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config.json

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+{
+  "_name_or_path": "bert-base-uncased",
+  "architectures": [
+    "BertForSpanClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "O",
+    "1": "B-AminoAcidPeptideOrProtein",
+    "2": "I-AminoAcidPeptideOrProtein",
+    "3": "B-AnatomicalAbnormality",
+    "4": "I-AnatomicalAbnormality",
+    "5": "B-Bacterium",
+    "6": "I-Bacterium",
+    "7": "B-BiologicFunction",
+    "8": "I-BiologicFunction",
+    "9": "B-BiologicallyActiveSubstance",
+    "10": "I-BiologicallyActiveSubstance",
+    "11": "B-BiomedicalOccupationOrDiscipline",
+    "12": "I-BiomedicalOccupationOrDiscipline",
+    "13": "B-BodyPartOrganOrOrganComponent",
+    "14": "I-BodyPartOrganOrOrganComponent",
+    "15": "B-Cell",
+    "16": "I-Cell",
+    "17": "B-CellComponent",
+    "18": "I-CellComponent",
+    "19": "B-CellFunction",
+    "20": "I-CellFunction",
+    "21": "B-CellOrMolecularDysfunction",
+    "22": "I-CellOrMolecularDysfunction",
+    "23": "B-Chemical",
+    "24": "I-Chemical",
+    "25": "B-ClinicalAttribute",
+    "26": "I-ClinicalAttribute",
+    "27": "B-DiseaseOrSyndrome",
+    "28": "I-DiseaseOrSyndrome",
+    "29": "B-EmbryonicStructure",
+    "30": "I-EmbryonicStructure",
+    "31": "B-EnvironmentalEffectOfHumans",
+    "32": "I-EnvironmentalEffectOfHumans",
+    "33": "B-Eukaryote",
+    "34": "I-Eukaryote",
+    "35": "B-ExperimentalModelOfDisease",
+    "36": "I-ExperimentalModelOfDisease",
+    "37": "B-Finding",
+    "38": "I-Finding",
+    "39": "B-GeneOrGenome",
+    "40": "I-GeneOrGenome",
+    "41": "B-HealthCareActivity",
+    "42": "I-HealthCareActivity",
+    "43": "B-HealthCareRelatedOrganization",
+    "44": "I-HealthCareRelatedOrganization",
+    "45": "B-IndividualBehavior",
+    "46": "I-IndividualBehavior",
+    "47": "B-InjuryOrPoisoning",
+    "48": "I-InjuryOrPoisoning",
+    "49": "B-MachineActivity",
+    "50": "I-MachineActivity",
+    "51": "B-ManufacturedObject",
+    "52": "I-ManufacturedObject",
+    "53": "B-MolecularSequence",
+    "54": "I-MolecularSequence",
+    "55": "B-NaturalPhenomenonOrProcess",
+    "56": "I-NaturalPhenomenonOrProcess",
+    "57": "B-NucleicAcidNucleosideOrNucleotide",
+    "58": "I-NucleicAcidNucleosideOrNucleotide",
+    "59": "B-Organism",
+    "60": "I-Organism",
+    "61": "B-OrganismAttribute",
+    "62": "I-OrganismAttribute",
+    "63": "B-PathologicFunction",
+    "64": "I-PathologicFunction",
+    "65": "B-PatientOrDisabledGroup",
+    "66": "I-PatientOrDisabledGroup",
+    "67": "B-PharmacologicSubstance",
+    "68": "I-PharmacologicSubstance",
+    "69": "B-PopulationGroup",
+    "70": "I-PopulationGroup",
+    "71": "B-ResearchActivity",
+    "72": "I-ResearchActivity",
+    "73": "B-SignOrSymptom",
+    "74": "I-SignOrSymptom",
+    "75": "B-Substance",
+    "76": "I-Substance",
+    "77": "B-TemporalConcept",
+    "78": "I-TemporalConcept",
+    "79": "B-Virus",
+    "80": "I-Virus"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "B-AminoAcidPeptideOrProtein": 1,
+    "B-AnatomicalAbnormality": 3,
+    "B-Bacterium": 5,
+    "B-BiologicFunction": 7,
+    "B-BiologicallyActiveSubstance": 9,
+    "B-BiomedicalOccupationOrDiscipline": 11,
