OSError: Can't load config for 'prithivida/grammar_error_correcter'

[Noman dilawar]

Hi, I have been using your code for the last few days. Suddenly, it started to crash.

Have a look at the code and error given below:

Code (Link: https://huggingface.co/prithivida/grammar_error_correcter_v1):

from gramformer import Gramformer
import torch

def set_seed(seed):
  torch.manual_seed(seed)
  if torch.cuda.is_available():
    torch.cuda.manual_seed_all(seed)

set_seed(1212)


gf = Gramformer(models = 2, use_gpu=False) # 0=detector, 1=highlighter, 2=corrector, 3=all 

influent_sentences = [
    "Matt like fish",
    "the collection of letters was original used by the ancient Romans",
    "We enjoys horror movies",
    "Anna and Mike is going skiing",
    "I walk to the store and I bought milk",
    "We all eat the fish and then made dessert",
    "I will eat fish for dinner and drank milk",
    "what be the reason for everyone leave the company",
]   

for influent_sentence in influent_sentences:
    corrected_sentence = gf.correct(influent_sentence)
    print("[Input] ", influent_sentence)
    print("[Correction] ",corrected_sentence[0])
    print("-" *100)

Error

404 Client Error: Not Found for url: https://huggingface.co/prithivida/grammar_error_correcter/resolve/main/config.json
---------------------------------------------------------------------------
HTTPError                                 Traceback (most recent call last)
/usr/local/lib/python3.7/dist-packages/transformers/configuration_utils.py in get_config_dict(cls, pretrained_model_name_or_path, **kwargs)
    491                 use_auth_token=use_auth_token,
--> 492                 user_agent=user_agent,
    493             )

7 frames
/usr/local/lib/python3.7/dist-packages/transformers/file_utils.py in cached_path(url_or_filename, cache_dir, force_download, proxies, resume_download, user_agent, extract_compressed_file, force_extract, use_auth_token, local_files_only)
   1278             use_auth_token=use_auth_token,
-> 1279             local_files_only=local_files_only,
   1280         )

/usr/local/lib/python3.7/dist-packages/transformers/file_utils.py in get_from_cache(url, cache_dir, force_download, proxies, etag_timeout, resume_download, user_agent, use_auth_token, local_files_only)
   1441             r = requests.head(url, headers=headers, allow_redirects=False, proxies=proxies, timeout=etag_timeout)
-> 1442             r.raise_for_status()
   1443             etag = r.headers.get("X-Linked-Etag") or r.headers.get("ETag")

/usr/local/lib/python3.7/dist-packages/requests/models.py in raise_for_status(self)
    942         if http_error_msg:
--> 943             raise HTTPError(http_error_msg, response=self)
    944 

HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/prithivida/grammar_error_correcter/resolve/main/config.json

During handling of the above exception, another exception occurred:

OSError                                   Traceback (most recent call last)
<ipython-input-10-0f43e537fe87> in <module>
     10 
     11 
---> 12 gf = Gramformer(models = 2, use_gpu=False) # 0=detector, 1=highlighter, 2=corrector, 3=all
     13 
     14 influent_sentences = [

/usr/local/lib/python3.7/dist-packages/gramformer/gramformer.py in __init__(self, models, use_gpu)
     14 
     15     if models == 2:
---> 16         self.correction_tokenizer = AutoTokenizer.from_pretrained(correction_model_tag)
     17         self.correction_model     = AutoModelForSeq2SeqLM.from_pretrained(correction_model_tag)
     18         self.correction_model     = self.correction_model.to(device)

/usr/local/lib/python3.7/dist-packages/transformers/models/auto/tokenization_auto.py in from_pretrained(cls, pretrained_model_name_or_path, *inputs, **kwargs)
    400         kwargs["_from_auto"] = True
    401         if not isinstance(config, PretrainedConfig):
--> 402             config = AutoConfig.from_pretrained(pretrained_model_name_or_path, **kwargs)
    403 
    404         use_fast = kwargs.pop("use_fast", True)

/usr/local/lib/python3.7/dist-packages/transformers/models/auto/configuration_auto.py in from_pretrained(cls, pretrained_model_name_or_path, **kwargs)
    428         """
    429         kwargs["_from_auto"] = True
--> 430         config_dict, _ = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
    431         if "model_type" in config_dict:
    432             config_class = CONFIG_MAPPING[config_dict["model_type"]]

/usr/local/lib/python3.7/dist-packages/transformers/configuration_utils.py in get_config_dict(cls, pretrained_model_name_or_path, **kwargs)
    502                 f"- or '{pretrained_model_name_or_path}' is the correct path to a directory containing a {CONFIG_NAME} file\n\n"
    503             )
--> 504             raise EnvironmentError(msg)
    505 
    506         except json.JSONDecodeError:

OSError: Can't load config for 'prithivida/grammar_error_correcter'. Make sure that:

- 'prithivida/grammar_error_correcter' is a correct model identifier listed on 'https://huggingface.co/models'

- or 'prithivida/grammar_error_correcter' is the correct path to a directory containing a config.json file
![Screenshot from 2021-07-01 18-36-07](https://user-images.githubusercontent.com/4704211/124133526-5a9da900-da9b-11eb-9733-61df46ab01e1.png)

Possible Solution:

Rename this link from: https://huggingface.co/prithivida/grammar_error_correcter/ to: https://huggingface.co/prithivida/grammar_error_correcter_v1/

Please help me fix this. thank you

[Prithivida]

That's by design

'prithivida/grammar_error_correcter' is not available anymore. Check the read me.

You can do the following either manually change the model tag to
'prithivida/grammar_error_correcter_v1'

Or do a brand new install of the Gramformer in a new virtual environment or conda env.