替换模型后报错

by mowang99 - opened Jul 13

Discussion

mowang99

Jul 13

RuntimeError: expected mat1 and mat2 to have the same dtype, but got: struct c10::Half != signed char

mowang99

Jul 13

expected mat1 and mat2 to have the same dtype, but got: struct c10::Half != signed char

ComfyUI Error Report

Error Details

Node ID: 107
Node Type: WanVideoSampler
Exception Type: RuntimeError
Exception Message: RuntimeError: expected mat1 and mat2 to have the same dtype, but got: struct c10::Half != signed char

Stack Trace

  File "E:\ComfyUI\ComfyUI\execution.py", line 542, 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:\ComfyUI\ComfyUI\execution.py", line 341, 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:\ComfyUI\ComfyUI\execution.py", line 315, in _async_map_node_over_list
    await process_inputs(input_dict, i)

  File "E:\ComfyUI\ComfyUI\execution.py", line 303, in process_inputs
    result = f(**inputs)

  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\nodes_sampler.py", line 2051, in process
    return multitalk_loop(**locals())

  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\multitalk\multitalk_loop.py", line 417, in multitalk_loop
    noise_pred, _, self.cache_state = predict_func(
                                      ~~~~~~~~~~~~^
        latent_model_input, cfg[min(i, len(timesteps)-1)], positive, text_embeds["negative_prompt_embeds"],
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    ...<2 lines>...
        humo_image_cond=partial_humo_cond_input, humo_image_cond_neg=partial_humo_cond_neg_input, humo_audio=partial_humo_audio, humo_audio_neg=partial_humo_audio_neg,
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
        uni3c_data = uni3c_data)
        ^^^^^^^^^^^^^^^^^^^^^^^^

  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\nodes_sampler.py", line 1671, in predict_with_cfg
    raise e

  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\nodes_sampler.py", line 1518, in predict_with_cfg
    noise_pred_cond, noise_pred_ovi, cache_state_cond = transformer(
                                                        ~~~~~~~~~~~^
        context=positive_embeds,
        ^^^^^^^^^^^^^^^^^^^^^^^^
    ...<2 lines>...
        **base_params
        ^^^^^^^^^^^^^
    )
    ^

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)

  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\wanvideo\modules\model.py", line 3274, in forward
    x, x_ip, lynx_ref_feature, x_ovi = block(x, x_ip=x_ip, lynx_ref_feature=lynx_ref_feature, x_ovi=x_ovi, x_onetoall_ref=x_onetoall_ref, onetoall_freqs=onetoall_freqs, attention_mode_override=attention_mode, **kwargs)
                                       ~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_dynamo\eval_frame.py", line 465, in __call__
    return super().__call__(*args, **kwargs)
           ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_dynamo\eval_frame.py", line 953, in compile_wrapper
    return fn(*args, **kwargs)

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)

  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\wanvideo\modules\model.py", line 1002, in forward
    def forward(

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_dynamo\eval_frame.py", line 1181, in _fn
    return fn(*args, **kwargs)

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\aot_autograd.py", line 1148, in forward
    return compiled_fn(full_args)

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\_aot_autograd\runtime_wrappers.py", line 357, in runtime_wrapper
    all_outs = call_func_at_runtime_with_args(
        compiled_fn, args, disable_amp=disable_amp, steal_args=True
    )

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\_aot_autograd\utils.py", line 134, in call_func_at_runtime_with_args
    out = normalize_as_list(f(args))
                            ~^^^^^^

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\_aot_autograd\runtime_wrappers.py", line 1962, in __call__
    return self.compiled_fn(*args, **kwargs)
           ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\_aot_autograd\runtime_wrappers.py", line 531, in wrapper
    return compiled_fn(runtime_args)

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\_aot_autograd\runtime_wrappers.py", line 729, in inner_fn
    outs = compiled_fn(args)

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_inductor\output_code.py", line 638, in __call__
    return self.current_callable(inputs)
           ~~~~~~~~~~~~~~~~~~~~~^^^^^^^^

  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_inductor\utils.py", line 3220, in run
    out = model(new_inputs)

  File "C:\Users\ADMINI~1\AppData\Local\Temp\torchinductor_Administrator\2t\c2ttf6oj6rka3jc56ajui3k7nlsbyrxg3n4pejzksq67h257a2kc.py", line 679, in call
    extern_kernels.mm(reinterpret_tensor(buf4, (25200, 5120), (5120, 1), 0), reinterpret_tensor(arg3_1, (5120, 5120), (1, 5120), 0), out=buf5)
    ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

