask, disable_pbar)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\patcher_extension.py", line 111, in execute
return self.original(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 748, in sample
samples = self.sampler_function(model_k, noise, sigmas, extra_args=extra_args, callback=k_callback, disable=disable_pbar, **self.extra_options)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\torch\utils\_contextlib.py", line 115, in decorate_context
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\ComfyUI-Fluxtapoz\nodes\rectified_sampler_nodes.py", line 23, in sample_forward
unconditional_vector_field = model(Y, s_in * sigmas[i], **extra_args) # this implementation takes sigma instead of timestep
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 400, in __call__
out = self.inner_model(x, sigma, model_options=model_options, seed=seed)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 949, in __call__
return self.predict_noise(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 952, in predict_noise
return sampling_function(self.inner_model, x, timestep, self.conds.get("negative", None), self.conds.get("positive", None), self.cfg, model_options=model_options, seed=seed)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 380, in sampling_function
out = calc_cond_batch(model, conds, x, timestep, model_options)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 206, in calc_cond_batch
return executor.execute(model, conds, x_in, timestep, model_options)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\patcher_extension.py", line 111, in execute
return self.original(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 325, in _calc_cond_batch
output = model.apply_model(input_x, timestep_, **c).chunk(batch_chunks)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\model_base.py", line 155, in apply_model
return comfy.patcher_extension.WrapperExecutor.new_class_executor(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\patcher_extension.py", line 111, in execute
return self.original(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\model_base.py", line 194, in _apply_model
model_output = self.diffusion_model(xc, t, context=context, control=control, transformer_options=transformer_options, **extra_conds).float()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\torch\nn\modules\module.py", line 1532, in _wrapped_call_impl
return self._call_impl(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\torch\nn\modules\module.py", line 1541, in _call_impl
return forward_call(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\ldm\flux\model.py", line 242, in forward
out = self.forward_orig(img, img_ids, context, txt_ids, timestep, y, guidance, control, transformer_options, attn_mask=kwargs.get("attention_mask", None))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\ldm\flux\model.py", line 120, in forward_orig
txt = self.txt_in(txt)
^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\torch\nn\modules\module.py", line 1532, in _wrapped_call_impl
return self._call_impl(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\torch\nn\modules\module.py", line 1541, in _call_impl
return forward_call(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\ops.py", line 84, in forward
return self.forward_comfy_cast_weights(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\ops.py", line 80, in forward_comfy_cast_weights
return torch.nn.functional.linear(input, weight, bias)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

## System Information
- **ComfyUI Version:** 0.3.50
- **Arguments:** E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\main.py --preview-method auto --disable-cuda-malloc
- **OS:** nt
- **Python Version:** 3.11.9 (tags/v3.11.9:de54cf5, Apr 2 2024, 10:12:12) [MSC v.1938 64 bit (AMD64)]
- **Embedded Python:** false
- **PyTorch Version:** 2.3.0+cu118
## Devices

- **Name:** cuda:0 NVIDIA GeForce RTX 3060 : cudaMallocAsync
- **Type:** cuda
- **VRAM Total:** 12884246528
- **VRAM Free:** 1445536626
- **Torch VRAM Total:** 11005853696
- **Torch VRAM Free:** 848458610

## Logs

2025-08-20T14:15:27.410567 - [START] Security scan2025-08-20T14:15:27.410567 -
2025-08-20T14:15:47.532777 - [DONE] Security scan2025-08-20T14:15:47.532777 -
