ModelInput

class pytext.models.query_document_pairwise_ranking_model.ModelInput

Bases: ModelInput

All Attributes (including base classes)

pos_response: TokenTensorizer.Config = TokenTensorizer.Config(column='pos_response')

neg_response: TokenTensorizer.Config = TokenTensorizer.Config(column='neg_response')

query: TokenTensorizer.Config = TokenTensorizer.Config(column='query')

Default JSON

{
    "pos_response": {
        "is_input": true,
        "column": "pos_response",
        "tokenizer": {
            "Tokenizer": {
                "split_regex": "\\s+",
                "lowercase": true,
                "use_byte_offsets": false
            }
        },
        "add_bos_token": false,
        "add_eos_token": false,
        "use_eos_token_for_bos": false,
        "max_seq_len": null,
        "vocab": {
            "build_from_data": true,
            "size_from_data": 0,
            "min_counts": 0,
            "vocab_files": []
        },
        "vocab_file_delimiter": " "
    },
    "neg_response": {
        "is_input": true,
        "column": "neg_response",
        "tokenizer": {
            "Tokenizer": {
                "split_regex": "\\s+",
                "lowercase": true,
                "use_byte_offsets": false
            }
        },
        "add_bos_token": false,
        "add_eos_token": false,
        "use_eos_token_for_bos": false,
        "max_seq_len": null,
        "vocab": {
            "build_from_data": true,
            "size_from_data": 0,
            "min_counts": 0,
            "vocab_files": []
        },
        "vocab_file_delimiter": " "
    },
    "query": {
        "is_input": true,
        "column": "query",
        "tokenizer": {
            "Tokenizer": {
                "split_regex": "\\s+",
                "lowercase": true,
                "use_byte_offsets": false
            }
        },
        "add_bos_token": false,
        "add_eos_token": false,
        "use_eos_token_for_bos": false,
        "max_seq_len": null,
        "vocab": {
            "build_from_data": true,
            "size_from_data": 0,
            "min_counts": 0,
            "vocab_files": []
        },
        "vocab_file_delimiter": " "
    }
}