System Information

ComfyUI Version: 0.27.1
Arguments: E:\ComfyUI\ComfyUI\main.py --cuda-device 0 --disable-xformers --input-directory E:\ComfyUI\ComfyUI\input --output-directory E:\ComfyUI\ComfyUI\output --temp-directory E:\ComfyUI\ComfyUI\temp --user-directory E:\ComfyUI\ComfyUI\user --enable-manager --extra-model-paths-config extra_model_paths.yaml
OS: win32
Python Version: 3.13.9 (tags/v3.13.9:8183fa5, Oct 14 2025, 14:09:13) [MSC v.1944 64 bit (AMD64)]
Embedded Python: true
PyTorch Version: 2.10.0+cu130

Devices

Name: cuda:0 NVIDIA GeForce RTX 4060 Ti : cudaMallocAsync
- Type: cuda
- VRAM Total: 17175150592
- VRAM Free: 15932981248
- Torch VRAM Total: 33554432
- Torch VRAM Free: 25034752

Logs

2026-07-13T20:02:15.555249 - [32m[INFO][0m    0.0 seconds: E:\ComfyUI\ComfyUI\custom_nodes\comfyui-inpaint-cropandstitch
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2026-07-13T20:02:15.575703 - [32m[INFO][0m    1.0 seconds: E:\ComfyUI\ComfyUI\custom_nodes\flashvsr
2026-07-13T20:02:15.575723 - [32m[INFO][0m    1.1 seconds: E:\ComfyUI\ComfyUI\custom_nodes\RES4LYF
2026-07-13T20:02:15.575743 - [32m[INFO][0m    1.4 seconds: E:\ComfyUI\ComfyUI\custom_nodes\was-node-suite-comfyui
2026-07-13T20:02:15.575763 - [32m[INFO][0m    1.5 seconds: E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-Copilot
2026-07-13T20:02:15.575783 - [32m[INFO][0m    1.7 seconds: E:\ComfyUI\ComfyUI\custom_nodes\SDVN_Comfy_node
2026-07-13T20:02:15.575803 - [32m[INFO][0m    1.8 seconds: E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-GaussianPack
2026-07-13T20:02:15.575822 - [32m[INFO][0m    2.0 seconds: E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI_Custom_Nodes_AlekPet
2026-07-13T20:02:15.575842 - [32m[INFO][0m    2.0 seconds: E:\ComfyUI\ComfyUI\custom_nodes\comfyui_fill-nodes
2026-07-13T20:02:15.575861 - [32m[INFO][0m    2.2 seconds: E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-MoGe2
2026-07-13T20:02:15.575880 - [32m[INFO][0m    2.7 seconds: E:\ComfyUI\ComfyUI\custom_nodes\comfyui-utils-nodes
2026-07-13T20:02:15.575899 - [32m[INFO][0m    3.4 seconds: E:\ComfyUI\ComfyUI\custom_nodes\comfyui-mixlab-nodes
2026-07-13T20:02:15.575918 - [32m[INFO][0m    3.8 seconds: E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-GeometryPack
2026-07-13T20:02:15.575938 - [32m[INFO][0m    5.9 seconds: E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-Easy-Use
2026-07-13T20:02:15.575958 - [32m[INFO][0m   12.7 seconds: E:\ComfyUI\ComfyUI\custom_nodes\comfy-mtb
2026-07-13T20:02:15.575981 - [32m[INFO][0m 
2026-07-13T20:02:15.583598 - [32m[INFO][0m Context impl SQLiteImpl.
2026-07-13T20:02:15.583796 - [32m[INFO][0m Will assume non-transactional DDL.
2026-07-13T20:02:15.821079 - [32m[INFO][0m Using RAM pressure cache.
2026-07-13T20:02:15.823584 - [32m[INFO][0m Starting server

