SquadForBERTTensorizer.ConfigΒΆ
Component: SquadForBERTTensorizer
-
class
SquadForBERTTensorizer.
Config
[source] Bases:
BERTTensorizer.Config
All Attributes (including base classes)
- is_input: bool =
True
- columns: list[str] =
['question', 'doc']
- tokenizer: Tokenizer.Config = WordPieceTokenizer.Config()
- base_tokenizer: Optional[Tokenizer.Config] =
None
- vocab_file: str =
'manifold://nlp_technologies/tree/huggingface-models/bert-base-uncased/vocab.txt'
- max_seq_len: int =
256
- answers_column: str =
'answers'
- answer_starts_column: str =
'answer_starts'
- Subclasses
SquadForBERTTensorizerForKD.Config
Default JSON
{
"is_input": true,
"columns": [
"question",
"doc"
],
"tokenizer": {
"WordPieceTokenizer": {
"basic_tokenizer": {
"split_regex": "\\s+",
"lowercase": true,
"use_byte_offsets": false
},
"wordpiece_vocab_path": "manifold://nlp_technologies/tree/huggingface-models/bert-base-uncased/vocab.txt"
}
},
"base_tokenizer": null,
"vocab_file": "manifold://nlp_technologies/tree/huggingface-models/bert-base-uncased/vocab.txt",
"max_seq_len": 256,
"answers_column": "answers",
"answer_starts_column": "answer_starts"
}