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  1. [2025-05-14 17:30:49.945] Restoring initial comfy attention
  2. [2025-05-14 17:30:49.949] !!! Exception during processing !!! mat1 and mat2 shapes cannot be multiplied (77x768 and 4096x5120)
  3. [2025-05-14 17:30:49.954] Traceback (most recent call last):
  4. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\execution.py", line 349, in execute
  5. output_data, output_ui, has_subgraph = get_output_data(obj, input_data_all, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb)
  6. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  7. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\execution.py", line 224, in get_output_data
  8. return_values = _map_node_over_list(obj, input_data_all, obj.FUNCTION, allow_interrupt=True, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb)
  9. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  10. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\execution.py", line 196, in _map_node_over_list
  11. process_inputs(input_dict, i)
  12. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\execution.py", line 185, in process_inputs
  13. results.append(getattr(obj, func)(**inputs))
  14. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  15. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy_extras\nodes_custom_sampler.py", line 707, in sample
  16. samples = guider.sample(noise.generate_noise(latent), latent_image, sampler, sigmas, denoise_mask=noise_mask, callback=callback, disable_pbar=disable_pbar, seed=noise.seed)
  17. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  18. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 1008, in sample
  19. output = executor.execute(noise, latent_image, sampler, sigmas, denoise_mask, callback, disable_pbar, seed)
  20. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  21. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\patcher_extension.py", line 111, in execute
  22. return self.original(*args, **kwargs)
  23. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  24. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 976, in outer_sample
  25. output = self.inner_sample(noise, latent_image, device, sampler, sigmas, denoise_mask, callback, disable_pbar, seed)
  26. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  27. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 959, in inner_sample
  28. samples = executor.execute(self, sigmas, extra_args, callback, noise, latent_image, denoise_mask, disable_pbar)
  29. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  30. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\patcher_extension.py", line 111, in execute
  31. return self.original(*args, **kwargs)
  32. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  33. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 738, in sample
  34. samples = self.sampler_function(model_k, noise, sigmas, extra_args=extra_args, callback=k_callback, disable=disable_pbar, **self.extra_options)
  35. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  36. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\extra_samplers\uni_pc.py", line 868, in sample_unipc
  37. x = uni_pc.sample(noise, timesteps=timesteps, skip_type="time_uniform", method="multistep", order=order, lower_order_final=True, callback=callback, disable_pbar=disable)
  38. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  39. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\extra_samplers\uni_pc.py", line 715, in sample
  40. model_prev_list = [self.model_fn(x, vec_t)]
  41. ^^^^^^^^^^^^^^^^^^^^^^^
  42. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\extra_samplers\uni_pc.py", line 410, in model_fn
  43. return self.data_prediction_fn(x, t)
  44. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  45. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\extra_samplers\uni_pc.py", line 394, in data_prediction_fn
  46. noise = self.noise_prediction_fn(x, t)
  47. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  48. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\extra_samplers\uni_pc.py", line 388, in noise_prediction_fn
  49. return self.model(x, t)
  50. ^^^^^^^^^^^^^^^^
  51. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\extra_samplers\uni_pc.py", line 329, in model_fn
  52. return noise_pred_fn(x, t_continuous)
  53. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  54. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\extra_samplers\uni_pc.py", line 297, in noise_pred_fn
  55. output = model(x, t_input, **model_kwargs)
  56. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  57. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\extra_samplers\uni_pc.py", line 859, in <lambda>
  58. lambda input, sigma, **kwargs: predict_eps_sigma(model, input, sigma, **kwargs),
  59. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  60. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\extra_samplers\uni_pc.py", line 843, in predict_eps_sigma
  61. return (input - model(input, sigma_in, **kwargs)) / sigma
  62. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  63. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 390, in __call__
  64. out = self.inner_model(x, sigma, model_options=model_options, seed=seed)
  65. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  66. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 939, in __call__
  67. return self.predict_noise(*args, **kwargs)
  68. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  69. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 942, in predict_noise
  70. 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)
  71. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  72. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 370, in sampling_function
  73. out = calc_cond_batch(model, conds, x, timestep, model_options)
  74. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  75. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 206, in calc_cond_batch
  76. return executor.execute(model, conds, x_in, timestep, model_options)
  77. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  78. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\patcher_extension.py", line 111, in execute
  79. return self.original(*args, **kwargs)
  80. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  81. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 317, in _calc_cond_batch
  82. output = model_options['model_function_wrapper'](model.apply_model, {"input": input_x, "timestep": timestep_, "c": c, "cond_or_uncond": cond_or_uncond}).chunk(batch_chunks)
  83. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  84. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-KJNodes\nodes\model_optimization_nodes.py", line 1115, in unet_wrapper_function
  85. out = model_function(input, timestep, **c)
  86. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  87. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\model_base.py", line 140, in apply_model
  88. return comfy.patcher_extension.WrapperExecutor.new_class_executor(
  89. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  90. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\patcher_extension.py", line 111, in execute
  91. return self.original(*args, **kwargs)
  92. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  93. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\model_base.py", line 173, in _apply_model
  94. model_output = self.diffusion_model(xc, t, context=context, control=control, transformer_options=transformer_options, **extra_conds).float()
  95. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  96. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
  97. return self._call_impl(*args, **kwargs)
  98. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  99. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
  100. return forward_call(*args, **kwargs)
  101. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  102. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\ldm\wan\model.py", line 502, in forward
  103. return self.forward_orig(x, timestep, context, clip_fea=clip_fea, freqs=freqs, transformer_options=transformer_options, **kwargs)[:, :, :t, :h, :w]
  104. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  105. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-KJNodes\nodes\model_optimization_nodes.py", line 905, in teacache_wanvideo_forward_orig
  106. context = self.text_embedding(context)
  107. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  108. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
  109. return self._call_impl(*args, **kwargs)
  110. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  111. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
  112. return forward_call(*args, **kwargs)
  113. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  114. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\container.py", line 240, in forward
  115. input = module(input)
  116. ^^^^^^^^^^^^^
  117. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1751, in _wrapped_call_impl
  118. return self._call_impl(*args, **kwargs)
  119. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  120. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1762, in _call_impl
  121. return forward_call(*args, **kwargs)
  122. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  123. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\ops.py", line 84, in forward
  124. return self.forward_comfy_cast_weights(*args, **kwargs)
  125. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  126. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-GGUF\ops.py", line 217, in forward_comfy_cast_weights
  127. out = super().forward_comfy_cast_weights(input, *args, **kwargs)
  128. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  129. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\ComfyUI\comfy\ops.py", line 80, in forward_comfy_cast_weights
  130. return torch.nn.functional.linear(input, weight, bias)
  131. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  132. File "C:\Users\bruce\Desktop\brrr\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\_tensor.py", line 1668, in __torch_function__
  133. ret = func(*args, **kwargs)
  134. ^^^^^^^^^^^^^^^^^^^^^
  135. RuntimeError: mat1 and mat2 shapes cannot be multiplied (77x768 and 4096x5120)
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