一、问题发生
1.在我额外安装预处理器时报错
意思是没办法找到有这么一个包（但我已经把这个包扔进去了）
完整报错：
Failed to find S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\extensions\sd-webui-controlnet\annotator\downloads\hand_refiner\hr16/ControlNet-HandRefiner-pruned\hrnetv2_w64_imagenet_pretrained.pth.
Downloading from huggingface.co
'HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /hr16/ControlNet-HandRefiner-pruned/resolve/main/hrnetv2_w64_imagenet_pretrained.pth (Caused by ConnectTimeoutError(<urllib3.connection.HTTPSConnection object at 0x000001B68B6B5930>, 'Connection to huggingface.co timed out. (connect timeout=100)'))' thrown while requesting HEAD https://huggingface.co/hr16/ControlNet-HandRefiner-pruned/resolve/main/hrnetv2_w64_imagenet_pretrained.pth
WARNING:huggingface_hub.utils._http:'HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /hr16/ControlNet-HandRefiner-pruned/resolve/main/hrnetv2_w64_imagenet_pretrained.pth (Caused by ConnectTimeoutError(<urllib3.connection.HTTPSConnection object at 0x000001B68B6B5930>, 'Connection to huggingface.co timed out. (connect timeout=100)'))' thrown while requesting HEAD https://huggingface.co/hr16/ControlNet-HandRefiner-pruned/resolve/main/hrnetv2_w64_imagenet_pretrained.pth
Traceback (most recent call last):
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\python\lib\site-packages\gradio\routes.py", line 488, in run_predict
output = await app.get_blocks().process_api(
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\python\lib\site-packages\gradio\blocks.py", line 1431, in process_api
result = await self.call_function(
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\python\lib\site-packages\gradio\blocks.py", line 1103, in call_function
prediction = await anyio.to_thread.run_sync(
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\python\lib\site-packages\anyio\to_thread.py", line 31, in run_sync
return await get_asynclib().run_sync_in_worker_thread(
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\python\lib\site-packages\anyio\_backends\_asyncio.py", line 937, in run_sync_in_worker_thread
return await future
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\python\lib\site-packages\anyio\_backends\_asyncio.py", line 867, in run
result = context.run(func, *args)
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\python\lib\site-packages\gradio\utils.py", line 707, in wrapper
response = f(*args, **kwargs)
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\extensions\sd-webui-controlnet\scripts\controlnet_ui\controlnet_ui_group.py", line 939, in run_annotator
result = preprocessor.cached_call(
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\extensions\sd-webui-controlnet\scripts\utils.py", line 81, in decorated_func
return cached_func(*args, **kwargs)
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\extensions\sd-webui-controlnet\scripts\utils.py", line 65, in cached_func
return func(*args, **kwargs)
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\extensions\sd-webui-controlnet\scripts\supported_preprocessor.py", line 172, in cached_call
return self(*args, **kwargs)
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\extensions\sd-webui-controlnet\scripts\preprocessor\legacy\legacy_preprocessors.py", line 97, in __call__
result, is_image = self.call_function(
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\extensions\sd-webui-controlnet\scripts\preprocessor\legacy\processor.py", line 793, in run_model
self.load_model()
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\extensions\sd-webui-controlnet\scripts\preprocessor\legacy\processor.py", line 779, in load_model
self.model = MeshGraphormerDetector.from_pretrained(
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\python\lib\site-packages\hand_refiner\__init__.py", line 15, in from_pretrained
args.hrnet_checkpoint = custom_hf_download(pretrained_model_or_path, hrnet_filename, cache_dir)
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\python\lib\site-packages\hand_refiner\util.py", line 178, in custom_hf_download
model_path = hf_hub_download(repo_id=pretrained_model_or_path,
File "<enhanced_experience patches.hfmirror.huggingface_hub>", line 52, in hf_hub_download_wrapper_inner
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\python\lib\site-packages\huggingface_hub\utils\_validators.py", line 120, in _inner_fn
return fn(*args, **kwargs)
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\python\lib\site-packages\huggingface_hub\file_download.py", line 1291, in hf_hub_download
raise LocalEntryNotFoundError(
huggingface_hub.utils._errors.LocalEntryNotFoundError: Connection error, and we cannot find the requested files in the disk cache. Please try again or make sure your Internet connection is on.
2.问题原因
看看这里，为什么反斜杠突然变成了 “/” ？
这种路径能找到才怪了
二、解决办法
1.寻找报错位置
抛出异常：
能看到是在这个 hf_hub_download 函数中抛出的异常。
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\python\lib\site-packages\huggingface_hub\file_download.py", line 1291, in hf_hub_download
raise LocalEntryNotFoundError(
继续寻找：
可以看到这个函数 _inner_fn，它很有可能是一个 inner_wrapper
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\python\lib\site-packages\huggingface_hub\utils\_validators.py", line 120, in _inner_fn
return fn(*args, **kwargs)
继续寻找：
果然，我们看到了一个 增强函数 “hf_hub_download_wrapper_inner”
File "<enhanced_experience patches.hfmirror.huggingface_hub>", line 52, in hf_hub_download_wrapper_inner
继续寻找：
我们发现了要寻找的包含 “路径”参数 的第一个函数 hf_hub_download
接下来直奔这个文件，寻找此函数，能够清晰看到它使用了 “ / ” 作为 split 分隔
File "S:\app_AI\stableDiffusion-webui-aki\sd-webui-aki-v4.8\python\lib\site-packages\hand_refiner\util.py", line 178, in custom_hf_download
model_path = hf_hub_download(repo_id=pretrained_model_or_path,
2.开始解决
更改 “ / ” 为 “ \\”，即可解决问题（转义字符，必须来两个 \ ，不用我说了吧）
如图所示：
