Can't download models weights

[dingdongyouarewrong]

When I try to run the detoxGPT model from the readme collab, it can't download detoxGPT model weights

from rudetoxifier.models.detoxGPT import detoxGPT

# if you are running the code for the first time, 
# the fine-tuned weights will be downlading, that can take time
model = detoxGPT(device)

Text error output(same as on the pic)

Loading fine-tuned weights.
---------------------------------------------------------------------------
HTTPError                                 Traceback (most recent call last)
[/usr/local/lib/python3.7/dist-packages/huggingface_hub/utils/_errors.py](https://localhost:8080/#) in hf_raise_for_status(response, endpoint_name)
    238     try:
--> 239         response.raise_for_status()
    240     except HTTPError as e:

10 frames
HTTPError: 401 Client Error: Unauthorized for url: https://huggingface.co/rugpt3_large_200/resolve/main/vocab.json

The above exception was the direct cause of the following exception:

RepositoryNotFoundError                   Traceback (most recent call last)
RepositoryNotFoundError: 401 Client Error. (Request ID: iedQ-NZbOy06HPI74u7So)

Repository Not Found for url: https://huggingface.co/rugpt3_large_200/resolve/main/vocab.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If the repo is private, make sure you are authenticated.
Invalid username or password.

During handling of the above exception, another exception occurred:

OSError                                   Traceback (most recent call last)
[/usr/local/lib/python3.7/dist-packages/transformers/utils/hub.py](https://localhost:8080/#) in cached_file(path_or_repo_id, filename, cache_dir, force_download, resume_download, proxies, use_auth_token, revision, local_files_only, subfolder, user_agent, _raise_exceptions_for_missing_entries, _raise_exceptions_for_connection_errors, _commit_hash)
    423     except RepositoryNotFoundError:
    424         raise EnvironmentError(
--> 425             f"{path_or_repo_id} is not a local folder and is not a valid model identifier "
    426             "listed on '[https://huggingface.co/models'\nIf](https://huggingface.co/models'/nIf) this is a private repository, make sure to "
    427             "pass a token having permission to this repo with `use_auth_token` or log in with "

OSError: rugpt3_large_200 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo with `use_auth_token` or log in with `huggingface-cli login` and pass `use_auth_token=True`.

the condBERT model also can not be used

import sys
sys.path.append('rudetoxifier/models/condBERT')
sys.path.append('rudetoxifier/models/condBERT/multiword')

from rudetoxifier.models.condBERT import condBERT

# if you are running the code for the first time, 
# the pre-trained weights will be downlading, that can take time
# you can try condBERT with or without fine-tuned weights
model = condBERT(device=device, from_pretrained=True)

Text error output(same as on the pic)

Downloading: 100%
133k/133k [00:00<00:00, 1.51MB/s]
Downloading: 100%
49.0/49.0 [00:00<00:00, 1.25kB/s]
Downloading: 100%
659/659 [00:00<00:00, 11.7kB/s]
Downloading: 100%
388M/388M [00:09<00:00, 40.8MB/s]
Loading fine-tuned weights.
---------------------------------------------------------------------------
FileNotFoundError                         Traceback (most recent call last)
[<ipython-input-4-6e332c8d6c21>](https://localhost:8080/#) in <module>
      8 # the pre-trained weights will be downlading, that can take time
      9 # you can try condBERT with or without fine-tuned weights
---> 10 model = condBERT(device=device, from_pretrained=True)

3 frames
[/usr/local/lib/python3.7/dist-packages/torch/serialization.py](https://localhost:8080/#) in __init__(self, name, mode)
    209 class _open_file(_opener):
    210     def __init__(self, name, mode):
--> 211         super(_open_file, self).__init__(open(name, mode))
    212 
    213     def __exit__(self, *args):

FileNotFoundError: [Errno 2] No such file or directory: 'ru_cond_bert_geotrend/checkpoint-9000/pytorch_model.bin'

[dardem]

Hello!

Thank you for the interest in the work.

About condBERT -- apparently, Colab forbids now to download files more than 1Gb with command line. There is a full link to the condBERT weight's:
https://drive.google.com/file/d/1z5UlXYpZPBC0hlP6W8EMdcgCZmpO5lPg/view?usp=share_link

you can upload and unzip the weights in your working folder by yourself.

[dardem]

About ruGPT3 model for texts detoxification -- unfortunately, the weights for this model are lost. I can recommend to use our new model with way better performance: https://huggingface.co/SkolkovoInstitute/ruT5-base-detox
The example of the usage you can find here: https://github.com/s-nlp/russe_detox_2022/tree/main/baselines/t5