2025-08-20T14:15:48.256904 - ## ComfyUI-Manager: installing dependencies done.2025-08-20T14:15:48.256904 -
2025-08-20T14:15:48.256904 - ** ComfyUI startup time:2025-08-20T14:15:48.256904 - 2025-08-20T14:15:48.256904 - 2025-08-20 14:15:48.2562025-08-20T14:15:48.256904 -
2025-08-20T14:15:48.256904 - ** Platform:2025-08-20T14:15:48.256904 - 2025-08-20T14:15:48.256904 - Windows2025-08-20T14:15:48.256904 -
2025-08-20T14:15:48.256904 - ** Python version:2025-08-20T14:15:48.256904 - 2025-08-20T14:15:48.256904 - 3.11.9 (tags/v3.11.9:de54cf5, Apr 2 2024, 10:12:12) [MSC v.1938 64 bit (AMD64)]2025-08-20T14:15:48.256904 -
2025-08-20T14:15:48.256904 - ** Python executable:2025-08-20T14:15:48.256904 - 2025-08-20T14:15:48.256904 - E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\python.exe2025-08-20T14:15:48.256904 -
2025-08-20T14:15:48.256904 - ** ComfyUI Path:2025-08-20T14:15:48.256904 - 2025-08-20T14:15:48.257907 - E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI2025-08-20T14:15:48.257907 -
2025-08-20T14:15:48.257907 - ** ComfyUI Base Folder Path:2025-08-20T14:15:48.257907 - 2025-08-20T14:15:48.257907 - E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI2025-08-20T14:15:48.257907 -
2025-08-20T14:15:48.257907 - ** User directory:2025-08-20T14:15:48.257907 - 2025-08-20T14:15:48.257907 - E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\user2025-08-20T14:15:48.257907 -
2025-08-20T14:15:48.257907 - ** ComfyUI-Manager config path:2025-08-20T14:15:48.257907 - 2025-08-20T14:15:48.257907 - E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\user\default\ComfyUI-Manager\config.ini2025-08-20T14:15:48.257907 -
2025-08-20T14:15:48.257907 - ** Log path:2025-08-20T14:15:48.257907 - 2025-08-20T14:15:48.257907 - E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\user\comfyui.log2025-08-20T14:15:48.257907 -
2025-08-20T14:15:59.875324 -
Prestartup times for custom nodes:
2025-08-20T14:15:59.875324 - 0.0 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\rgthree-comfy
2025-08-20T14:15:59.875324 - 0.0 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-easy-use
2025-08-20T14:15:59.875324 - 34.4 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-manager
2025-08-20T14:15:59.875324 -
2025-08-20T14:16:10.126420 - Warning, you are using an old pytorch version and some ckpt/pt files might be loaded unsafely. Upgrading to 2.4 or above is recommended.
2025-08-20T14:16:10.485731 - Total VRAM 12287 MB, total RAM 32617 MB
2025-08-20T14:16:10.485731 - pytorch version: 2.3.0+cu118
2025-08-20T14:16:26.395275 - xformers version: 0.0.26.post1+cu118
2025-08-20T14:16:26.395275 - Set vram state to: NORMAL_VRAM
2025-08-20T14:16:26.395275 - Device: cuda:0 NVIDIA GeForce RTX 3060 : cudaMallocAsync
2025-08-20T14:16:30.606214 - Using xformers attention
2025-08-20T14:16:38.085584 - Python version: 3.11.9 (tags/v3.11.9:de54cf5, Apr 2 2024, 10:12:12) [MSC v.1938 64 bit (AMD64)]
2025-08-20T14:16:38.085584 - ComfyUI version: 0.3.50
2025-08-20T14:16:39.099638 - ComfyUI frontend version: 1.23.4
2025-08-20T14:16:39.107973 - [Prompt Server] web root: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\comfyui_frontend_package\static
2025-08-20T14:16:39.561097 - E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\pydantic\_internal\_fields.py:151: UserWarning: Field "model_url" has conflict with protected namespace "model_".

You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`.
warnings.warn(
2025-08-20T14:16:46.325180 - E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\pydantic\_internal\_fields.py:151: UserWarning: Field "model_name" has conflict with protected namespace "model_".

You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`.
warnings.warn(
2025-08-20T14:16:46.382331 - E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\pydantic\_internal\_fields.py:151: UserWarning: Field "model_params" has conflict with protected namespace "model_".

You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`.
warnings.warn(
2025-08-20T14:16:48.099686 - E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\pydantic\_internal\_fields.py:151: UserWarning: Field "model_version" has conflict with protected namespace "model_".