2026-07-13T20:02:15.824219 - [32m[INFO][0m To see the GUI go to: http://127.0.0.1:8188
2026-07-13T20:02:20.417720 - [1m[33m[WARNING][0m [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.
2026-07-13T20:02:20.418673 - [1m[33m[WARNING][0m [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.
2026-07-13T20:02:20.426232 - [1m[33m[WARNING][0m [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.
2026-07-13T20:02:20.429050 - E:\ComfyUI\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/photoswipe-lightbox.esm.min.js2026-07-13T20:02:20.429170 - 
2026-07-13T20:02:20.430091 - [1m[33m[WARNING][0m [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.
2026-07-13T20:02:20.430781 - [1m[33m[WARNING][0m [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.
2026-07-13T20:02:20.523623 - E:\ComfyUI\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/pickr.min.js2026-07-13T20:02:20.523668 - 
2026-07-13T20:02:20.539427 - E:\ComfyUI\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/photoswipe.min.css2026-07-13T20:02:20.539462 - 
2026-07-13T20:02:20.630665 - E:\ComfyUI\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/model-viewer.min.js2026-07-13T20:02:20.630709 - 
2026-07-13T20:02:21.457984 - E:\ComfyUI\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/classic.min.css2026-07-13T20:02:21.458025 - 
2026-07-13T20:02:21.461503 - E:\ComfyUI\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/juxtapose.css2026-07-13T20:02:21.461546 - 
2026-07-13T20:02:24.739830 - E:\ComfyUI\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/photoswipe-lightbox.esm.min.js2026-07-13T20:02:24.739870 - 
2026-07-13T20:02:24.813503 - E:\ComfyUI\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/pickr.min.js2026-07-13T20:02:24.813571 - 
2026-07-13T20:02:24.818726 - E:\ComfyUI\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/photoswipe.min.css2026-07-13T20:02:24.818763 - 
2026-07-13T20:02:24.841287 - [32m[INFO][0m [ComfyUI-Manager] The ComfyRegistry cache update is still in progress, so an outdated cache is being used.
2026-07-13T20:02:25.007006 - FETCH DATA from: E:\ComfyUI\ComfyUI\user\__manager\cache\1514988643_custom-node-list.json2026-07-13T20:02:25.016688 -  [DONE]2026-07-13T20:02:25.016729 - 
2026-07-13T20:02:25.056447 - E:\ComfyUI\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/classic.min.css2026-07-13T20:02:25.056487 - 
2026-07-13T20:02:25.057526 - E:\ComfyUI\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/juxtapose.css2026-07-13T20:02:25.057839 - 
2026-07-13T20:02:25.072044 - E:\ComfyUI\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/model-viewer.min.js2026-07-13T20:02:25.072089 - 
2026-07-13T20:02:26.011252 - E:\ComfyUI\ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/juxtapose.min.js2026-07-13T20:02:26.011333 - 
2026-07-13T20:02:28.642175 - [1m[33m[WARNING][0m [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.
2026-07-13T20:03:19.287677 - [32m[INFO][0m got prompt
2026-07-13T20:03:19.727768 - [32m[INFO][0m The local file (E:\ComfyUI\TorchHome\torch\hub\torchaudio\models\hdemucs_high_trained.pt) exists. Skipping the download.
2026-07-13T20:03:21.262579 - [32m[INFO][0m The local file (E:\ComfyUI\TorchHome\torch\hub\torchaudio\models\hdemucs_high_trained.pt) exists. Skipping the download.
2026-07-13T20:03:22.049894 - [32m[INFO][0m The local file (E:\ComfyUI\TorchHome\torch\hub\torchaudio\models\hdemucs_high_trained.pt) exists. Skipping the download.
2026-07-13T20:03:24.142099 - [32m[INFO][0m [MultiTalk] --- Raw speaker lengths (samples) ---
2026-07-13T20:03:24.142255 - [32m[INFO][0m   speaker 1: 80000 samples (shape: torch.Size([1, 1, 80000]))
2026-07-13T20:03:24.142327 - [32m[INFO][0m [MultiTalk] total raw duration = 5.000s
2026-07-13T20:03:24.142361 - [32m[INFO][0m [MultiTalk] multi_audio_type=para | final waveform shape=torch.Size([1, 1, 80000]) | length=80000 samples | seconds=5.000s (expected max of raw)
2026-07-13T20:03:24.151781 - [32m[INFO][0m Converting T5 text encoder model to the expected format...
2026-07-13T20:03:25.891647 - 
Loading T5 parameters: 100%|██████████| 242/242 [00:01<00:00, 198.30it/s]2026-07-13T20:03:25.891698 - 
2026-07-13T20:03:26.545723 - 
T5Encoder:   0%|          | 0/24 [00:00<?, ?it/s]2026-07-13T20:03:26.545813 - 
2026-07-13T20:03:26.546062 - [1m[31m[ERROR][0m !!! Exception during processing !!! expected mat1 and mat2 to have the same dtype, but got: struct c10::BFloat16 != signed char
2026-07-13T20:03:26.571177 - [1m[31m[ERROR][0m Traceback (most recent call last):
  File "E:\ComfyUI\ComfyUI\execution.py", line 542, 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:\ComfyUI\ComfyUI\execution.py", line 341, 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:\ComfyUI\ComfyUI\execution.py", line 315, in _async_map_node_over_list
    await process_inputs(input_dict, i)
  File "E:\ComfyUI\ComfyUI\execution.py", line 303, in process_inputs
    result = f(**inputs)
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\nodes.py", line 392, in process
    context = encoder(positive_prompts, device_to)
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\wanvideo\modules\t5.py", line 513, in __call__
    context = self.model(ids, mask)
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\wanvideo\modules\t5.py", line 313, in forward
    x = block(x, mask, pos_bias=e)
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\wanvideo\modules\t5.py", line 176, in forward
    x = fp16_clamp(x + self.attn(self.norm1(x), mask=mask, pos_bias=e))
                       ~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\wanvideo\modules\t5.py", line 100, in forward
    q = self.q(x).view(b, -1, n, c)
        ~~~~~~^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\linear.py", line 134, in forward
    return F.linear(input, self.weight, self.bias)
           ~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
RuntimeError: expected mat1 and mat2 to have the same dtype, but got: struct c10::BFloat16 != signed char

