--batch_size 4 --num_train_epochs 5 --learning_rate 5e-5 --weight_decay 0.01
Browse files- config.json +94 -0
- model.safetensors +3 -0
config.json
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{
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"_name_or_path": "/home/ec2-user/SageMaker/LLM-NER-clinical-text/models/medmentions/gatortron-base/",
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"architectures": [
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"MegatronBertForTokenClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 1024,
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"id2label": {
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"0": "['Living Beings', 'Virus']",
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"1": "['Living Beings', 'Virus']",
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"2": "['Living Beings', 'Bacterium']",
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"3": "['Living Beings', 'Bacterium']",
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"4": "['Anatomy', 'Anatomical Structure']",
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"5": "['Anatomy', 'Anatomical Structure']",
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"6": "['Anatomy', 'Body System']",
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"7": "['Anatomy', 'Body System']",
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"8": "['Anatomy', 'Body Substance']",
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"9": "['Anatomy', 'Body Substance']",
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"10": "['Disorders', 'Finding']",
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"11": "['Disorders', 'Finding']",
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"12": "['Disorders', 'Injury or Poisoning']",
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"13": "['Disorders', 'Injury or Poisoning']",
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"14": "['Phenomena', 'Biologic Function']",
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"15": "['Phenomena', 'Biologic Function']",
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"16": "['Procedures', 'Health Care Activity']",
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"17": "['Procedures', 'Health Care Activity']",
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"18": "['Procedures', 'Research Activity']",
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"19": "['Procedures', 'Research Activity']",
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"20": "['Devices', 'Medical Device']",
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"21": "['Devices', 'Medical Device']",
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"22": "['Concepts & Ideas', 'Spatial Concept']",
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"23": "['Concepts & Ideas', 'Spatial Concept']",
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"24": "['Occupations', 'Biomedical Occupation or Discipline']",
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"25": "['Occupations', 'Biomedical Occupation or Discipline']",
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"26": "['Organizations', 'Organization']",
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"27": "['Organizations', 'Organization']",
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"28": "['Living Beings', 'Professional or Occupational Group']",
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"29": "['Living Beings', 'Professional or Occupational Group']",
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"30": "['Living Beings', 'Population Group']",
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"31": "['Living Beings', 'Population Group']",
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"32": "['Chemicals & Drugs', 'Chemical']",
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"33": "['Chemicals & Drugs', 'Chemical']",
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"34": "['Objects', 'Food']",
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"35": "['Objects', 'Food']",
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"36": "['Concepts & Ideas', 'Intellectual Product']",
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"37": "['Concepts & Ideas', 'Intellectual Product']",
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"38": "['Physiology', 'Clinical Attribute']",
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"39": "['Physiology', 'Clinical Attribute']",
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"40": "['Living Beings', 'Eukaryote']",
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"41": "['Living Beings', 'Eukaryote']",
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"42": "None"
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},
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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"None": 42,
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"['Anatomy', 'Anatomical Structure']": 5,
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"['Anatomy', 'Body Substance']": 9,
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"['Anatomy', 'Body System']": 7,
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"['Chemicals & Drugs', 'Chemical']": 33,
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"['Concepts & Ideas', 'Intellectual Product']": 37,
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"['Concepts & Ideas', 'Spatial Concept']": 23,
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| 65 |
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"['Devices', 'Medical Device']": 21,
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"['Disorders', 'Finding']": 11,
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| 67 |
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"['Disorders', 'Injury or Poisoning']": 13,
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| 68 |
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"['Living Beings', 'Bacterium']": 3,
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"['Living Beings', 'Eukaryote']": 41,
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"['Living Beings', 'Population Group']": 31,
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"['Living Beings', 'Professional or Occupational Group']": 29,
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"['Living Beings', 'Virus']": 1,
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"['Objects', 'Food']": 35,
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"['Occupations', 'Biomedical Occupation or Discipline']": 25,
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"['Organizations', 'Organization']": 27,
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"['Phenomena', 'Biologic Function']": 15,
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"['Physiology', 'Clinical Attribute']": 39,
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"['Procedures', 'Health Care Activity']": 17,
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"['Procedures', 'Research Activity']": 19
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "megatron-bert",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"tokenizer_type": "BertWordPieceCase",
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"torch_dtype": "float32",
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"transformers_version": "4.37.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 50176
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}
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model.safetensors
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:44a691ff2f77d4404cc1a5c678c5d42e41a804b7bd0efdf63ab793df8dee023a
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size 1417093764
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