You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`.
warnings.warn(
2025-08-20T14:16:48.101715 - E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\pydantic\_internal\_fields.py:151: UserWarning: Field "model_seed" has conflict with protected namespace "model_".

You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`.
warnings.warn(
2025-08-20T14:16:48.609659 - [AnimateDiffEvo] - ERROR - No motion models found. Please download one and place in: ['E:\\UI\\ComfyUI-aki(1)\\ComfyUI-aki-v1.7\\ComfyUI\\custom_nodes\\comfyui-animatediff-evolved\\models', 'E:\\UI\\ComfyUI-aki(1)\\ComfyUI-aki-v1.7\\ComfyUI\\models\\animatediff_models']
2025-08-20T14:16:50.227775 - [Crystools INFO] Crystools version: 1.27.3
2025-08-20T14:16:50.384826 - [Crystools INFO] Platform release: 10
2025-08-20T14:16:50.384826 - [Crystools INFO] JETSON: Not detected.
2025-08-20T14:16:50.396945 - [Crystools INFO] CPU: AMD Ryzen 7 5700G with Radeon Graphics - Arch: AMD64 - OS: Windows 10
2025-08-20T14:16:50.407287 - [Crystools INFO] pynvml (NVIDIA) initialized.
2025-08-20T14:16:50.408288 - [Crystools INFO] GPU/s:
2025-08-20T14:16:50.413995 - [Crystools INFO] 0) NVIDIA GeForce RTX 3060
2025-08-20T14:16:50.413995 - [Crystools INFO] NVIDIA Driver: 536.99
2025-08-20T14:16:56.972293 - [ComfyUI-Easy-Use] server: v1.3.2 Loaded2025-08-20T14:16:56.972293 -
2025-08-20T14:16:56.972293 - [ComfyUI-Easy-Use] web root: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-easy-use\web_version/v2 Loaded2025-08-20T14:16:56.972293 -
2025-08-20T14:16:57.702789 - Traceback (most recent call last):
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\nodes.py", line 2129, in load_custom_node
module_spec.loader.exec_module(module)
File "", line 940, in exec_module
File "", line 241, in _call_with_frames_removed
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-HunyuanVideoWrapper\__init__.py", line 1, in
from .nodes import NODE_CLASS_MAPPINGS as NODES_CLASS, NODE_DISPLAY_NAME_MAPPINGS as NODES_DISPLAY
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-HunyuanVideoWrapper\nodes.py", line 11, in
from .hyvideo.text_encoder import TextEncoder
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-HunyuanVideoWrapper\hyvideo\text_encoder\__init__.py", line 9, in
from .processing_llava import LlavaProcessor
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-HunyuanVideoWrapper\hyvideo\text_encoder\processing_llava.py", line 23, in
from transformers.processing_utils import ProcessingKwargs, ProcessorMixin, Unpack, _validate_images_text_input_order
ImportError: cannot import name '_validate_images_text_input_order' from 'transformers.processing_utils' (E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\transformers\processing_utils.py)

2025-08-20T14:16:57.702789 - Cannot import E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-HunyuanVideoWrapper module for custom nodes: cannot import name '_validate_images_text_input_order' from 'transformers.processing_utils' (E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\transformers\processing_utils.py)
2025-08-20T14:16:57.740577 - ### Loading: ComfyUI-Impact-Pack (V8.22.2)
2025-08-20T14:17:00.520573 - [Impact Pack] Wildcards loading done.
2025-08-20T14:17:00.546539 - ### Loading: ComfyUI-Inspire-Pack (V1.21)
2025-08-20T14:17:01.081924 - ### Loading: ComfyUI-Manager (V3.36)
2025-08-20T14:17:01.082926 - [ComfyUI-Manager] network_mode: public
2025-08-20T14:17:01.082926 - [ComfyUI-Manager] Since --preview-method is set, ComfyUI-Manager's preview method feature will be ignored.
