code stringlengths 3 6.57k |
|---|
kwargs.pop("num_labels", None) |
dict((int(key) |
self.id2label.items() |
kwargs.pop("num_labels", 2) |
isinstance(self.torch_dtype, str) |
is_torch_available() |
getattr(torch, self.torch_dtype) |
kwargs.pop("tokenizer_class", None) |
kwargs.pop("prefix", None) |
kwargs.pop("bos_token_id", None) |
kwargs.pop("pad_token_id", None) |
kwargs.pop("eos_token_id", None) |
kwargs.pop("sep_token_id", None) |
kwargs.pop("decoder_start_token_id", None) |
kwargs.pop("task_specific_params", None) |
kwargs.pop("problem_type", None) |
kwargs.pop("xla_device", None) |
str(kwargs.pop("name_or_path", "") |
kwargs.pop("transformers_version", None) |
kwargs.get("gradient_checkpointing", False) |
model.gradient_checkpointing_enable() |
kwargs.items() |
setattr(self, key, value) |
logger.error(f"Can't set {key} with value {value} for {self}") |
name_or_path(self) |
name_or_path(self, value) |
str(value) |
string (for JSON encoding) |
use_return_dict(self) |
num_labels(self) |
len(self.id2label) |
num_labels(self, num_labels: int) |
hasattr(self, "id2label") |
len(self.id2label) |
range(num_labels) |
dict(zip(self.id2label.values() |
self.id2label.keys() |
save_pretrained(self, save_directory: Union[str, os.PathLike], push_to_hub: bool = False, **kwargs) |
save_directory (:obj:`str` or :obj:`os.PathLike`) |
saved (will be created if it does not exist) |
push_to_hub (:obj:`bool`, `optional`, defaults to :obj:`False`) |
os.path.isfile(save_directory) |
AssertionError(f"Provided path ({save_directory}) |
kwargs.pop("commit_message", None) |
self._create_or_get_repo(save_directory, **kwargs) |
os.makedirs(save_directory, exist_ok=True) |
os.path.join(save_directory, CONFIG_NAME) |
self.to_json_file(output_config_file, use_diff=True) |
logger.info(f"Configuration saved in {output_config_file}") |
self._push_to_hub(repo, commit_message=commit_message) |
logger.info(f"Configuration pushed to the hub in this commit: {url}") |
from_pretrained(cls, pretrained_model_name_or_path: Union[str, os.PathLike], **kwargs) |
pretrained_model_name_or_path (:obj:`str` or :obj:`os.PathLike`) |
cache_dir (:obj:`str` or :obj:`os.PathLike`, `optional`) |
force_download (:obj:`bool`, `optional`, defaults to :obj:`False`) |
to (re-) |
resume_download (:obj:`bool`, `optional`, defaults to :obj:`False`) |
proxies (:obj:`Dict[str, str]`, `optional`) |
use_auth_token (:obj:`str` or `bool`, `optional`) |
revision(:obj:`str`, `optional`, defaults to :obj:`"main"`) |
return_unused_kwargs (:obj:`bool`, `optional`, defaults to :obj:`False`) |
Tuple(config, unused_kwargs) |
kwargs (:obj:`Dict[str, Any]`, `optional`) |
BertConfig.from_pretrained('bert-base-uncased') |
BertConfig.from_pretrained('./test/saved_model/') |
config (or model) |
save_pretrained('./test/saved_model/') |
BertConfig.from_pretrained('./test/saved_model/my_configuration.json') |
BertConfig.from_pretrained('bert-base-uncased', output_attentions=True, foo=False) |
cls.get_config_dict(pretrained_model_name_or_path, **kwargs) |
hasattr(cls, "model_type") |
cls.from_dict(config_dict, **kwargs) |
pretrained_model_name_or_path (:obj:`str` or :obj:`os.PathLike`) |
dictionary(ies) |
kwargs.pop("cache_dir", None) |
kwargs.pop("force_download", False) |
kwargs.pop("resume_download", False) |
kwargs.pop("proxies", None) |
kwargs.pop("use_auth_token", None) |
kwargs.pop("local_files_only", False) |
kwargs.pop("revision", None) |
kwargs.pop("_from_pipeline", None) |
kwargs.pop("_from_auto", False) |
is_offline_mode() |
logger.info("Offline mode: forcing local_files_only=True") |
str(pretrained_model_name_or_path) |
os.path.isdir(pretrained_model_name_or_path) |
os.path.join(pretrained_model_name_or_path, CONFIG_NAME) |
os.path.isfile(pretrained_model_name_or_path) |
is_remote_url(pretrained_model_name_or_path) |
cls._dict_from_json_file(resolved_config_file) |
logger.error(err) |
identifier (branch name, a tag name, or a commit id) |
EnvironmentError(msg) |
except (json.JSONDecodeError, UnicodeDecodeError) |
EnvironmentError(msg) |
logger.info(f"loading configuration file {config_file}") |
logger.info(f"loading configuration file {config_file} from cache at {resolved_config_file}") |
from_dict(cls, config_dict: Dict[str, Any], **kwargs) |
config_dict (:obj:`Dict[str, Any]`) |
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