2026-07-13T20:03:26.573771 - [32m[INFO][0m [32mPrompt executed in 7.27 seconds[0m
2026-07-13T20:04:40.091389 - [32m[INFO][0m got prompt
2026-07-13T20:04:40.517014 - [1m[31m[ERROR][0m !!! Exception during processing !!! Invalid T5 text encoder model, fp8 scaled is not supported by this node
2026-07-13T20:04:40.617555 - [1m[31m[ERROR][0m Traceback (most recent call last):
  File "E:\ComfyUI\ComfyUI\execution.py", line 542, 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:\ComfyUI\ComfyUI\execution.py", line 341, 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:\ComfyUI\ComfyUI\execution.py", line 315, in _async_map_node_over_list
    await process_inputs(input_dict, i)
  File "E:\ComfyUI\ComfyUI\execution.py", line 303, in process_inputs
    result = f(**inputs)
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\nodes_model_loading.py", line 2004, in loadmodel
    raise ValueError("Invalid T5 text encoder model, fp8 scaled is not supported by this node")
ValueError: Invalid T5 text encoder model, fp8 scaled is not supported by this node

2026-07-13T20:04:40.619662 - [32m[INFO][0m [32mPrompt executed in 0.51 seconds[0m
2026-07-13T20:05:07.631597 - [32m[INFO][0m got prompt
2026-07-13T20:05:07.794719 - [1m[31m[ERROR][0m !!! Exception during processing !!! Invalid T5 text encoder model, fp8 scaled is not supported by this node
2026-07-13T20:05:07.795637 - [1m[31m[ERROR][0m Traceback (most recent call last):
  File "E:\ComfyUI\ComfyUI\execution.py", line 542, 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:\ComfyUI\ComfyUI\execution.py", line 341, 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:\ComfyUI\ComfyUI\execution.py", line 315, in _async_map_node_over_list
    await process_inputs(input_dict, i)
  File "E:\ComfyUI\ComfyUI\execution.py", line 303, in process_inputs
    result = f(**inputs)
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\nodes_model_loading.py", line 2004, in loadmodel
    raise ValueError("Invalid T5 text encoder model, fp8 scaled is not supported by this node")
ValueError: Invalid T5 text encoder model, fp8 scaled is not supported by this node

2026-07-13T20:05:07.796891 - [32m[INFO][0m [32mPrompt executed in 0.15 seconds[0m
2026-07-13T20:05:33.925523 - [32m[INFO][0m got prompt
2026-07-13T20:05:34.069993 - [32m[INFO][0m Converting T5 text encoder model to the expected format...
2026-07-13T20:05:34.592886 - [1m[31m[ERROR][0m Exception in callback _ProactorBasePipeTransport._call_connection_lost()
handle: <Handle _ProactorBasePipeTransport._call_connection_lost()>
Traceback (most recent call last):
  File "asyncio\events.py", line 89, 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。
2026-07-13T20:05:34.596310 - [1m[31m[ERROR][0m Exception in callback _ProactorBasePipeTransport._call_connection_lost()
handle: <Handle _ProactorBasePipeTransport._call_connection_lost()>
Traceback (most recent call last):
  File "asyncio\events.py", line 89, 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。
2026-07-13T20:06:01.724212 - 
Loading T5 parameters: 100%|██████████| 242/242 [00:27<00:00,  8.92it/s]2026-07-13T20:06:01.724247 - 
2026-07-13T20:06:02.784903 - 
T5Encoder: 100%|██████████| 24/24 [00:00<00:00, 54.17it/s]2026-07-13T20:06:02.784990 - 
2026-07-13T20:06:02.785291 - prompt token count:2026-07-13T20:06:02.785328 -  2026-07-13T20:06:02.921929 - tensor([17], device='cuda:0')2026-07-13T20:06:02.921976 - 
2026-07-13T20:06:03.006121 - 
T5Encoder: 100%|██████████| 24/24 [00:00<00:00, 294.80it/s]2026-07-13T20:06:03.006286 - 
2026-07-13T20:06:03.007620 - prompt token count:2026-07-13T20:06:03.007692 -  2026-07-13T20:06:03.146122 - tensor([92], device='cuda:0')2026-07-13T20:06:03.146168 - 
2026-07-13T20:06:11.609937 - [32m[INFO][0m HuMo set to generate 125 frames
2026-07-13T20:06:11.808252 - 
WanVAE encoding frames: 100%|██████████| 1/1 [00:00<00:00,  7.96it/s]2026-07-13T20:06:11.808465 - 
2026-07-13T20:06:11.815255 - [32m[INFO][0m WanVideoEncode: Encoded latents shape torch.Size([1, 16, 1, 60, 80])
2026-07-13T20:06:23.116261 - 
WanVAE encoding frames: 100%|██████████| 33/33 [00:11<00:00,  2.99it/s]2026-07-13T20:06:23.116287 - 
2026-07-13T20:06:24.681864 - [32m[INFO][0m CUDA Compute Capability: 8.9
2026-07-13T20:06:24.682023 - [32m[INFO][0m Detected model in_channels: 36
2026-07-13T20:06:24.682067 - [32m[INFO][0m Model cross attention type: t2v, num_heads: 40, num_layers: 40
2026-07-13T20:06:24.682151 - [32m[INFO][0m Model variant detected: 14B
2026-07-13T20:06:24.999227 - [32m[INFO][0m InfiniteTalk detected, patching model...
2026-07-13T20:06:25.067747 - [32m[INFO][0m Loading LoRA: Wan2.1\FastWan_T2V_14B_480p_lora_rank_64_bf16 with strength: 1.0
2026-07-13T20:06:25.111470 - [32m[INFO][0m Loading and assigning model weights to device...
2026-07-13T20:06:26.454188 - 
Loading transformer parameters to cpu: 100%|██████████| 1913/1913 [00:01<00:00, 1425.29it/s]2026-07-13T20:06:26.454244 - 
2026-07-13T20:06:26.458689 - [32m[INFO][0m -------------------------
2026-07-13T20:06:26.458788 - [32m[INFO][0m Transformer weights loaded:
2026-07-13T20:06:26.458830 - [32m[INFO][0m Device: cpu      | Memory: 18,496,971.56 MB
2026-07-13T20:06:26.459114 - [32m[INFO][0m Merging LoRA to the model...
2026-07-13T20:06:44.215326 - 
Loading model and applying LoRA weights:: 100%|██████████| 1056/1056 [00:17<00:00, 59.50it/s]2026-07-13T20:06:44.215377 - 
2026-07-13T20:06:44.280872 - [32m[INFO][0m Moving diffusion model from cuda:0 to cpu
2026-07-13T20:06:44.995690 - [32m[INFO][0m ------- Scheduler info -------
2026-07-13T20:06:45.064861 - [32m[INFO][0m Total timesteps: tensor([999.7998, 937.5000, 833.3333, 625.0000], device='cuda:0')
2026-07-13T20:06:45.065893 - [32m[INFO][0m Using timesteps: tensor([999.7998, 937.5000, 833.3333, 625.0000], device='cuda:0')
2026-07-13T20:06:45.066720 - [32m[INFO][0m Using sigmas: tensor([0.9998, 0.9375, 0.8333, 0.6250, 0.0000], device='cuda:0')
2026-07-13T20:06:45.066779 - [32m[INFO][0m ------------------------------
2026-07-13T20:06:45.078033 - [32m[INFO][0m Multitalk audio features shapes (per speaker): [(125, 12, 768)]
2026-07-13T20:06:46.488939 - [32m[INFO][0m Swapping 39 transformer blocks
2026-07-13T20:06:46.711738 - 
Initializing block swap: 100%|██████████| 40/40 [00:00<00:00, 179.93it/s]2026-07-13T20:06:46.711785 - 
2026-07-13T20:06:47.339210 - [32m[INFO][0m -------------------------
2026-07-13T20:06:47.339394 - [32m[INFO][0m Block swap memory summary:
2026-07-13T20:06:47.339587 - [32m[INFO][0m Transformer blocks on cpu: 17857.62MB
2026-07-13T20:06:47.339747 - [32m[INFO][0m Transformer blocks on cuda:0: 457.89MB
2026-07-13T20:06:47.339796 - [32m[INFO][0m Total memory used by transformer blocks: 18315.51MB
2026-07-13T20:06:47.340075 - [32m[INFO][0m Non-blocking memory transfer: False
2026-07-13T20:06:47.340139 - [32m[INFO][0m -------------------------
2026-07-13T20:06:47.340258 - [32m[INFO][0m Rope function: comfy
2026-07-13T20:06:47.974413 - [32m[INFO][0m Multitalk mode: infinitetalk
2026-07-13T20:06:47.980744 - [32m[INFO][0m Sampling 125 frames in 3 windows, at 640x480 with 4 steps
2026-07-13T20:06:48.917049 - 
