2025-10-28 17:28:29 开始执行预缓存...
2025-10-28 17:28:29 开始执行预缓存 1/2 ...
2025-10-28 17:28:29 F:\AI\LoRAMaster.venv\Scripts\python.exe F:\AI\LoRAMaster\musubi-tuner\src\musubi_tuner\qwen_image_cache_latents.py --dataset_config E:\Downloads\models\qwen_image.toml --vae G:\ComfyUI\models\vae\qwen_image_vae.safetensors
2025-10-28 17:28:35 INFO:main:Load dataset config from E:\Downloads\models\qwen_image.toml
2025-10-28 17:28:35 INFO:musubi_tuner.dataset.image_video_dataset:glob images in E:\Downloads\models\images
2025-10-28 17:28:35 INFO:musubi_tuner.dataset.image_video_dataset:found 20 images
2025-10-28 17:28:35 INFO:musubi_tuner.dataset.config_utils:[Dataset 0]
2025-10-28 17:28:35 is_image_dataset: True
2025-10-28 17:28:35 resolution: (768, 1024)
2025-10-28 17:28:35 batch_size: 1
2025-10-28 17:28:35 num_repeats: 2
2025-10-28 17:28:35 caption_extension: ".txt"
2025-10-28 17:28:35 enable_bucket: True
2025-10-28 17:28:35 bucket_no_upscale: False
2025-10-28 17:28:35 cache_directory: "E:\Downloads\models\qwen_image_cache"
2025-10-28 17:28:35 debug_dataset: False
2025-10-28 17:28:35 image_directory: "E:\Downloads\models\images"
2025-10-28 17:28:35 image_jsonl_file: "None"
2025-10-28 17:28:35 fp_latent_window_size: 9
2025-10-28 17:28:35 fp_1f_clean_indices: None
2025-10-28 17:28:35 fp_1f_target_index: None
2025-10-28 17:28:35 fp_1f_no_post: False
2025-10-28 17:28:35 flux_kontext_no_resize_control: False
2025-10-28 17:28:35 qwen_image_edit_no_resize_control: False
2025-10-28 17:28:35 qwen_image_edit_control_resolution: None
2025-10-28 17:28:35
2025-10-28 17:28:35
2025-10-28 17:28:35 INFO:main:Loading VAE model from G:\ComfyUI\models\vae\qwen_image_vae.safetensors
2025-10-28 17:28:35 INFO:musubi_tuner.qwen_image.qwen_image_utils:Initializing VAE
2025-10-28 17:28:36 INFO:musubi_tuner.qwen_image.qwen_image_utils:Loading VAE from G:\ComfyUI\models\vae\qwen_image_vae.safetensors
2025-10-28 17:28:36 Trying to import sageattention
2025-10-28 17:28:36 Successfully imported sageattention
2025-10-28 17:28:36 Traceback (most recent call last):
2025-10-28 17:28:36 File "F:\AI\LoRAMaster\musubi-tuner\src\musubi_tuner\qwen_image_cache_latents.py", line 161, in
2025-10-28 17:28:36 main()
2025-10-28 17:28:36 File "F:\AI\LoRAMaster\musubi-tuner\src\musubi_tuner\qwen_image_cache_latents.py", line 149, in main
2025-10-28 17:28:36 vae = qwen_image_utils.load_vae(args.vae, device=device, disable_mmap=True)
2025-10-28 17:28:36 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2025-10-28 17:28:36 File "F:\AI\LoRAMaster\musubi-tuner\src\musubi_tuner\qwen_image\qwen_image_utils.py", line 601, in load_vae
2025-10-28 17:28:36 info = vae.load_state_dict(state_dict, strict=True, assign=True)
2025-10-28 17:28:36 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2025-10-28 17:28:36 File "F:\AI\LoRAMaster.venv\Lib\site-packages\torch\nn\modules\module.py", line 2629, in load_state_dict
2025-10-28 17:28:36 raise RuntimeError(
2025-10-28 17:28:36 RuntimeError: Error(s) in loading state_dict for AutoencoderKLQwenImage:
2025-10-28 17:28:36 Missing key(s) in state_dict: "encoder.conv_in.weight", "encoder.conv_in.bias", "encoder.down_blocks.0.norm1.gamma", "encoder.down_blocks.0.conv1.weight", "encoder.down_blocks.0.conv1.bias", "encoder.down_blocks.0.norm2.gamma", "encoder.down_blocks.0.conv2.weight", "encoder.down_blocks.0.conv2.bias", "encoder.down_blocks.1.norm1.gamma", "encoder.down_blocks.1.conv1.weight", "encoder.down_blocks.1.conv1.bias", "encoder.down_blocks.1.norm2.gamma", "encoder.down_blocks.1.conv2.weight", "encoder.down_blocks.1.conv2.bias", "encoder.down_blocks.2.resample.1.weight", "encoder.down_blocks.2.resample.1.bias", "encoder.down_blocks.3.norm1.gamma", "encoder.down_blocks.3.conv1.weight", "encoder.down_blocks.3.conv1.bias", "encoder.down_blocks.3.norm2.gamma", "encoder.down_blocks.3.conv2.weight", "encoder.down_blocks.3.conv2.bias", "encoder.down_blocks.3.conv_shortcut.weight", "encoder.down_blocks.3.conv_shortcut.bias", "encoder.down_blocks.4.norm1.gamma", "encoder.down_blocks.4.conv1.weight", "encoder.down_blocks.4.conv1.bias", "encoder.down_blocks.4.norm2.gamma", "encoder.down_blocks.4.conv2.weight", "encoder.down_blocks.4.conv2.bias", "encoder.down_blocks.5.resample.1.weight", "encoder.down_blocks.5.resample.1.bias", "encoder.down_blocks.5.time_conv.weight", "encoder.down_blocks.5.time_conv.bias", "encoder.down_blocks.6.norm1.gamma", "encoder.down_blocks.6.conv1.weight", "encoder.down_blocks.6.conv1.bias", "encoder.down_blocks.6.norm2.gamma", "encoder.down_blocks.6.conv2.weight", "encoder.down_blocks.6.conv2.bias", "encoder.down_blocks.6.conv_shortcut.weight", "encoder.down_blocks.6.conv_shortcut.bias", "encoder.down_blocks.7.norm1.gamma", "encoder.down_blocks.7.conv1.weight", "encoder.down_blocks.7.conv1.bias", "encoder.down_blocks.7.norm2.gamma", "encoder.down_blocks.7.conv2.weight", "encoder.down_blocks.7.conv2.bias", "encoder.down_blocks.8.resample.1.weight", "encoder.down_blocks.8.resample.1.bias", "encoder.down_blocks.8.time_conv.weight", "encoder.down_blocks.8.time_conv.bias", "encoder.down_blocks.9.norm1.gamma", "encoder.down_blocks.9.conv1.weight", "encoder.down_blocks.9.conv1.bias", "encoder.down_blocks.9.norm2.gamma", "encoder.down_blocks.9.conv2.weight", "encoder.down_blocks.9.conv2.bias", "encoder.down_blocks.10.norm1.gamma", "encoder.down_blocks.10.conv1.weight", "encoder.down_blocks.10.conv1.bias", "encoder.down_blocks.10.norm2.gamma", "encoder.down_blocks.10.conv2.weight", "encoder.down_blocks.10.conv2.bias", "encoder.mid_block.attentions.0.norm.gamma", "encoder.mid_block.attentions.0.to_qkv.weight", "encoder.mid_block.attentions.0.to_qkv.bias", "encoder.mid_block.attentions.0.proj.weight", "encoder.mid_block.attentions.0.proj.bias", "encoder.mid_block.resnets.0.norm1.gamma", "encoder.mid_block.resnets.0.conv1.weight", "encoder.mid_block.resnets.0.conv1.bias", "encoder.mid_block.resnets.0.norm2.gamma", "encoder.mid_block.resnets.0.conv2.weight", "encoder.mid_block.resnets.0.conv2.bias", "encoder.mid_block.resnets.1.norm1.gamma", "encoder.mid_block.resnets.1.conv1.weight", "encoder.mid_block.resnets.1.conv1.bias", "encoder.mid_block.resnets.1.norm2.gamma", "encoder.mid_block.resnets.1.conv2.weight", "encoder.mid_block.resnets.1.conv2.bias", "encoder.norm_out.gamma", "encoder.conv_out.weight", "encoder.conv_out.bias", "quant_conv.weight", "quant_conv.bias", "post_quant_conv.weight", "post_quant_conv.bias", "decoder.conv_in.weight", "decoder.conv_in.bias", "decoder.mid_block.attentions.0.norm.gamma", "decoder.mid_block.attentions.0.to_qkv.weight", "decoder.mid_block.attentions.0.to_qkv.bias", "decoder.mid_block.attentions.0.proj.weight", "decoder.mid_block.attentions.0.proj.bias", "decoder.mid_block.resnets.0.norm1.gamma", "decoder.mid_block.resnets.0.conv1.weight", "decoder.mid_block.resnets.0.conv1.bias", "decoder.mid_block.resnets.0.norm2.gamma", "decoder.mid_block.resnets.0.conv2.weight", "decoder.mid_block.resnets.0.conv2.bias", "decoder.mid_block.resnets.1.norm1.gamma", "decoder.mid_block.resnets.1.conv1.weight", "decoder.mid_block.resnets.1.conv1.bias", "decoder.mid_block.resnets.1.norm2.gamma", "decoder.mid_block.resnets.1.conv2.weight", "decoder.mid_block.resnets.1.conv2.bias", "decoder.up_blocks.0.resnets.0.norm1.gamma", "decoder.up_blocks.0.resnets.0.conv1.weight", "decoder.up_blocks.0.resnets.0.conv1.bias", "decoder.up_blocks.0.resnets.0.norm2.gamma", "decoder.up_blocks.0.resnets.0.conv2.weight", "decoder.up_blocks.0.resnets.0.conv2.bias", "decoder.up_blocks.0.resnets.1.norm1.gamma", "decoder.up_blocks.0.resnets.1.conv1.weight", "decoder.up_blocks.0.resnets.1.conv1.bias", "decoder.up_blocks.0.resnets.1.norm2.gamma", "decoder.up_blocks.0.resnets.1.conv2.weight", "decoder.up_blocks.0.resnets.1.conv2.bias", "decoder.up_blocks.0.resnets.2.norm1.gamma", "decoder.up_blocks.0.resnets.2.conv1.weight", "decoder.up_blocks.0.resnets.2.conv1.bias", "decoder.up_blocks.0.resnets.2.norm2.gamma", "decoder.up_blocks.0.resnets.2.conv2.weight", "decoder.up_blocks.0.resnets.2.conv2.bias", "decoder.up_blocks.0.upsamplers.0.resample.1.weight", "decoder.up_blocks.0.upsamplers.0.resample.1.bias", "decoder.up_blocks.0.upsamplers.0.time_conv.weight", "decoder.up_blocks.0.upsamplers.0.time_conv.bias", "decoder.up_blocks.1.resnets.0.norm1.gamma", "decoder.up_blocks.1.resnets.0.conv1.weight", "decoder.up_blocks.1.resnets.0.conv1.bias", "decoder.up_blocks.1.resnets.0.norm2.gamma", "decoder.up_blocks.1.resnets.0.conv2.weight", "decoder.up_blocks.1.resnets.0.conv2.bias", "decoder.up_blocks.1.resnets.0.conv_shortcut.weight", "decoder.up_blocks.1.resnets.0.conv_shortcut.bias", "decoder.up_blocks.1.resnets.1.norm1.gamma", "decoder.up_blocks.1.resnets.1.conv1.weight", "decoder.up_blocks.1.resnets.1.conv1.bias", "decoder.up_blocks.1.resnets.1.norm2.gamma", "decoder.up_blocks.1.resnets.1.conv2.weight", "decoder.up_blocks.1.resnets.1.conv2.bias", "decoder.up_blocks.1.resnets.2.norm1.gamma", "decoder.up_blocks.1.resnets.2.conv1.weight", "decoder.up_blocks.1.resnets.2.conv1.bias", "decoder.up_blocks.1.resnets.2.norm2.gamma", "decoder.up_blocks.1.resnets.2.conv2.weight", "decoder.up_blocks.1.resnets.2.conv2.bias", "decoder.up_blocks.1.upsamplers.0.resample.1.weight", "decoder.up_blocks.1.upsamplers.0.resample.1.bias", "decoder.up_blocks.1.upsamplers.0.time_conv.weight", "decoder.up_blocks.1.upsamplers.0.time_conv.bias", "decoder.up_blocks.2.resnets.