2025-08-20T14:17:01.872827 - ### ComfyUI Revision: 3762 [d5c1954d] *DETACHED | Released on '2025-08-13'
2025-08-20T14:17:02.950923 - [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/alter-list.json
2025-08-20T14:17:02.974838 - [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/model-list.json
2025-08-20T14:17:03.059649 - [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/extension-node-map.json
2025-08-20T14:17:03.164218 - [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/github-stats.json
2025-08-20T14:17:03.425490 - (pysssss:WD14Tagger) [DEBUG] Available ORT providers: TensorrtExecutionProvider, CUDAExecutionProvider, CPUExecutionProvider2025-08-20T14:17:03.425490 -
2025-08-20T14:17:03.425490 - (pysssss:WD14Tagger) [DEBUG] Using ORT providers: CUDAExecutionProvider, CPUExecutionProvider2025-08-20T14:17:03.425490 -
2025-08-20T14:17:03.499285 - [E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1_x_7\ComfyUI\custom_nodes\comfyui_controlnet_aux] | INFO -> Using ckpts path: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui_controlnet_aux\ckpts
2025-08-20T14:17:03.501299 - [E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1_x_7\ComfyUI\custom_nodes\comfyui_controlnet_aux] | INFO -> Using symlinks: False
2025-08-20T14:17:03.502310 - [E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1_x_7\ComfyUI\custom_nodes\comfyui_controlnet_aux] | INFO -> Using ort providers: ['CUDAExecutionProvider', 'DirectMLExecutionProvider', 'OpenVINOExecutionProvider', 'ROCMExecutionProvider', 'CPUExecutionProvider', 'CoreMLExecutionProvider']
2025-08-20T14:17:03.661716 - [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/custom-node-list.json
2025-08-20T14:17:05.809244 - DWPose: Onnxruntime with acceleration providers detected2025-08-20T14:17:05.809244 -
2025-08-20T14:17:11.083745 - FETCH ComfyRegistry Data: 5/942025-08-20T14:17:11.083745 -
2025-08-20T14:17:13.479968 -
Efficiency Nodes: Attempting to add Control Net options to the 'HiRes-Fix Script' Node (comfyui_controlnet_aux add-on)...Success!2025-08-20T14:17:13.479968 -
2025-08-20T14:17:18.566080 - FETCH ComfyRegistry Data: 10/942025-08-20T14:17:18.566080 -
2025-08-20T14:17:21.982267 - WAS Node Suite: OpenCV Python FFMPEG support is enabled2025-08-20T14:17:21.982267 -
2025-08-20T14:17:21.982267 - WAS Node Suite Warning: `ffmpeg_bin_path` is not set in `E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\pr-was-node-suite-comfyui-47064894\was_suite_config.json` config file. Will attempt to use system ffmpeg binaries if available.2025-08-20T14:17:21.982267 -
2025-08-20T14:17:24.822582 - FETCH ComfyRegistry Data: 15/942025-08-20T14:17:24.822582 -
2025-08-20T14:17:27.670533 - WAS Node Suite: Finished. Loaded 220 nodes successfully.2025-08-20T14:17:27.670533 -
2025-08-20T14:17:27.670533 -
"Great minds discuss ideas; average minds discuss events; small minds discuss people." - Eleanor Roosevelt
2025-08-20T14:17:27.670533 -
2025-08-20T14:17:30.312250 -
2025-08-20T14:17:30.312250 - [rgthree-comfy] Loaded 48 extraordinary nodes. 🎉2025-08-20T14:17:30.312250 -
2025-08-20T14:17:30.312250 -
2025-08-20T14:17:31.441107 - FETCH ComfyRegistry Data: 20/942025-08-20T14:17:31.441107 -
2025-08-20T14:17:36.095544 - WAS Node Suite: OpenCV Python FFMPEG support is enabled2025-08-20T14:17:36.095544 -
2025-08-20T14:17:36.095544 - WAS Node Suite Warning: `ffmpeg_bin_path` is not set in `E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\was-node-suite-comfyui\was_suite_config.json` config file. Will attempt to use system ffmpeg binaries if available.2025-08-20T14:17:36.095544 -
2025-08-20T14:17:37.885699 - FETCH ComfyRegistry Data: 25/942025-08-20T14:17:37.886262 -
