Обучение чутью Небольшое количество попыток обучения модели приводит к ошибке ОС, связанной с загрузкой модели

Question

Когда я создаю модель обучения с несколькими выстрелами путем точной настройки tars-base, модель вылетает после обучения без сохранения на локальном диске, как это должно быть. Обучение завершило все эпохи перед сбоем. Тот же код работал и раньше.

Код:

      # 1. what label do you want to predict?
label_type = 'label'

# 2. make a label dictionary
label_dict = corpus.make_label_dictionary(label_type=label_type)

# 3. start from our existing TARS base model for English
tars = TARSClassifier.load("tars-base")

# 4. switch to a new task (TARS can do multiple tasks so you must define one)
tars.add_and_switch_to_new_task(task_name="classification",
                                label_dictionary=label_dict,
                                label_type=label_type,
                                )

# 5. initialize the text classifier trainer
trainer = ModelTrainer(tars, corpus)

# 6. start the training
trainer.train(base_path='../example_data/models/few_shot_model_flair',  # path to store the model artifacts
              learning_rate=0.02,  # use very small learning rate
              mini_batch_size=1,
              max_epochs=20,  # terminate after 20 epochs
              patience=1
              )

Ошибка:

      HTTPError                                 Traceback (most recent call last)
File ~/Documents/env/lib/python3.9/site-packages/huggingface_hub/utils/_errors.py:213, in hf_raise_for_status(response, endpoint_name)
    212 try:
--> 213     response.raise_for_status()
    214 except HTTPError as e:

File ~/Documents/env/lib/python3.9/site-packages/requests/models.py:1021, in Response.raise_for_status(self)
   1020 if http_error_msg:
-> 1021     raise HTTPError(http_error_msg, response=self)

HTTPError: 401 Client Error: Unauthorized for url: https://huggingface.co/None/resolve/main/tokenizer_config.json

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

RepositoryNotFoundError                   Traceback (most recent call last)
File ~/Documents/env/lib/python3.9/site-packages/transformers/utils/hub.py:409, 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)
    407 try:
    408     # Load from URL or cache if already cached
--> 409     resolved_file = hf_hub_download(
    410         path_or_repo_id,
    411         filename,
    412         subfolder=None if len(subfolder) == 0 else subfolder,
    413         revision=revision,
    414         cache_dir=cache_dir,
...
    434         f"'https://huggingface.co/{path_or_repo_id}' for available revisions."
    435     )

OSError: None 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`.

Чутье 0.12.1

Питорч 1.13.1

Трансформеры 4.25.1