如何手动安装模型 How to install a model manually

[Coloured-glaze]

My server is not able to download the models from huggingface, so I need to install the models manually.
I would like to know where the model files should be placed, thank you very much.

[RoelKluin]

It's in a subfolder of 'stable-diffusion-webui/models'. I cannot check right now where exactly, but See here

For the WaifuDiffusionInterrogator this line. The shared.models_path is 'stable-diffusion-webui/models'.

Edit: corrected path

[Coloured-glaze]

When I rolled back the commit to 66b7724 and used wd14-swinv2-v2 it successfully loaded the model

[RoelKluin]

Do you expect access to huggingface? (Edit: I mean to ask: is it possible on your device?) Does the roll back mean you were able to load an existing model from a past configuration? part of the ML change #6 was a change of names, which may have this as side effect, not sure.

[picobyte]

When I rolled back the commit to 66b7724 and used wd14-swinv2-v2 it successfully loaded the model

If you really need to go back that far to get it working again, I'd say related changes occurred in this one. It was not working in v1.0.0?

[WSH032]

For some reason, Chinese users need to use a proxy to access huggingface, which means that most of the time hf_hub_download() cannot work properly.
Compared to the previous version, the download directory of the model has indeed changed. It means that need download model again.

[WSH032]

OK, I see. I guess I kown why.

Do not specify the cache_dir parameter, leave it to the user to set it through environment variables.
Set local_dir to mdir.

hf_hub_download(
    self.repo_id,
    self.model_path,
    local_dir=mdir
)

[picobyte]

Ok, did that. This originates from f47d5da, please let me know if this fixed it for you.

[WSH032]

@picobyte
Something wrong. Need to set different local_dir for different models.

[picobyte]

我明白你的意思，下载错过了顶级目录并且正在相互覆盖。
I see what you mean, the downloads miss the top directory and are overwriting one another, also for my last few.

json_pp < model.json | tail -n 21
   {
      "model_path" : "~/stable-diffusion-webui/models/interrogators/models--SmilingWolf--wd-v1-4-vit-tagger-v2/snapshots/1f3f3e8ae769634e31e1ef696df11ec37493e4f2/model.onnx",
      "name" : "WD14 ViT v2",
      "tags_path" : "~/stable-diffusion-webui/models/interrogators/models--SmilingWolf--wd-v1-4-vit-tagger-v2/snapshots/1f3f3e8ae769634e31e1ef696df11ec37493e4f2/selected_tags.csv"
   },

   {
      "model_path" : "~/stable-diffusion-webui/models/interrogators/model.onnx",
      "name" : "WD14 ConvNeXTV2 v1",
      "tags_path" : "~/stable-diffusion-webui/models/interrogators/selected_tags.csv"
   }
]

It seems there used to be a 'models/' + repo_id with slashes replaced with double dashes.

[WSH032]

Edit:
If use cache_dir instead of local_dir like before, everything will work fine, but the user cannot manually download the model to use.
By explicitly specifying local_dir (the location where the file is stored), the user can place their own model file, instead of using hf_hub_download to download.

---

~/stable-diffusion-webui/models/interrogators/models--SmilingWolf--wd-v1-4-vit-tagger-v2/snapshots/1f3f3e8ae769634e31e1ef696df11ec37493e4f2/model.onnx

It is from the huggingface cache cacha_dir.

---

~/stable-diffusion-webui/models/interrogators/model.onnx

This is the file we need to use, you can get it by setting local_dir.

[picobyte]

We can place the 'models/' + repo_id with slashes replaced with double dashes in there manually if it's not already there.

[WSH032]

Do you mean, using cache_dir.

If the user needs to use their own model, they can manually place it in the models–SmilingWolf–wd-v1-4-vit-tagger-v2/snapshots/1f3f3e8ae769634e31e1ef696df11ec37493e4f2/ directory?

---

Or do you mean, using local_dir, but keeping the top directory name similar to models–SmilingWolf–wd-v1-4-vit-tagger-v2?

[picobyte]

I meant this

def download(self) -> None:
        dashed_part = 'models--' + '--'.join(self.repo_id.split('/'))
        mdir = Path(shared.models_path, 'interrogators', dashed_part)
        ...
        model_path = hf_hub_download(
                repo_id=self.repo_id,
                filename=self.model_path,
                local_dir=mdir)

but I have to check, mdir is also used for model.json