2025-08-20T14:17:41.876160 - WAS Node Suite: Finished. Loaded 220 nodes successfully.2025-08-20T14:17:41.876160 -
2025-08-20T14:17:41.876160 -
"Believe in yourself, take on your challenges, and dig deep within yourself to conquer fears." - Chantal Sutherland
2025-08-20T14:17:41.876160 -
2025-08-20T14:17:41.928371 -
Import times for custom nodes:
2025-08-20T14:17:41.928371 - 0.0 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\websocket_image_save.py
2025-08-20T14:17:41.928371 - 0.0 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\sd-dynamic-thresholding
2025-08-20T14:17:41.928371 - 0.0 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-custom-scripts
2025-08-20T14:17:41.928371 - 0.0 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-layerdiffuse
2025-08-20T14:17:41.928371 - 0.0 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\AIGODLIKE-COMFYUI-TRANSLATION
2025-08-20T14:17:41.928371 - 0.1 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-WD14-Tagger
2025-08-20T14:17:41.928371 - 0.1 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\ComfyUI_SLK_joy_caption_two
2025-08-20T14:17:41.929376 - 0.1 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-advanced-controlnet
2025-08-20T14:17:41.929376 - 0.1 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui_ipadapter_plus
2025-08-20T14:17:41.929376 - 0.1 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui_UltimateSDUpscale
2025-08-20T14:17:41.929376 - 0.2 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-KJNodes
2025-08-20T14:17:41.929376 - 0.2 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\ComfyUI-Fluxtapoz
2025-08-20T14:17:41.929376 - 0.2 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui_essentials
2025-08-20T14:17:41.929376 - 0.2 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-Inspire-Pack
2025-08-20T14:17:41.929376 - 0.2 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-animatediff-evolved
2025-08-20T14:17:41.929376 - 0.3 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\efficiency-nodes-comfyui
2025-08-20T14:17:41.929376 - 0.5 seconds (IMPORT FAILED): E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-HunyuanVideoWrapper
2025-08-20T14:17:41.929376 - 0.9 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-VideoHelperSuite
2025-08-20T14:17:41.929376 - 1.4 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-manager
2025-08-20T14:17:41.929376 - 1.6 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\ComfyUI_LayerStyle_Advance
2025-08-20T14:17:41.929376 - 1.8 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-crystools
2025-08-20T14:17:41.929376 - 2.5 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui_controlnet_aux
2025-08-20T14:17:41.930468 - 2.6 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\rgthree-comfy
2025-08-20T14:17:41.930468 - 2.8 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-Impact-Pack
2025-08-20T14:17:41.930468 - 5.2 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui_layerstyle
2025-08-20T14:17:41.930468 - 6.5 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\comfyui-easy-use
2025-08-20T14:17:41.930468 - 11.6 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\was-node-suite-comfyui
2025-08-20T14:17:41.930468 - 14.3 seconds: E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\pr-was-node-suite-comfyui-47064894
2025-08-20T14:17:41.930468 -
2025-08-20T14:17:44.804106 - FETCH ComfyRegistry Data: 30/942025-08-20T14:17:44.805106 - Context impl SQLiteImpl.
2025-08-20T14:17:44.805106 -
2025-08-20T14:17:44.806144 - Will assume non-transactional DDL.
2025-08-20T14:17:44.821996 - No target revision found.