2026-07-13T20:06:48.917081 - Generated new RoPE frequencies2026-07-13T20:06:48.917106 - 
2026-07-13T20:06:48.917183 - 
Sampling audio indices 0-81:   0%|          | 0/4 [00:00<?, ?it/s]2026-07-13T20:06:50.809548 - [1m[31m[ERROR][0m Error during model prediction: expected mat1 and mat2 to have the same dtype, but got: struct c10::BFloat16 != signed char
2026-07-13T20:06:51.750567 - [1m[31m[ERROR][0m Error during sampling: expected mat1 and mat2 to have the same dtype, but got: struct c10::BFloat16 != signed char
2026-07-13T20:06:52.449053 - [1m[31m[ERROR][0m !!! Exception during processing !!! expected mat1 and mat2 to have the same dtype, but got: struct c10::BFloat16 != signed char
2026-07-13T20:06:52.456689 - [1m[31m[ERROR][0m Traceback (most recent call last):
  File "E:\ComfyUI\ComfyUI\execution.py", line 542, 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:\ComfyUI\ComfyUI\execution.py", line 341, 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:\ComfyUI\ComfyUI\execution.py", line 315, in _async_map_node_over_list
    await process_inputs(input_dict, i)
  File "E:\ComfyUI\ComfyUI\execution.py", line 303, in process_inputs
    result = f(**inputs)
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\nodes_sampler.py", line 2051, in process
    return multitalk_loop(**locals())
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\multitalk\multitalk_loop.py", line 417, in multitalk_loop
    noise_pred, _, self.cache_state = predict_func(
                                      ~~~~~~~~~~~~^
        latent_model_input, cfg[min(i, len(timesteps)-1)], positive, text_embeds["negative_prompt_embeds"],
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    ...<2 lines>...
        humo_image_cond=partial_humo_cond_input, humo_image_cond_neg=partial_humo_cond_neg_input, humo_audio=partial_humo_audio, humo_audio_neg=partial_humo_audio_neg,
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
        uni3c_data = uni3c_data)
        ^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\nodes_sampler.py", line 1671, in predict_with_cfg
    raise e
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\nodes_sampler.py", line 1518, in predict_with_cfg
    noise_pred_cond, noise_pred_ovi, cache_state_cond = transformer(
                                                        ~~~~~~~~~~~^
        context=positive_embeds,
        ^^^^^^^^^^^^^^^^^^^^^^^^
    ...<2 lines>...
        **base_params
        ^^^^^^^^^^^^^
    )
    ^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\wanvideo\modules\model.py", line 3274, in forward
    x, x_ip, lynx_ref_feature, x_ovi = block(x, x_ip=x_ip, lynx_ref_feature=lynx_ref_feature, x_ovi=x_ovi, x_onetoall_ref=x_onetoall_ref, onetoall_freqs=onetoall_freqs, attention_mode_override=attention_mode, **kwargs)
                                       ~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_dynamo\eval_frame.py", line 465, in __call__
    return super().__call__(*args, **kwargs)
           ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_dynamo\eval_frame.py", line 953, in compile_wrapper
    return fn(*args, **kwargs)
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\wanvideo\modules\model.py", line 1002, in forward
    def forward(
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_dynamo\eval_frame.py", line 1181, in _fn
    return fn(*args, **kwargs)
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\aot_autograd.py", line 1148, in forward
    return compiled_fn(full_args)
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\_aot_autograd\runtime_wrappers.py", line 1962, in __call__
    return self.compiled_fn(*args, **kwargs)
           ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\_aot_autograd\runtime_wrappers.py", line 357, in runtime_wrapper
    all_outs = call_func_at_runtime_with_args(
        compiled_fn, args, disable_amp=disable_amp, steal_args=True
    )
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\_aot_autograd\utils.py", line 134, in call_func_at_runtime_with_args
    out = normalize_as_list(f(args))
                            ~^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\_aot_autograd\runtime_wrappers.py", line 531, in wrapper
    return compiled_fn(runtime_args)
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_inductor\output_code.py", line 638, in __call__
    return self.current_callable(inputs)
           ~~~~~~~~~~~~~~~~~~~~~^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_inductor\utils.py", line 3220, in run
    out = model(new_inputs)
  File "C:\Users\ADMINI~1\AppData\Local\Temp\torchinductor_Administrator\hn\chn73ffy64mal2wua6sgp3dwtewurpjsetb3phwi2nuncisv2sre.py", line 679, in call
    extern_kernels.mm(reinterpret_tensor(buf4, (25200, 5120), (5120, 1), 0), reinterpret_tensor(arg3_1, (5120, 5120), (1, 5120), 0), out=buf5)
    ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
RuntimeError: expected mat1 and mat2 to have the same dtype, but got: struct c10::BFloat16 != signed char

