span-marker-luke-legal / config.json
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{
"architectures": [
"SpanMarkerModel"
],
"encoder": {
"_name_or_path": "studio-ousia/luke-base",
"add_cross_attention": false,
"architectures": [
"LukeForMaskedLM"
],
"attention_probs_dropout_prob": 0.1,
"bad_words_ids": null,
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"bert_model_name": "roberta-base",
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"decoder_start_token_id": null,
"diversity_penalty": 0.0,
"do_sample": false,
"early_stopping": false,
"encoder_no_repeat_ngram_size": 0,
"entity_emb_size": 256,
"entity_vocab_size": 500000,
"eos_token_id": 2,
"exponential_decay_length_penalty": null,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "O",
"1": "B-COURT",
"2": "B-PETITIONER",
"3": "B-RESPONDENT",
"4": "B-JUDGE",
"5": "B-DATE",
"6": "B-ORG",
"7": "B-GPE",
"8": "B-STATUTE",
"9": "B-PROVISION",
"10": "B-PRECEDENT",
"11": "B-CASE_NUMBER",
"12": "B-WITNESS",
"13": "B-OTHER_PERSON",
"14": "B-LAWYER",
"15": "I-COURT",
"16": "I-PETITIONER",
"17": "I-RESPONDENT",
"18": "I-JUDGE",
"19": "I-DATE",
"20": "I-ORG",
"21": "I-GPE",
"22": "I-STATUTE",
"23": "I-PROVISION",
"24": "I-PRECEDENT",
"25": "I-CASE_NUMBER",
"26": "I-WITNESS",
"27": "I-OTHER_PERSON",
"28": "I-LAWYER"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"is_decoder": false,
"is_encoder_decoder": false,
"label2id": {
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"B-COURT": 1,
"B-DATE": 5,
"B-GPE": 7,
"B-JUDGE": 4,
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"B-ORG": 6,
"B-OTHER_PERSON": 13,
"B-PETITIONER": 2,
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"B-PROVISION": 9,
"B-RESPONDENT": 3,
"B-STATUTE": 8,
"B-WITNESS": 12,
"I-CASE_NUMBER": 25,
"I-COURT": 15,
"I-DATE": 19,
"I-GPE": 21,
"I-JUDGE": 18,
"I-LAWYER": 28,
"I-ORG": 20,
"I-OTHER_PERSON": 27,
"I-PETITIONER": 16,
"I-PRECEDENT": 24,
"I-PROVISION": 23,
"I-RESPONDENT": 17,
"I-STATUTE": 22,
"I-WITNESS": 26,
"O": 0
},
"layer_norm_eps": 1e-05,
"length_penalty": 1.0,
"max_length": 20,
"max_position_embeddings": 514,
"min_length": 0,
"model_type": "luke",
"no_repeat_ngram_size": 0,
"num_attention_heads": 12,
"num_beam_groups": 1,
"num_beams": 1,
"num_hidden_layers": 12,
"num_return_sequences": 1,
"output_attentions": false,
"output_hidden_states": false,
"output_past": true,
"output_scores": false,
"pad_token_id": 1,
"position_embedding_type": "absolute",
"prefix": null,
"problem_type": null,
"pruned_heads": {},
"remove_invalid_values": false,
"repetition_penalty": 1.0,
"return_dict": true,
"return_dict_in_generate": false,
"sep_token_id": null,
"suppress_tokens": null,
"task_specific_params": null,
"temperature": 1.0,
"tf_legacy_loss": false,
"tie_encoder_decoder": false,
"tie_word_embeddings": true,
"tokenizer_class": null,
"top_k": 50,
"top_p": 1.0,
"torch_dtype": "float32",
"torchscript": false,
"transformers_version": "4.36.0",
"type_vocab_size": 1,
"typical_p": 1.0,
"use_bfloat16": false,
"use_cache": true,
"use_entity_aware_attention": true,
"vocab_size": 50272
},
"entity_max_length": 6,
"id2label": {
"0": "O",
"1": "CASE_NUMBER",
"2": "COURT",
"3": "DATE",
"4": "GPE",
"5": "JUDGE",
"6": "LAWYER",
"7": "ORG",
"8": "OTHER_PERSON",
"9": "PETITIONER",
"10": "PRECEDENT",
"11": "PROVISION",
"12": "RESPONDENT",
"13": "STATUTE",
"14": "WITNESS"
},
"id2reduced_id": {
"0": 0,
"1": 2,
"2": 9,
"3": 12,
"4": 5,
"5": 3,
"6": 7,
"7": 4,
"8": 13,
"9": 11,
"10": 10,
"11": 1,
"12": 14,
"13": 8,
"14": 6,
"15": 2,
"16": 9,
"17": 12,
"18": 5,
"19": 3,
"20": 7,
"21": 4,
"22": 13,
"23": 11,
"24": 10,
"25": 1,
"26": 14,
"27": 8,
"28": 6
},
"label2id": {
"CASE_NUMBER": 1,
"COURT": 2,
"DATE": 3,
"GPE": 4,
"JUDGE": 5,
"LAWYER": 6,
"O": 0,
"ORG": 7,
"OTHER_PERSON": 8,
"PETITIONER": 9,
"PRECEDENT": 10,
"PROVISION": 11,
"RESPONDENT": 12,
"STATUTE": 13,
"WITNESS": 14
},
"marker_max_length": 64,
"max_next_context": null,
"max_prev_context": null,
"model_max_length": 128,
"model_max_length_default": 512,
"model_type": "span-marker",
"span_marker_version": "1.5.0",
"torch_dtype": "float32",
"trained_with_document_context": false,
"transformers_version": "4.36.0",
"vocab_size": 50272
}