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{
"model": {
"_ltp_target_": "ltp_core.models.ltp_model.LTPModule",
"backbone": {
"_ltp_target_": "ltp_core.models.utils.load_transformers",
"config": {
"output_attentions": false,
"output_hidden_states": false,
"use_cache": true,
"torchscript": false,
"use_bfloat16": false,
"pruned_heads": {},
"is_encoder_decoder": false,
"is_decoder": false,
"max_length": 20,
"min_length": 0,
"do_sample": false,
"early_stopping": false,
"num_beams": 1,
"temperature": 1.0,
"top_k": 50,
"top_p": 1.0,
"repetition_penalty": 1.0,
"length_penalty": 1.0,
"no_repeat_ngram_size": 0,
"bad_words_ids": null,
"num_return_sequences": 1,
"architectures": null,
"finetuning_task": null,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"prefix": null,
"bos_token_id": null,
"pad_token_id": 0,
"eos_token_id": null,
"decoder_start_token_id": null,
"task_specific_params": null,
"xla_device": null,
"directionality": "bidi",
"vocab_size": 21128,
"embedding_size": 128,
"hidden_size": 256,
"num_hidden_layers": 12,
"num_attention_heads": 4,
"intermediate_size": 1024,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"attention_probs_dropout_prob": 0.1,
"max_position_embeddings": 512,
"type_vocab_size": 2,
"initializer_range": 0.02,
"layer_norm_eps": 1e-12,
"model_type": "electra"
}
},
"processor": {
"cws": {
"_ltp_target_": "ltp_core.models.processor.TokenOnly"
},
"pos": {
"_ltp_target_": "ltp_core.models.processor.WordsOnly"
},
"ner": {
"_ltp_target_": "ltp_core.models.processor.WordsOnly"
},
"srl": {
"_ltp_target_": "ltp_core.models.processor.WordsOnly"
},
"dep": {
"_ltp_target_": "ltp_core.models.processor.WordsWithHead"
},
"sdp": {
"_ltp_target_": "ltp_core.models.processor.WordsWithHead"
}
},
"heads": {
"cws": {
"_ltp_target_": "ltp_core.models.components.token.MLPTokenClassifier",
"input_size": 256,
"num_labels": 2,
"dropout": 0.1
},
"pos": {
"_ltp_target_": "ltp_core.models.components.token.MLPTokenClassifier",
"input_size": 256,
"num_labels": 27,
"dropout": 0.1
},
"ner": {
"_ltp_target_": "ltp_core.models.components.token.RelTransformerTokenClassifier",
"input_size": 256,
"num_labels": 13,
"dropout": 0.1,
"num_heads": 4,
"num_layers": 2
},
"srl": {
"_ltp_target_": "ltp_core.models.components.token.BiaffineTokenClassifier",
"input_size": 256,
"hidden_size": 300,
"num_labels": 97,
"dropout": 0.1,
"use_crf": true
},
"dep": {