0.norm1.gamma", "decoder.up_blocks.2.resnets.0.conv1.weight", "decoder.up_blocks.2.resnets.0.conv1.bias", "decoder.up_blocks.2.resnets.0.norm2.gamma", "decoder.up_blocks.2.resnets.0.conv2.weight", "decoder.up_blocks.2.resnets.0.conv2.bias", "decoder.up_blocks.2.resnets.1.norm1.gamma", "decoder.up_blocks.2.resnets.1.conv1.weight", "decoder.up_blocks.2.resnets.1.conv1.bias", "decoder.up_blocks.2.resnets.1.norm2.gamma", "decoder.up_blocks.2.resnets.1.conv2.weight", "decoder.up_blocks.2.resnets.1.conv2.bias", "decoder.up_blocks.2.resnets.2.norm1.gamma", "decoder.up_blocks.2.resnets.2.conv1.weight", "decoder.up_blocks.2.resnets.2.conv1.bias", "decoder.up_blocks.2.resnets.2.norm2.gamma", "decoder.up_blocks.2.resnets.2.conv2.weight", "decoder.up_blocks.2.resnets.2.conv2.bias", "decoder.up_blocks.2.upsamplers.0.resample.1.weight", "decoder.up_blocks.2.upsamplers.0.resample.1.bias", "decoder.up_blocks.3.resnets.0.norm1.gamma", "decoder.up_blocks.3.resnets.0.conv1.weight", "decoder.up_blocks.3.resnets.0.conv1.bias", "decoder.up_blocks.3.resnets.0.norm2.gamma", "decoder.up_blocks.3.resnets.0.conv2.weight", "decoder.up_blocks.3.resnets.0.conv2.bias", "decoder.up_blocks.3.resnets.1.norm1.gamma", "decoder.up_blocks.3.resnets.1.conv1.weight", "decoder.up_blocks.3.resnets.1.conv1.bias", "decoder.up_blocks.3.resnets.1.norm2.gamma", "decoder.up_blocks.3.resnets.1.conv2.weight", "decoder.up_blocks.3.resnets.1.conv2.bias", "decoder.up_blocks.3.resnets.2.norm1.gamma", "decoder.up_blocks.3.resnets.2.conv1.weight", "decoder.up_blocks.3.resnets.2.conv1.bias", "decoder.up_blocks.3.resnets.2.norm2.gamma", "decoder.up_blocks.3.resnets.2.conv2.weight", "decoder.up_blocks.3.resnets.2.conv2.bias", "decoder.norm_out.gamma", "decoder.conv_out.weight", "decoder.conv_out.bias".
2025-10-28 17:28:36 Unexpected key(s) in state_dict: "conv1.bias", "conv1.weight", "conv2.bias", "conv2.weight", "encoder.conv1.bias", "encoder.conv1.weight", "encoder.downsamples.0.residual.0.gamma", "encoder.downsamples.0.residual.2.bias", "encoder.downsamples.0.residual.2.weight", "encoder.downsamples.0.residual.3.gamma", "encoder.downsamples.0.residual.6.bias", "encoder.downsamples.0.residual.6.weight", "encoder.downsamples.1.residual.0.gamma", "encoder.downsamples.1.residual.2.bias", "encoder.downsamples.1.residual.2.weight", "encoder.downsamples.1.residual.3.gamma", "encoder.downsamples.1.residual.6.bias", "encoder.downsamples.1.residual.6.weight", "encoder.downsamples.10.residual.0.gamma", "encoder.downsamples.10.residual.2.bias", "encoder.downsamples.10.residual.2.weight", "encoder.downsamples.10.residual.3.gamma", "encoder.downsamples.10.residual.6.bias", "encoder.downsamples.10.residual.6.weight", "encoder.downsamples.2.resample.1.bias", "encoder.downsamples.2.resample.1.weight", "encoder.downsamples.3.residual.0.gamma", "encoder.downsamples.3.residual.2.bias", "encoder.downsamples.3.residual.2.weight", "encoder.downsamples.3.residual.3.gamma", "encoder.downsamples.3.residual.6.bias", "encoder.downsamples.3.residual.6.weight", "encoder.downsamples.3.shortcut.bias", "encoder.downsamples.3.shortcut.weight", "encoder.downsamples.4.residual.0.gamma", "encoder.downsamples.4.residual.2.bias", "encoder.downsamples.4.residual.2.weight", "encoder.downsamples.4.residual.3.gamma", "encoder.downsamples.4.residual.6.bias", "encoder.downsamples.4.residual.6.weight", "encoder.downsamples.5.resample.1.bias", "encoder.downsamples.5.resample.1.weight", "encoder.downsamples.5.time_conv.bias", "encoder.downsamples.5.time_conv.weight", "encoder.downsamples.6.residual.0.gamma", "encoder.downsamples.6.residual.2.bias", "encoder.downsamples.6.residual.2.weight", "encoder.downsamples.6.residual.3.gamma", "encoder.downsamples.6.residual.6.bias", "encoder.downsamples.6.residual.6.weight", "encoder.downsamples.6.shortcut.bias", "encoder.downsamples.6.shortcut.weight", "encoder.downsamples.7.residual.0.gamma", "encoder.downsamples.7.residual.2.bias", "encoder.downsamples.7.residual.2.weight", "encoder.downsamples.7.residual.3.gamma", "encoder.downsamples.7.residual.6.bias", "encoder.downsamples.7.residual.6.weight", "encoder.downsamples.8.resample.1.bias", "encoder.downsamples.8.resample.1.weight", "encoder.downsamples.8.time_conv.bias", "encoder.downsamples.8.time_conv.weight", "encoder.downsamples.9.residual.0.gamma", "encoder.downsamples.9.residual.2.bias", "encoder.downsamples.9.residual.2.weight", "encoder.downsamples.9.residual.3.gamma", "encoder.downsamples.9.residual.6.bias", "encoder.downsamples.9.residual.6.weight", "encoder.head.0.gamma", "encoder.head.2.bias", "encoder.head.2.weight", "encoder.middle.0.residual.0.gamma", "encoder.middle.0.residual.2.bias", "encoder.middle.0.residual.2.weight", "encoder.middle.0.residual.3.gamma", "encoder.middle.0.residual.6.bias", "encoder.middle.0.residual.6.weight", "encoder.middle.1.norm.gamma", "encoder.middle.1.proj.bias", "encoder.middle.1.proj.weight", "encoder.middle.1.to_qkv.bias", "encoder.middle.1.to_qkv.weight", "encoder.middle.2.residual.0.gamma", "encoder.middle.2.residual.2.bias", "encoder.middle.2.residual.2.weight", "encoder.middle.2.residual.3.gamma", "encoder.middle.2.residual.6.bias", "encoder.middle.2.residual.6.weight", "decoder.conv1.bias", "decoder.conv1.weight", "decoder.head.0.gamma", "decoder.head.2.bias", "decoder.head.2.weight", "decoder.middle.0.residual.0.gamma", "decoder.middle.0.residual.2.bias", "decoder.middle.0.residual.2.weight", "decoder.middle.0.residual.3.gamma", "decoder.middle.0.residual.6.bias", "decoder.middle.0.residual.6.weight", "decoder.middle.1.norm.gamma", "decoder.middle.1.proj.bias", "decoder.middle.1.proj.weight", "decoder.middle.1.to_qkv.bias", "decoder.middle.1.to_qkv.weight", "decoder.middle.2.residual.0.gamma", "decoder.middle.2.residual.2.bias", "decoder.middle.2.residual.2.weight", "decoder.middle.2.residual.3.gamma", "decoder.middle.2.residual.6.bias", "decoder.middle.2.residual.6.weight", "decoder.upsamples.0.residual.0.gamma", "decoder.upsamples.0.residual.2.bias", "decoder.upsamples.0.residual.2.weight", "decoder.upsamples.0.residual.3.gamma", "decoder.upsamples.0.residual.6.bias", "decoder.upsamples.0.residual.6.weight", "decoder.upsamples.1.residual.0.gamma", "decoder.upsamples.1.residual.2.bias", "decoder.upsamples.1.residual.2.weight", "decoder.upsamples.1.residual.3.gamma", "decoder.upsamples.1.residual.6.bias", "decoder.upsamples.1.residual.6.weight", "decoder.upsamples.10.residual.0.gamma", "decoder.upsamples.10.residual.2.bias", "decoder.upsamples.10.residual.2.weight", "decoder.upsamples.10.residual.3.gamma", "decoder.upsamples.10.residual.6.bias", "decoder.upsamples.10.residual.6.weight", "decoder.upsamples.11.resample.1.bias", "decoder.upsamples.11.resample.1.weight", "decoder.upsamples.12.residual.0.gamma", "decoder.upsamples.12.residual.2.bias", "decoder.upsamples.12.residual.2.weight", "decoder.upsamples.12.residual.3.gamma", "decoder.upsamples.12.residual.6.bias", "decoder.upsamples.12.residual.6.weight", "decoder.upsamples.13.residual.0.gamma", "decoder.upsamples.13.residual.2.bias", "decoder.upsamples.13.residual.2.weight", "decoder.upsamples.13.residual.3.gamma", "decoder.upsamples.13.residual.6.bias", "decoder.upsamples.13.residual.6.weight", "decoder.upsamples.14.residual.0.gamma", "decoder.upsamples.14.residual.2.bias", "decoder.upsamples.14.residual.2.weight", "decoder.upsamples.14.residual.3.gamma", "decoder.upsamples.14.residual.6.bias", "decoder.upsamples.14.residual.6.weight", "decoder.upsamples.2.residual.0.gamma", "decoder.upsamples.2.residual.2.bias", "decoder.upsamples.2.residual.2.weight", "decoder.upsamples.2.residual.3.gamma", "decoder.upsamples.2.residual.6.bias", "decoder.upsamples.2.residual.6.weight", "decoder.upsamples.3.resample.1.bias", "decoder.upsamples.3.resample.1.weight", "decoder.upsamples.3.time_conv.bias", "decoder.upsamples.3.time_conv.weight", "decoder.upsamples.4.residual.0.gamma", "decoder.upsamples.4.residual.2.bias", "decoder.upsamples.4.residual.2.weight", "decoder.upsamples.4.residual.3.gamma", "decoder.upsamples.4.residual.6.bias", "decoder.upsamples.4.residual.6.weight", "decoder.upsamples.4.shortcut.bias", "decoder.upsamples.4.shortcut.weight", "decoder.upsamples.5.residual.0.gamma", "decoder.upsamples.5.residual.2.bias", "decoder.upsamples.5.residual.2.weight", "decoder.upsamples.5.residual.3.gamma", "decoder.upsamples.5.residual.6.bias", "decoder.upsamples.5.residual.6.weight", "decoder.upsamples.6.residual.0.gamma", "decoder.upsamples.6.residual.2.bias", "decoder.upsamples.6.residual.2.weight", "decoder.upsamples.6.residual.3.gamma", "decoder.upsamples.6.residual.6.bias", "decoder.upsamples.6.residual.6.weight", "decoder.upsamples.7.resample.1.bias", "decoder.upsamples.7.resample.1.weight", "decoder.upsamples.7.time_conv.bias", "decoder.upsamples.7.time_conv.weight", "decoder.upsamples.8.residual.0.gamma", "decoder.upsamples.8.residual.2.bias", "decoder.upsamples.8.residual.2.weight", "decoder.upsamples.8.residual.3.gamma", "decoder.upsamples.8.residual.6.bias", "decoder.upsamples.8.residual.6.weight", "decoder.upsamples.9.residual.0.gamma", "decoder.upsamples.9.residual.2.bias", "decoder.upsamples.9.residual.2.weight", "decoder.upsamples.9.residual.3.gamma", "decoder.upsamples.9.residual.6.bias", "decoder.upsamples.9.residual.6.weight".
2025-10-28 17:28:37
[ERROR] 命令执行失败，返回码: 1
然后第2步居然还成功了。
2025-10-28 17:28:29 开始执行预缓存...
