{ "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, "begin_suppress_tokens": null, "bert_model_name": "roberta-base", "bos_token_id": 0, "chunk_size_feed_forward": 0, "classifier_dropout": null, "cross_attention_hidden_size": null, "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": { "B-CASE_NUMBER": 11, "B-COURT": 1, "B-DATE": 5, "B-GPE": 7, "B-JUDGE": 4, "B-LAWYER": 14, "B-ORG": 6, "B-OTHER_PERSON": 13, "B-PETITIONER": 2, "B-PRECEDENT": 10, "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 }