"_ltp_target_": "ltp_core.models.components.graph.BiaffineClassifier",
"input_size": 256,
"num_labels": 14,
"dropout": 0.1,
"arc_hidden_size": 500,
"rel_hidden_size": 100
},
"sdp": {
"_ltp_target_": "ltp_core.models.components.graph.BiaffineClassifier",
"input_size": 256,
"num_labels": 56,
"arc_hidden_size": 600,
"rel_hidden_size": 600
}
}
},
"nerual": true,
"vocabs": {
"cws": [
"B-W",
"I-W"
],
"pos": [
"n",
"v",
"wp",
"u",
"d",
"a",
"m",
"p",
"r",
"ns",
"c",
"q",
"nt",
"nh",
"nd",
"j",
"i",
"b",
"ni",
"nz",
"nl",
"z",
"k",
"ws",
"o",
"h",
"e"
],
"ner": [
"O",
"S-Ns",
"S-Nh",
"B-Ni",
"E-Ni",
"I-Ni",
"S-Ni",
"B-Ns",
"E-Ns",
"I-Ns",
"B-Nh",
"E-Nh",
"I-Nh"
],
"srl": [
"O",
"B-A0",
"B-A0-ADV",
"B-A0-CND",
"B-A0-CRD",
"B-A0-MNR",
"B-A0-PRD",
"B-A0-PSE",
"B-A0-PSR",
"B-A0-QTY",
"B-A1",
"B-A1-CRD",
"B-A1-DIS",
"B-A1-FRQ",
"B-A1-PRD",
"B-A1-PSE",
"B-A1-PSR",
"B-A1-QTY",
"B-A1-TPC",
"B-A2",
"B-A2-CRD",
"B-A2-PRD",
"B-A2-PSE",
"B-A2-PSR",
"B-A2-QTY",
"B-A3",
"B-A3-TMP",
"B-A4",
"B-ARGM-ADV",
"B-ARGM-BNF",
"B-ARGM-CND",
"B-ARGM-CRD",
"B-ARGM-DGR",
"B-ARGM-DIR",
"B-ARGM-DIS",
"B-ARGM-EXT",
"B-ARGM-FRQ",
"B-ARGM-LOC",
"B-ARGM-MNR",
"B-ARGM-PRD",
"B-ARGM-PRP",
"B-ARGM-QTY",
"B-ARGM-T",
"B-ARGM-TMP",
"B-ARGM-TPC",
"B-rel-ADV",
"B-rel-DIS",
"B-rel-EXT",
"B-rel-MNR",
"I-A0",
"I-A0-ADV",
"I-A0-CND",
"I-A0-CRD",
"I-A0-MNR",
"I-A0-PRD",
"I-A0-PSE",
"I-A0-PSR",
"I-A0-QTY",
"I-A1",
"I-A1-CRD",
"I-A1-DIS",
"I-A1-FRQ",
"I-A1-PRD",
"I-A1-PSE",
"I-A1-PSR",
"I-A1-QTY",
"I-A1-TPC",
"I-A2",
"I-A2-CRD",
"I-A2-PRD",
"I-A2-PSE",
"I-A2-PSR",
"I-A2-QTY",
"I-A3",
"I-A3-TMP",
"I-A4",
"I-ARGM-ADV",
"I-ARGM-BNF",
"I-ARGM-CND",
"I-ARGM-CRD",
"I-ARGM-DGR",
"I-ARGM-DIR",
"I-ARGM-DIS",
"I-ARGM-EXT",
"I-ARGM-FRQ",
"I-ARGM-LOC",
"I-ARGM-MNR",
"I-ARGM-PRD",
"I-ARGM-PRP",
"I-ARGM-QTY",
"I-ARGM-T",
"I-ARGM-TMP",
"I-ARGM-TPC",
"I-rel-ADV",
"I-rel-DIS",
"I-rel-EXT",
"I-rel-MNR"
],
"dep": [
"ATT",
"WP",
"ADV",
"VOB",
"SBV",
"COO",
"RAD",
"HED",
"POB",
"CMP",
"LAD",
"FOB",
"DBL",
"IOB"
],
"sdp": [
"mDEPD",
"mPUNC",
"FEAT",
"mRELA",
"Root",
"AGT",
"eSUCC",
"EXP",
"MEAS",
"eCOO",
"CONT",
"LOC",
"DATV",
"LINK",
"PAT",
"TIME",
"dCONT",
"SCO",
"MANN",
"mNEG",
"ePREC",
"dFEAT",
"rEXP",
"dEXP",
"dTIME",
"rCONT",
"rAGT",
"dLINK",
"STAT",
"REAS",
"rPAT",
"TOOL",
"dSTAT",
"dMANN",
"rTIME",
"rLOC",
"dDATV",
"rFEAT",
"MATL",
"rDATV",
"dREAS",
"dLOC",
"rLINK",
"dPAT",
"rMANN",
"rREAS",
"rTOOL",
"rMEAS",
"dSCO",
"dMEAS",
"rSCO",
"dAGT",
"rMATL",
"rSTAT",
"dTOOL",
"dMATL"
]
}
}