+    "B-BodyPartOrganOrOrganComponent": 13,
+    "B-Cell": 15,
+    "B-CellComponent": 17,
+    "B-CellFunction": 19,
+    "B-CellOrMolecularDysfunction": 21,
+    "B-Chemical": 23,
+    "B-ClinicalAttribute": 25,
+    "B-DiseaseOrSyndrome": 27,
+    "B-EmbryonicStructure": 29,
+    "B-EnvironmentalEffectOfHumans": 31,
+    "B-Eukaryote": 33,
+    "B-ExperimentalModelOfDisease": 35,
+    "B-Finding": 37,
+    "B-GeneOrGenome": 39,
+    "B-HealthCareActivity": 41,
+    "B-HealthCareRelatedOrganization": 43,
+    "B-IndividualBehavior": 45,
+    "B-InjuryOrPoisoning": 47,
+    "B-MachineActivity": 49,
+    "B-ManufacturedObject": 51,
+    "B-MolecularSequence": 53,
+    "B-NaturalPhenomenonOrProcess": 55,
+    "B-NucleicAcidNucleosideOrNucleotide": 57,
+    "B-Organism": 59,
+    "B-OrganismAttribute": 61,
+    "B-PathologicFunction": 63,
+    "B-PatientOrDisabledGroup": 65,
+    "B-PharmacologicSubstance": 67,
+    "B-PopulationGroup": 69,
+    "B-ResearchActivity": 71,
+    "B-SignOrSymptom": 73,
+    "B-Substance": 75,
+    "B-TemporalConcept": 77,
+    "B-Virus": 79,
+    "I-AminoAcidPeptideOrProtein": 2,
+    "I-AnatomicalAbnormality": 4,
+    "I-Bacterium": 6,
+    "I-BiologicFunction": 8,
+    "I-BiologicallyActiveSubstance": 10,
+    "I-BiomedicalOccupationOrDiscipline": 12,
+    "I-BodyPartOrganOrOrganComponent": 14,
+    "I-Cell": 16,
+    "I-CellComponent": 18,
+    "I-CellFunction": 20,
+    "I-CellOrMolecularDysfunction": 22,
+    "I-Chemical": 24,
+    "I-ClinicalAttribute": 26,
+    "I-DiseaseOrSyndrome": 28,
+    "I-EmbryonicStructure": 30,
+    "I-EnvironmentalEffectOfHumans": 32,
+    "I-Eukaryote": 34,
+    "I-ExperimentalModelOfDisease": 36,
+    "I-Finding": 38,
+    "I-GeneOrGenome": 40,
+    "I-HealthCareActivity": 42,
+    "I-HealthCareRelatedOrganization": 44,
+    "I-IndividualBehavior": 46,
+    "I-InjuryOrPoisoning": 48,
+    "I-MachineActivity": 50,
+    "I-ManufacturedObject": 52,
+    "I-MolecularSequence": 54,
+    "I-NaturalPhenomenonOrProcess": 56,
+    "I-NucleicAcidNucleosideOrNucleotide": 58,
+    "I-Organism": 60,
+    "I-OrganismAttribute": 62,
+    "I-PathologicFunction": 64,
+    "I-PatientOrDisabledGroup": 66,
+    "I-PharmacologicSubstance": 68,
+    "I-PopulationGroup": 70,
+    "I-ResearchActivity": 72,
+    "I-SignOrSymptom": 74,
+    "I-Substance": 76,
+    "I-TemporalConcept": 78,
+    "I-Virus": 80,
+    "O": 0
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.26.1",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

optimizer.pt

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pytorch_model.bin

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rng_state.pth

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scheduler.pt

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special_tokens_map.json

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+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

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+{
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "name_or_path": "bert-base-uncased",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "special_tokens_map_file": null,
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

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