2026-07-13T20:06:52.463423 - [32m[INFO][0m [32mPrompt executed in 78.52 seconds[0m
2026-07-13T20:06:53.118160 - 
Sampling audio indices 0-81:   0%|          | 0/4 [00:04<?, ?it/s]2026-07-13T20:06:53.118398 - 
2026-07-13T20:17:59.596681 - [32m[INFO][0m got prompt
2026-07-13T20:18:01.452580 - [32m[INFO][0m HuMo set to generate 125 frames
2026-07-13T20:18:01.648543 - 
WanVAE encoding frames: 100%|██████████| 1/1 [00:00<00:00,  8.24it/s]2026-07-13T20:18:01.648597 - 
2026-07-13T20:18:01.653518 - [32m[INFO][0m WanVideoEncode: Encoded latents shape torch.Size([1, 16, 1, 60, 80])
2026-07-13T20:18:12.857601 - 
WanVAE encoding frames: 100%|██████████| 33/33 [00:10<00:00,  3.02it/s]2026-07-13T20:18:12.857631 - 
2026-07-13T20:18:16.591496 - [32m[INFO][0m CUDA Compute Capability: 8.9
2026-07-13T20:18:16.591628 - [32m[INFO][0m Detected model in_channels: 36
2026-07-13T20:18:16.591670 - [32m[INFO][0m Model cross attention type: t2v, num_heads: 40, num_layers: 40
2026-07-13T20:18:16.591741 - [32m[INFO][0m Model variant detected: 14B
2026-07-13T20:18:16.900314 - [32m[INFO][0m InfiniteTalk detected, patching model...
2026-07-13T20:18:16.972649 - [32m[INFO][0m Loading LoRA: Wan2.1\FastWan_T2V_14B_480p_lora_rank_64_bf16 with strength: 1.0
2026-07-13T20:18:17.016405 - [32m[INFO][0m Loading and assigning model weights to device...
2026-07-13T20:18:17.177187 - 
Loading transformer parameters to cpu: 100%|██████████| 1913/1913 [00:00<00:00, 11937.30it/s]2026-07-13T20:18:17.177234 - 
2026-07-13T20:18:17.181445 - [32m[INFO][0m -------------------------
2026-07-13T20:18:17.181531 - [32m[INFO][0m Transformer weights loaded:
2026-07-13T20:18:17.181569 - [32m[INFO][0m Device: cpu      | Memory: 18,496,971.56 MB
2026-07-13T20:18:17.181998 - [32m[INFO][0m Merging LoRA to the model...
2026-07-13T20:18:27.759913 - 
Loading model and applying LoRA weights:: 100%|██████████| 1056/1056 [00:10<00:00, 99.91it/s]2026-07-13T20:18:27.759951 - 
2026-07-13T20:18:27.844320 - [32m[INFO][0m Moving diffusion model from cuda:0 to cpu
2026-07-13T20:18:28.710912 - [32m[INFO][0m ------- Scheduler info -------
2026-07-13T20:18:28.713086 - [32m[INFO][0m Total timesteps: tensor([999.7998, 937.5000, 833.3333, 625.0000], device='cuda:0')
2026-07-13T20:18:28.714422 - [32m[INFO][0m Using timesteps: tensor([999.7998, 937.5000, 833.3333, 625.0000], device='cuda:0')
2026-07-13T20:18:28.715460 - [32m[INFO][0m Using sigmas: tensor([0.9998, 0.9375, 0.8333, 0.6250, 0.0000], device='cuda:0')
2026-07-13T20:18:28.715544 - [32m[INFO][0m ------------------------------
2026-07-13T20:18:28.722963 - [32m[INFO][0m Multitalk audio features shapes (per speaker): [(125, 12, 768)]
2026-07-13T20:18:30.456445 - [32m[INFO][0m Swapping 39 transformer blocks
2026-07-13T20:18:30.625406 - 
Initializing block swap: 100%|██████████| 40/40 [00:00<00:00, 237.55it/s]2026-07-13T20:18:30.625466 - 
2026-07-13T20:18:31.386074 - [32m[INFO][0m -------------------------
2026-07-13T20:18:31.386224 - [32m[INFO][0m Block swap memory summary:
2026-07-13T20:18:31.386299 - [32m[INFO][0m Transformer blocks on cpu: 17857.62MB
2026-07-13T20:18:31.386441 - [32m[INFO][0m Transformer blocks on cuda:0: 457.89MB
2026-07-13T20:18:31.386484 - [32m[INFO][0m Total memory used by transformer blocks: 18315.51MB
2026-07-13T20:18:31.386922 - [32m[INFO][0m Non-blocking memory transfer: False
2026-07-13T20:18:31.386986 - [32m[INFO][0m -------------------------
2026-07-13T20:18:31.387095 - [32m[INFO][0m Rope function: comfy
2026-07-13T20:18:32.165436 - [32m[INFO][0m Multitalk mode: infinitetalk
2026-07-13T20:18:32.168403 - [32m[INFO][0m Sampling 125 frames in 3 windows, at 640x480 with 4 steps
2026-07-13T20:18:32.968105 - 
2026-07-13T20:18:32.968152 - Generated new RoPE frequencies2026-07-13T20:18:32.968192 - 
2026-07-13T20:18:32.968331 - 
Sampling audio indices 0-81:   0%|          | 0/4 [00:00<?, ?it/s]2026-07-13T20:18:34.040141 - W0713 20:18:34.037000 15332 Lib\site-packages\torch\_inductor\utils.py:1679] [0/1_1] Not enough SMs to use max_autotune_gemm mode
2026-07-13T20:18:37.395383 - [1m[31m[ERROR][0m Error during model prediction: expected mat1 and mat2 to have the same dtype, but got: struct c10::Half != signed char
2026-07-13T20:18:38.281244 - [1m[31m[ERROR][0m Error during sampling: expected mat1 and mat2 to have the same dtype, but got: struct c10::Half != signed char
2026-07-13T20:18:38.973386 - [1m[31m[ERROR][0m !!! Exception during processing !!! expected mat1 and mat2 to have the same dtype, but got: struct c10::Half != signed char
2026-07-13T20:18:38.979448 - [1m[31m[ERROR][0m Traceback (most recent call last):