2025-08-20T14:17:45.015950 - Starting server

2025-08-20T14:17:45.016956 - To see the GUI go to: http://127.0.0.1:8188
2025-08-20T14:17:50.004201 - FETCH ComfyRegistry Data: 35/942025-08-20T14:17:50.005210 -
2025-08-20T14:17:58.228272 - FETCH ComfyRegistry Data: 40/942025-08-20T14:17:58.228272 -
2025-08-20T14:18:04.959195 - FETCH ComfyRegistry Data: 45/942025-08-20T14:18:04.959195 -
2025-08-20T14:18:11.645354 - FETCH ComfyRegistry Data: 50/942025-08-20T14:18:11.645354 -
2025-08-20T14:18:17.927802 - FETCH ComfyRegistry Data: 55/942025-08-20T14:18:17.927802 -
2025-08-20T14:18:23.690381 - FETCH ComfyRegistry Data: 60/942025-08-20T14:18:23.690381 -
2025-08-20T14:18:37.400784 - got prompt
2025-08-20T14:18:37.904245 - Using xformers attention in VAE
2025-08-20T14:18:37.905315 - Using xformers attention in VAE
2025-08-20T14:18:42.422760 - VAE load device: cuda:0, offload device: cpu, dtype: torch.bfloat16
2025-08-20T14:18:42.848697 - # 😺dzNodes: LayerStyle -> ImageScaleByAspectRatio V2 Processed 1 image(s).2025-08-20T14:18:42.848697 -
2025-08-20T14:18:42.852201 - Requested to load AutoencodingEngine
2025-08-20T14:18:42.964416 - loaded completely 7122.0 159.87335777282715 True
2025-08-20T14:18:45.038075 - CLIP/text encoder model load device: cuda:0, offload device: cpu, current: cpu, dtype: torch.float16
2025-08-20T14:18:47.950565 - clip missing: ['text_projection.weight']
2025-08-20T14:18:47.983238 - clip missing: ['text_projection.weight']
2025-08-20T14:18:50.865726 - model weight dtype torch.float8_e4m3fn, manual cast: torch.bfloat16
2025-08-20T14:18:50.866728 - model_type FLUX
2025-08-20T14:19:01.172004 - Cannot connect to comfyregistry.2025-08-20T14:19:01.172004 -
2025-08-20T14:19:01.213676 - FETCH DATA from: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/custom-node-list.json2025-08-20T14:19:01.213676 - 2025-08-20T14:19:01.538665 - [DONE]2025-08-20T14:19:01.538665 -
2025-08-20T14:19:01.615801 - [ComfyUI-Manager] All startup tasks have been completed.
2025-08-20T14:20:35.573480 - E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\models\clip\siglip-so400m-patch14-3842025-08-20T14:20:35.574484 -
2025-08-20T14:21:12.154677 - Loading VLM's custom vision model2025-08-20T14:21:12.154677 -
2025-08-20T14:21:24.404871 - Requested to load SiglipVisionTransformer
2025-08-20T14:21:24.936503 - loaded completely 9.5367431640625e+25 809.1729736328125 True
2025-08-20T14:21:26.713994 - Requested to load ImageAdapter
2025-08-20T14:21:26.788144 - loaded completely 9.5367431640625e+25 41.0390625 True
2025-08-20T14:21:26.915894 - Loading tokenizer2025-08-20T14:21:26.915894 -
2025-08-20T14:21:27.853862 - Loading LLM: unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit2025-08-20T14:21:27.853862 -
2025-08-20T14:21:27.853862 - E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\models\LLM\Meta-Llama-3.1-8B-Instruct-bnb-4bit2025-08-20T14:21:27.853862 -
2025-08-20T14:21:27.927393 - Successfully modified 'base_model_name_or_path' value in 'E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\models\Joy_caption_two\text_model\adapter_config.json'.2025-08-20T14:21:27.927393 -
2025-08-20T14:22:28.162066 - Requested to load SDXLClipModel
2025-08-20T14:22:28.726621 - loaded completely 5315.12322883606 1560.802734375 True
2025-08-20T14:22:29.033014 - Requested to load Flux
2025-08-20T14:22:39.553701 - loaded partially 6234.512723632813 6233.737365722656 188
2025-08-20T14:22:42.047067 - !!! Exception during processing !!! mat1 and mat2 shapes cannot be multiplied (154x2048 and 4096x3072)
2025-08-20T14:22:42.053605 - Traceback (most recent call last):
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\execution.py", line 496, 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, hidden_inputs=hidden_inputs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\execution.py", line 315, 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, hidden_inputs=hidden_inputs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\execution.py", line 289, in _async_map_node_over_list
await process_inputs(input_dict, i)
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\execution.py", line 277, in process_inputs
result = f(**inputs)
^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy_extras\nodes_custom_sampler.py", line 835, in sample
samples = guider.sample(noise.generate_noise(latent), latent_image, sampler, sigmas, denoise_mask=noise_mask, callback=callback, disable_pbar=disable_pbar, seed=noise.seed)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 1018, in sample