2025-10-28 17:28:29 开始执行预缓存 1/2 ...
2025-10-28 17:28:29 F:\AI\LoRAMaster.venv\Scripts\python.exe F:\AI\LoRAMaster\musubi-tuner\src\musubi_tuner\qwen_image_cache_latents.py --dataset_config E:\Downloads\models\qwen_image.toml --vae G:\ComfyUI\models\vae\qwen_image_vae.safetensors
2025-10-28 17:28:35 INFO:main:Load dataset config from E:\Downloads\models\qwen_image.toml
2025-10-28 17:28:35 INFO:musubi_tuner.dataset.image_video_dataset:glob images in E:\Downloads\models\images
2025-10-28 17:28:35 INFO:musubi_tuner.dataset.image_video_dataset:found 20 images
2025-10-28 17:28:35 INFO:musubi_tuner.dataset.config_utils:[Dataset 0]
2025-10-28 17:28:35 is_image_dataset: True
2025-10-28 17:28:35 resolution: (768, 1024)
2025-10-28 17:28:35 batch_size: 1
2025-10-28 17:28:35 num_repeats: 2
2025-10-28 17:28:35 caption_extension: ".txt"
2025-10-28 17:28:35 enable_bucket: True
2025-10-28 17:28:35 bucket_no_upscale: False
2025-10-28 17:28:35 cache_directory: "E:\Downloads\models\qwen_image_cache"
2025-10-28 17:28:35 debug_dataset: False
2025-10-28 17:28:35 image_directory: "E:\Downloads\models\images"
2025-10-28 17:28:35 image_jsonl_file: "None"
2025-10-28 17:28:35 fp_latent_window_size: 9
2025-10-28 17:28:35 fp_1f_clean_indices: None
2025-10-28 17:28:35 fp_1f_target_index: None
2025-10-28 17:28:35 fp_1f_no_post: False
2025-10-28 17:28:35 flux_kontext_no_resize_control: False
2025-10-28 17:28:35 qwen_image_edit_no_resize_control: False
2025-10-28 17:28:35 qwen_image_edit_control_resolution: None
2025-10-28 17:28:35
2025-10-28 17:28:35
2025-10-28 17:28:35 INFO:main:Loading VAE model from G:\ComfyUI\models\vae\qwen_image_vae.safetensors
2025-10-28 17:28:35 INFO:musubi_tuner.qwen_image.qwen_image_utils:Initializing VAE
2025-10-28 17:28:36 INFO:musubi_tuner.qwen_image.qwen_image_utils:Loading VAE from G:\ComfyUI\models\vae\qwen_image_vae.safetensors
2025-10-28 17:28:36 Trying to import sageattention
2025-10-28 17:28:36 Successfully imported sageattention
2025-10-28 17:28:36 Traceback (most recent call last):
2025-10-28 17:28:36 File "F:\AI\LoRAMaster\musubi-tuner\src\musubi_tuner\qwen_image_cache_latents.py", line 161, in
2025-10-28 17:28:36 main()
2025-10-28 17:28:36 File "F:\AI\LoRAMaster\musubi-tuner\src\musubi_tuner\qwen_image_cache_latents.py", line 149, in main
2025-10-28 17:28:36 vae = qwen_image_utils.load_vae(args.vae, device=device, disable_mmap=True)
2025-10-28 17:28:36 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2025-10-28 17:28:36 File "F:\AI\LoRAMaster\musubi-tuner\src\musubi_tuner\qwen_image\qwen_image_utils.py", line 601, in load_vae
2025-10-28 17:28:36 info = vae.load_state_dict(state_dict, strict=True, assign=True)
2025-10-28 17:28:36 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2025-10-28 17:28:36 File "F:\AI\LoRAMaster.venv\Lib\site-packages\torch\nn\modules\module.py", line 2629, in load_state_dict
2025-10-28 17:28:36 raise RuntimeError(
2025-10-28 17:28:36 RuntimeError: Error(s) in loading state_dict for AutoencoderKLQwenImage:
2025-10-28 17:28:36 Missing key(s) in state_dict: "encoder.conv_in.weight", "encoder.conv_in.bias", "encoder.down_blocks.0.norm1.gamma", "encoder.down_blocks.0.conv1.weight", "encoder.down_blocks.0.conv1.bias", "encoder.down_blocks.0.norm2.gamma", "encoder.down_blocks.0.conv2.weight", "encoder.down_blocks.0.conv2.bias", "encoder.down_blocks.1.norm1.gamma", "encoder.down_blocks.1.conv1.weight", "encoder.down_blocks.1.conv1.bias", "encoder.down_blocks.1.norm2.gamma", "encoder.down_blocks.1.conv2.weight", "encoder.down_blocks.1.conv2.bias", "encoder.down_blocks.2.resample.1.weight", "encoder.down_blocks.2.resample.1.bias", "encoder.down_blocks.3.norm1.gamma", "encoder.down_blocks.3.conv1.weight", "encoder.down_blocks.3.conv1.bias", "encoder.down_blocks.3.norm2.gamma", "encoder.down_blocks.3.conv2.weight", "encoder.down_blocks.3.conv2.bias", "encoder.down_blocks.3.conv_shortcut.weight", "encoder.down_blocks.3.conv_shortcut.bias", "encoder.down_blocks.4.norm1.gamma", "encoder.down_blocks.4.conv1.weight", "encoder.down_blocks.4.conv1.bias", "encoder.down_blocks.4.norm2.gamma", "encoder.down_blocks.4.conv2.weight", "encoder.down_blocks.4.conv2.bias", "encoder.down_blocks.5.resample.1.weight", "encoder.down_blocks.5.resample.1.bias", "encoder.down_blocks.5.time_conv.weight", "encoder.down_blocks.5.time_conv.bias", "encoder.down_blocks.6.norm1.gamma", "encoder.down_blocks.6.conv1.weight", "encoder.down_blocks.6.conv1.bias", "encoder.down_blocks.6.norm2.gamma", "encoder.down_blocks.6.conv2.weight", "encoder.down_blocks.6.conv2.bias", "encoder.down_blocks.6.conv_shortcut.weight", "encoder.down_blocks.6.conv_shortcut.bias", "encoder.down_blocks.7.norm1.gamma", "encoder.down_blocks.7.conv1.weight", "encoder.down_blocks.7.conv1.bias", "encoder.down_blocks.7.norm2.gamma", "encoder.down_blocks.7.conv2.weight", "encoder.down_blocks.7.conv2.bias", "encoder.down_blocks.8.resample.1.weight", "encoder.down_blocks.8.resample.1.bias", "encoder.down_blocks.8.time_conv.weight", "encoder.down_blocks.8.time_conv.bias", "encoder.down_blocks.9.norm1.gamma", "encoder.down_blocks.9.conv1.weight", "encoder.down_blocks.9.conv1.bias", "encoder.down_blocks.9.norm2.gamma", "encoder.down_blocks.9.conv2.weight", "encoder.down_blocks.9.conv2.bias", "encoder.down_blocks.10.norm1.gamma", "encoder.down_blocks.10.conv1.weight", "encoder.down_blocks.10.conv1.bias", "encoder.down_blocks.10.norm2.gamma", "encoder.down_blocks.10.conv2.weight", "encoder.down_blocks.10.conv2.bias", "encoder.mid_block.attentions.0.norm.gamma", "encoder.mid_block.attentions.0.to_qkv.weight", "encoder.mid_block.attentions.0.to_qkv.bias", "encoder.mid_block.attentions.0.proj.weight", "encoder.mid_block.attentions.0.proj.bias", "encoder.mid_block.resnets.0.norm1.gamma", "encoder.mid_block.resnets.0.conv1.weight", "encoder.mid_block.resnets.0.conv1.bias", "encoder.mid_block.resnets.0.norm2.gamma", "encoder.mid_block.resnets.0.conv2.weight", "encoder.mid_block.resnets.0.conv2.bias", "encoder.mid_block.resnets.1.norm1.gamma", "encoder.mid_block.resnets.1.conv1.weight", "encoder.mid_block.resnets.1.conv1.bias", "encoder.mid_block.resnets.1.norm2.gamma", "encoder.mid_block.resnets.1.conv2.weight", "encoder.mid_block.resnets.1.conv2.bias", "encoder.norm_out.gamma", "encoder.conv_out.weight", "encoder.conv_out.bias", "quant_conv.weight", "quant_conv.bias", "post_quant_conv.weight", "post_quant_conv.bias", "decoder.conv_in.weight", "decoder.conv_in.bias", "decoder.mid_block.attentions.0.norm.gamma", "decoder.mid_block.attentions.0.to_qkv.weight", "decoder.mid_block.attentions.0.to_qkv.bias", "decoder.mid_block.attentions.0.proj.weight", "decoder.mid_block.attentions.0.proj.bias", "decoder.mid_block.resnets.0.norm1.gamma", "decoder.mid_block.resnets.0.conv1.weight", "decoder.mid_block.resnets.0.conv1.bias", "decoder.mid_block.resnets.0.norm2.gamma", "decoder.mid_block.resnets.0.conv2.weight", "decoder.mid_block.resnets.0.conv2.bias", "decoder.mid_block.resnets.1.norm1.gamma", "decoder.mid_block.resnets.1.conv1.weight", "decoder.mid_block.resnets.1.conv1.bias", "decoder.mid_block.resnets.1.norm2.gamma", "decoder.mid_block.resnets.1.conv2.weight", "decoder.mid_block.resnets.1.conv2.bias", "decoder.up_blocks.0.resnets.0.norm1.gamma", "decoder.up_blocks.0.resnets.0.conv1.weight", "decoder.up_blocks.0.resnets.0.conv1.bias", "decoder.up_blocks.0.resnets.0.norm2.gamma", "decoder.up_blocks.0.resnets.0.conv2.weight", "decoder.up_blocks.0.resnets.0.conv2.bias", "decoder.up_blocks.0.resnets.1.norm1.gamma", "decoder.up_blocks.0.resnets.1.conv1.weight", "decoder.up_blocks.0.resnets.1.conv1.bias", "decoder.up_blocks.0.resnets.1.norm2.gamma", "decoder.up_blocks.0.resnets.1.conv2.weight", "decoder.up_blocks.0.resnets.1.conv2.bias", "decoder.up_blocks.0.resnets.2.norm1.gamma", "decoder.up_blocks.0.resnets.2.conv1.weight", "decoder.up_blocks.0.resnets.2.conv1.bias", "decoder.up_blocks.0.resnets.2.norm2.gamma", "decoder.up_blocks.0.resnets.2.conv2.weight", "decoder.up_blocks.0.resnets.2.conv2.bias", "decoder.up_blocks.0.upsamplers.0.resample.1.weight", "decoder.up_blocks.0.upsamplers.0.resample.1.bias", "decoder.up_blocks.0.upsamplers.0.time_conv.weight", "decoder.up_blocks.0.upsamplers.0.time_conv.bias", "decoder.up_blocks.1.resnets.0.norm1.gamma", "decoder.up_blocks.1.resnets.0.conv1.weight", "decoder.up_blocks.1.resnets.0.conv1.bias", "decoder.up_blocks.1.resnets.0.norm2.gamma", "decoder.up_blocks.1.resnets.0.conv2.weight", "decoder.up_blocks.1.resnets.0.conv2.bias", "decoder.up_blocks.1.resnets.0.conv_shortcut.weight", "decoder.up_blocks.1.resnets.0.conv_shortcut.bias", "decoder.up_blocks.1.resnets.1.norm1.gamma", "decoder.up_blocks.1.resnets.1.conv1.weight", "decoder.up_blocks.1.resnets.1.conv1.bias", "decoder.up_blocks.1.resnets.1.norm2.gamma", "decoder.up_blocks.1.resnets.1.conv2.weight", "decoder.up_blocks.1.resnets.1.conv2.bias", "decoder.up_blocks.1.resnets.2.norm1.gamma", "decoder.up_blocks.1.resnets.2.conv1.weight", "decoder.up_blocks.1.resnets.2.conv1.bias", "decoder.up_blocks.1.resnets.2.norm2.gamma", "decoder.up_blocks.1.resnets.2.conv2.weight", "decoder.up_blocks.1.resnets.2.conv2.bias", "decoder.up_blocks.1.upsamplers.0.resample.1.weight", "decoder.up_blocks.1.upsamplers.0.resample.1.bias", "decoder.up_blocks.1.upsamplers.0.time_conv.weight", "decoder.up_blocks.1.upsamplers.0.time_conv.bias", "decoder.up_blocks.2.resnets