  File "E:\ComfyUI\ComfyUI\execution.py", line 542, 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:\ComfyUI\ComfyUI\execution.py", line 341, 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:\ComfyUI\ComfyUI\execution.py", line 315, in _async_map_node_over_list
    await process_inputs(input_dict, i)
  File "E:\ComfyUI\ComfyUI\execution.py", line 303, in process_inputs
    result = f(**inputs)
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\nodes_sampler.py", line 2051, in process
    return multitalk_loop(**locals())
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\multitalk\multitalk_loop.py", line 417, in multitalk_loop
    noise_pred, _, self.cache_state = predict_func(
                                      ~~~~~~~~~~~~^
        latent_model_input, cfg[min(i, len(timesteps)-1)], positive, text_embeds["negative_prompt_embeds"],
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    ...<2 lines>...
        humo_image_cond=partial_humo_cond_input, humo_image_cond_neg=partial_humo_cond_neg_input, humo_audio=partial_humo_audio, humo_audio_neg=partial_humo_audio_neg,
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
        uni3c_data = uni3c_data)
        ^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\nodes_sampler.py", line 1671, in predict_with_cfg
    raise e
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\nodes_sampler.py", line 1518, in predict_with_cfg
    noise_pred_cond, noise_pred_ovi, cache_state_cond = transformer(
                                                        ~~~~~~~~~~~^
        context=positive_embeds,
        ^^^^^^^^^^^^^^^^^^^^^^^^
    ...<2 lines>...
        **base_params
        ^^^^^^^^^^^^^
    )
    ^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\wanvideo\modules\model.py", line 3274, in forward
    x, x_ip, lynx_ref_feature, x_ovi = block(x, x_ip=x_ip, lynx_ref_feature=lynx_ref_feature, x_ovi=x_ovi, x_onetoall_ref=x_onetoall_ref, onetoall_freqs=onetoall_freqs, attention_mode_override=attention_mode, **kwargs)
                                       ~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_dynamo\eval_frame.py", line 465, in __call__
    return super().__call__(*args, **kwargs)
           ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_dynamo\eval_frame.py", line 953, in compile_wrapper
    return fn(*args, **kwargs)
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)
  File "E:\ComfyUI\ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\wanvideo\modules\model.py", line 1002, in forward
    def forward(
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_dynamo\eval_frame.py", line 1181, in _fn
    return fn(*args, **kwargs)
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\aot_autograd.py", line 1148, in forward
    return compiled_fn(full_args)
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\_aot_autograd\runtime_wrappers.py", line 357, in runtime_wrapper
    all_outs = call_func_at_runtime_with_args(
        compiled_fn, args, disable_amp=disable_amp, steal_args=True
    )
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\_aot_autograd\utils.py", line 134, in call_func_at_runtime_with_args
    out = normalize_as_list(f(args))
                            ~^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\_aot_autograd\runtime_wrappers.py", line 1962, in __call__
    return self.compiled_fn(*args, **kwargs)
           ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\_aot_autograd\runtime_wrappers.py", line 531, in wrapper
    return compiled_fn(runtime_args)
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_functorch\_aot_autograd\runtime_wrappers.py", line 729, in inner_fn
    outs = compiled_fn(args)
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_inductor\output_code.py", line 638, in __call__
    return self.current_callable(inputs)
           ~~~~~~~~~~~~~~~~~~~~~^^^^^^^^
  File "E:\ComfyUI\python_embeded\Lib\site-packages\torch\_inductor\utils.py", line 3220, in run
    out = model(new_inputs)
  File "C:\Users\ADMINI~1\AppData\Local\Temp\torchinductor_Administrator\2t\c2ttf6oj6rka3jc56ajui3k7nlsbyrxg3n4pejzksq67h257a2kc.py", line 679, in call
    extern_kernels.mm(reinterpret_tensor(buf4, (25200, 5120), (5120, 1), 0), reinterpret_tensor(arg3_1, (5120, 5120), (1, 5120), 0), out=buf5)
    ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
RuntimeError: expected mat1 and mat2 to have the same dtype, but got: struct c10::Half != signed char

2026-07-13T20:18:38.990983 - [32m[INFO][0m [32mPrompt executed in 39.37 seconds[0m
2026-07-13T20:18:39.664075 - 
Sampling audio indices 0-81:   0%|          | 0/4 [00:06<?, ?it/s]2026-07-13T20:18:39.664472 -

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