output = executor.execute(noise, latent_image, sampler, sigmas, denoise_mask, callback, disable_pbar, seed)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\patcher_extension.py", line 111, in execute
return self.original(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 986, in outer_sample
output = self.inner_sample(noise, latent_image, device, sampler, sigmas, denoise_mask, callback, disable_pbar, seed)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 969, in inner_sample
samples = executor.execute(self, sigmas, extra_args, callback, noise, latent_image, denoise_mask, disable_pbar)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\patcher_extension.py", line 111, in execute
return self.original(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 748, in sample
samples = self.sampler_function(model_k, noise, sigmas, extra_args=extra_args, callback=k_callback, disable=disable_pbar, **self.extra_options)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\torch\utils\_contextlib.py", line 115, in decorate_context
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\custom_nodes\ComfyUI-Fluxtapoz\nodes\rectified_sampler_nodes.py", line 23, in sample_forward
unconditional_vector_field = model(Y, s_in * sigmas[i], **extra_args) # this implementation takes sigma instead of timestep
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 400, in __call__
out = self.inner_model(x, sigma, model_options=model_options, seed=seed)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 949, in __call__
return self.predict_noise(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 952, in predict_noise
return sampling_function(self.inner_model, x, timestep, self.conds.get("negative", None), self.conds.get("positive", None), self.cfg, model_options=model_options, seed=seed)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 380, in sampling_function
out = calc_cond_batch(model, conds, x, timestep, model_options)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 206, in calc_cond_batch
return executor.execute(model, conds, x_in, timestep, model_options)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\patcher_extension.py", line 111, in execute
return self.original(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\samplers.py", line 325, in _calc_cond_batch
output = model.apply_model(input_x, timestep_, **c).chunk(batch_chunks)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\model_base.py", line 155, in apply_model
return comfy.patcher_extension.WrapperExecutor.new_class_executor(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\patcher_extension.py", line 111, in execute
return self.original(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\model_base.py", line 194, in _apply_model
model_output = self.diffusion_model(xc, t, context=context, control=control, transformer_options=transformer_options, **extra_conds).float()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\torch\nn\modules\module.py", line 1532, in _wrapped_call_impl
return self._call_impl(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\torch\nn\modules\module.py", line 1541, in _call_impl
return forward_call(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\ldm\flux\model.py", line 242, in forward
out = self.forward_orig(img, img_ids, context, txt_ids, timestep, y, guidance, control, transformer_options, attn_mask=kwargs.get("attention_mask", None))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\ldm\flux\model.py", line 120, in forward_orig
txt = self.txt_in(txt)
^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\torch\nn\modules\module.py", line 1532, in _wrapped_call_impl
return self._call_impl(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\python\Lib\site-packages\torch\nn\modules\module.py", line 1541, in _call_impl
return forward_call(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\ops.py", line 84, in forward
return self.forward_comfy_cast_weights(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "E:\UI\ComfyUI-aki(1)\ComfyUI-aki-v1.7\ComfyUI\comfy\ops.py", line 80, in forward_comfy_cast_weights
return torch.nn.functional.linear(input, weight, bias)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
RuntimeError: mat1 and mat2 shapes cannot be multiplied (154x2048 and 4096x3072)

2025-08-20T14:22:42.058638 - Prompt executed in 244.65 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)
```

### Other

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