.0.norm1.gamma", "decoder.up_blocks.2.resnets.0.conv1.weight", "decoder.up_blocks.2.resnets.0.conv1.bias", "decoder.up_blocks.2.resnets.0.norm2.gamma", "decoder.up_blocks.2.resnets.0.conv2.weight", "decoder.up_blocks.2.resnets.0.conv2.bias", "decoder.up_blocks.2.resnets.1.norm1.gamma", "decoder.up_blocks.2.resnets.1.conv1.weight", "decoder.up_blocks.2.resnets.1.conv1.bias", "decoder.up_blocks.2.resnets.1.norm2.gamma", "decoder.up_blocks.2.resnets.1.conv2.weight", "decoder.up_blocks.2.resnets.1.conv2.bias", "decoder.up_blocks.2.resnets.2.norm1.gamma", "decoder.up_blocks.2.resnets.2.conv1.weight", "decoder.up_blocks.2.resnets.2.conv1.bias", "decoder.up_blocks.2.resnets.2.norm2.gamma", "decoder.up_blocks.2.resnets.2.conv2.weight", "decoder.up_blocks.2.resnets.2.conv2.bias", "decoder.up_blocks.2.upsamplers.0.resample.1.weight", "decoder.up_blocks.2.upsamplers.0.resample.1.bias", "decoder.up_blocks.3.resnets.0.norm1.gamma", "decoder.up_blocks.3.resnets.0.conv1.weight", "decoder.up_blocks.3.resnets.0.conv1.bias", "decoder.up_blocks.3.resnets.0.norm2.gamma", "decoder.up_blocks.3.resnets.0.conv2.weight", "decoder.up_blocks.3.resnets.0.conv2.bias", "decoder.up_blocks.3.resnets.1.norm1.gamma", "decoder.up_blocks.3.resnets.1.conv1.weight", "decoder.up_blocks.3.resnets.1.conv1.bias", "decoder.up_blocks.3.resnets.1.norm2.gamma", "decoder.up_blocks.3.resnets.1.conv2.weight", "decoder.up_blocks.3.resnets.1.conv2.bias", "decoder.up_blocks.3.resnets.2.norm1.gamma", "decoder.up_blocks.3.resnets.2.conv1.weight", "decoder.up_blocks.3.resnets.2.conv1.bias", "decoder.up_blocks.3.resnets.2.norm2.gamma", "decoder.up_blocks.3.resnets.2.conv2.weight", "decoder.up_blocks.3.resnets.2.conv2.bias", "decoder.norm_out.gamma", "decoder.conv_out.weight", "decoder.conv_out.bias".
2025-10-28 17:28:36 Unexpected key(s) in state_dict: "conv1.bias", "conv1.weight", "conv2.bias", "conv2.weight", "encoder.conv1.bias", "encoder.conv1.weight", "encoder.downsamples.0.residual.0.gamma", "encoder.downsamples.0.residual.2.bias", "encoder.downsamples.0.residual.2.weight", "encoder.downsamples.0.residual.3.gamma", "encoder.downsamples.0.residual.6.bias", "encoder.downsamples.0.residual.6.weight", "encoder.downsamples.1.residual.0.gamma", "encoder.downsamples.1.residual.2.bias", "encoder.downsamples.1.residual.2.weight", "encoder.downsamples.1.residual.3.gamma", "encoder.downsamples.1.residual.6.bias", "encoder.downsamples.1.residual.6.weight", "encoder.downsamples.10.residual.0.gamma", "encoder.downsamples.10.residual.2.bias", "encoder.downsamples.10.residual.2.weight", "encoder.downsamples.10.residual.3.gamma", "encoder.downsamples.10.residual.6.bias", "encoder.downsamples.10.residual.6.weight", "encoder.downsamples.2.resample.1.bias", "encoder.downsamples.2.resample.1.weight", "encoder.downsamples.3.residual.0.gamma", "encoder.downsamples.3.residual.2.bias", "encoder.downsamples.3.residual.2.weight", "encoder.downsamples.3.residual.3.gamma", "encoder.downsamples.3.residual.6.bias", "encoder.downsamples.3.residual.6.weight", "encoder.downsamples.3.shortcut.bias", "encoder.downsamples.3.shortcut.weight", "encoder.downsamples.4.residual.0.gamma", "encoder.downsamples.4.residual.2.bias", "encoder.downsamples.4.residual.2.weight", "encoder.downsamples.4.residual.3.gamma", "encoder.downsamples.4.residual.6.bias", "encoder.downsamples.4.residual.6.weight", "encoder.downsamples.5.resample.1.bias", "encoder.downsamples.5.resample.1.weight", "encoder.downsamples.5.time_conv.bias", "encoder.downsamples.5.time_conv.weight", "encoder.downsamples.6.residual.0.gamma", "encoder.downsamples.6.residual.2.bias", "encoder.downsamples.6.residual.2.weight", "encoder.downsamples.6.residual.3.gamma", "encoder.downsamples.6.residual.6.bias", "encoder.downsamples.6.residual.6.weight", "encoder.downsamples.6.shortcut.bias", "encoder.downsamples.6.shortcut.weight", "encoder.downsamples.7.residual.0.gamma", "encoder.downsamples.7.residual.2.bias", "encoder.downsamples.7.residual.2.weight", "encoder.downsamples.7.residual.3.gamma", "encoder.downsamples.7.residual.6.bias", "encoder.downsamples.7.residual.6.weight", "encoder.downsamples.8.resample.1.bias", "encoder.downsamples.8.resample.1.weight", "encoder.downsamples.8.time_conv.bias", "encoder.downsamples.8.time_conv.weight", "encoder.downsamples.9.residual.0.gamma", "encoder.downsamples.9.residual.2.bias", "encoder.downsamples.9.residual.2.weight", "encoder.downsamples.9.residual.3.gamma", "encoder.downsamples.9.residual.6.bias", "encoder.downsamples.9.residual.6.weight", "encoder.head.0.gamma", "encoder.head.2.bias", "encoder.head.2.weight", "encoder.middle.0.residual.0.gamma", "encoder.middle.0.residual.2.bias", "encoder.middle.0.residual.2.weight", "encoder.middle.0.residual.3.gamma", "encoder.middle.0.residual.6.bias", "encoder.middle.0.residual.6.weight", "encoder.middle.1.norm.gamma", "encoder.middle.1.proj.bias", "encoder.middle.1.proj.weight", "encoder.middle.1.to_qkv.bias", "encoder.middle.1.to_qkv.weight", "encoder.middle.2.residual.0.gamma", "encoder.middle.2.residual.2.bias", "encoder.middle.2.residual.2.weight", "encoder.middle.2.residual.3.gamma", "encoder.middle.2.residual.6.bias", "encoder.middle.2.residual.6.weight", "decoder.conv1.bias", "decoder.conv1.weight", "decoder.head.0.gamma", "decoder.head.2.bias", "decoder.head.2.weight", "decoder.middle.0.residual.0.gamma", "decoder.middle.0.residual.2.bias", "decoder.middle.0.residual.2.weight", "decoder.middle.0.residual.3.gamma", "decoder.middle.0.residual.6.bias", "decoder.middle.0.residual.6.weight", "decoder.middle.1.norm.gamma", "decoder.middle.1.proj.bias", "decoder.middle.1.proj.weight", "decoder.middle.1.to_qkv.bias", "decoder.middle.1.to_qkv.weight", "decoder.middle.2.residual.0.gamma", "decoder.middle.2.residual.2.bias", "decoder.middle.2.residual.2.weight", "decoder.middle.2.residual.3.gamma", "decoder.middle.2.residual.6.bias", "decoder.middle.2.residual.6.weight", "decoder.upsamples.0.residual.0.gamma", "decoder.upsamples.0.residual.2.bias", "decoder.upsamples.0.residual.2.weight", "decoder.upsamples.0.residual.3.gamma", "decoder.upsamples.0.residual.6.bias", "decoder.upsamples.0.residual.6.weight", "decoder.upsamples.1.residual.0.gamma", "decoder.upsamples.1.residual.2.bias", "decoder.upsamples.1.residual.2.weight", "decoder.upsamples.1.residual.3.gamma", "decoder.upsamples.1.residual.6.bias", "decoder.upsamples.1.residual.6.weight", "decoder.upsamples.10.residual.0.gamma", "decoder.upsamples.10.residual.2.bias", "decoder.upsamples.10.residual.2.weight", "decoder.upsamples.10.residual.3.gamma", "decoder.upsamples.10.residual.6.bias", "decoder.upsamples.10.residual.6.weight", "decoder.upsamples.11.resample.1.bias", "decoder.upsamples.11.resample.1.weight", "decoder.upsamples.12.residual.0.gamma", "decoder.upsamples.12.residual.2.bias", "decoder.upsamples.12.residual.2.weight", "decoder.upsamples.12.residual.3.gamma", "decoder.upsamples.12.residual.6.bias", "decoder.upsamples.12.residual.6.weight", "decoder.upsamples.13.residual.0.gamma", "decoder.upsamples.13.residual.2.bias", "decoder.upsamples.13.residual.2.weight", "decoder.upsamples.13.residual.3.gamma", "decoder.upsamples.13.residual.6.bias", "decoder.upsamples.13.residual.6.weight", "decoder.upsamples.14.residual.0.gamma", "decoder.upsamples.14.residual.2.bias", "decoder.upsamples.14.residual.2.weight", "decoder.upsamples.14.residual.3.gamma", "decoder.upsamples.14.residual.6.bias", "decoder.upsamples.14.residual.6.weight", "decoder.upsamples.2.residual.0.gamma", "decoder.upsamples.2.residual.2.bias", "decoder.upsamples.2.residual.2.weight", "decoder.upsamples.2.residual.3.gamma", "decoder.upsamples.2.residual.6.bias", "decoder.upsamples.2.residual.6.weight", "decoder.upsamples.3.resample.1.bias", "decoder.upsamples.3.resample.1.weight", "decoder.upsamples.3.time_conv.bias", "decoder.upsamples.3.time_conv.weight", "decoder.upsamples.4.residual.0.gamma", "decoder.upsamples.4.residual.2.bias", "decoder.upsamples.4.residual.2.weight", "decoder.upsamples.4.residual.3.gamma", "decoder.upsamples.4.residual.6.bias", "decoder.upsamples.4.residual.6.weight", "decoder.upsamples.4.shortcut.bias", "decoder.upsamples.4.shortcut.weight", "decoder.upsamples.5.residual.0.gamma", "decoder.upsamples.5.residual.2.bias", "decoder.upsamples.5.residual.2.weight", "decoder.upsamples.5.residual.3.gamma", "decoder.upsamples.5.residual.6.bias", "decoder.upsamples.5.residual.6.weight", "decoder.upsamples.6.residual.0.gamma", "decoder.upsamples.6.residual.2.bias", "decoder.upsamples.6.residual.2.weight", "decoder.upsamples.6.residual.3.gamma", "decoder.upsamples.6.residual.6.bias", "decoder.upsamples.6.residual.6.weight", "decoder.upsamples.7.resample.1.bias", "decoder.upsamples.7.resample.1.weight", "decoder.upsamples.7.time_conv.bias", "decoder.upsamples.7.time_conv.weight", "decoder.upsamples.8.residual.0.gamma", "decoder.upsamples.8.residual.2.bias", "decoder.upsamples.8.residual.2.weight", "decoder.upsamples.8.residual.3.gamma", "decoder.upsamples.8.residual.6.bias", "decoder.upsamples.8.residual.6.weight", "decoder.upsamples.9.residual.0.gamma", "decoder.upsamples.9.residual.2.bias", "decoder.upsamples.9.residual.2.weight", "decoder.upsamples.9.residual.3.gamma", "decoder.upsamples.9.residual.6.bias", "decoder.upsamples.9.residual.6.weight".
2025-10-28 17:28:37
[ERROR] 命令执行失败，返回码: 1
然后第2步居然还成功了。