Token Classification
Transformers
PyTorch
TensorBoard
electra
Generated from Trainer
Eval Results (legacy)
Instructions to use chintagunta85/electramed-small-deid2014-ner-v5-classweights with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use chintagunta85/electramed-small-deid2014-ner-v5-classweights with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="chintagunta85/electramed-small-deid2014-ner-v5-classweights")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("chintagunta85/electramed-small-deid2014-ner-v5-classweights") model = AutoModelForTokenClassification.from_pretrained("chintagunta85/electramed-small-deid2014-ner-v5-classweights") - Notebooks
- Google Colab
- Kaggle
Commit ·
277ecc0
1
Parent(s): 4035452
Training in progress, step 500
Browse files- .gitignore +1 -0
- config.json +122 -0
- pytorch_model.bin +3 -0
- runs/Sep22_07-48-26_1fdc5e43debf/1663832920.3705275/events.out.tfevents.1663832920.1fdc5e43debf.5475.1 +3 -0
- runs/Sep22_07-48-26_1fdc5e43debf/1663832945.120228/events.out.tfevents.1663832945.1fdc5e43debf.5475.3 +3 -0
- runs/Sep22_07-48-26_1fdc5e43debf/events.out.tfevents.1663832920.1fdc5e43debf.5475.0 +3 -0
- runs/Sep22_07-48-26_1fdc5e43debf/events.out.tfevents.1663832945.1fdc5e43debf.5475.2 +3 -0
- runs/Sep22_07-49-48_1fdc5e43debf/1663832998.8488135/events.out.tfevents.1663832998.1fdc5e43debf.5821.1 +3 -0
- runs/Sep22_07-49-48_1fdc5e43debf/1663833031.2392807/events.out.tfevents.1663833031.1fdc5e43debf.5821.3 +3 -0
- runs/Sep22_07-49-48_1fdc5e43debf/events.out.tfevents.1663832998.1fdc5e43debf.5821.0 +3 -0
- runs/Sep22_07-49-48_1fdc5e43debf/events.out.tfevents.1663833031.1fdc5e43debf.5821.2 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +15 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
.gitignore
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checkpoint-*/
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config.json
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{
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"_name_or_path": "giacomomiolo/electramed_small_scivocab",
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"architectures": [
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"ElectraForTokenClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"embedding_size": 128,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 256,
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"id2label": {
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"0": "B-ZIP",
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"1": "B-FAX",
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"10": "B-CITY",
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"11": "I-DEVICE",
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"12": "I-MEDICALRECORD",
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"13": "I-STREET",
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"14": "B-MEDICALRECORD",
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"15": "B-EMAIL",
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"16": "I-AGE",
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"17": "B-HOSPITAL",
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"18": "B-ORGANIZATION",
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"19": "I-ZIP",
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"2": "B-DEVICE",
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"20": "B-COUNTRY",
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"21": "B-BIOID",
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"22": "B-URL",
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"23": "B-DATE",
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"24": "I-ORGANIZATION",
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"25": "B-STATE",
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"26": "B-PATIENT",
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"27": "I-STATE",
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"28": "I-LOCATION_OTHER",
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"29": "B-STREET",
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"3": "I-CITY",
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"30": "B-USERNAME",
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"31": "B-PROFESSION",
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"32": "I-IDNUM",
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"33": "I-HOSPITAL",
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"34": "B-IDNUM",
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"35": "B-DOCTOR",
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"36": "B-PHONE",
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"37": "I-URL",
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"38": "B-HEALTHPLAN",
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"39": "B-AGE",
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"4": "I-FAX",
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"40": "I-DOCTOR",
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"41": "O",
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"42": "I-PROFESSION",
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"43": "I-PATIENT",
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"5": "I-DATE",
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"6": "B-LOCATION_OTHER",
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"7": "I-PHONE",
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"8": "I-HEALTHPLAN",
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"9": "I-COUNTRY"
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},
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"initializer_range": 0.02,
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"intermediate_size": 1024,
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"label2id": {
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"B-AGE": "39",
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"B-BIOID": "21",
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"B-CITY": "10",
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"B-COUNTRY": "20",
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"B-DATE": "23",
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"B-DEVICE": "2",
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"B-DOCTOR": "35",
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"B-FAX": "1",
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"B-HEALTHPLAN": "38",
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"B-HOSPITAL": "17",
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"B-IDNUM": "34",
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"B-LOCATION_OTHER": "6",
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"B-MEDICALRECORD": "14",
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"B-ORGANIZATION": "18",
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"B-PATIENT": "26",
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"B-PHONE": "36",
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"B-PROFESSION": "31",
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"B-STATE": "25",
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"B-STREET": "29",
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"B-URL": "22",
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"B-USERNAME": "30",
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"B-ZIP": "0",
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"I-AGE": "16",
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"I-CITY": "3",
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"I-COUNTRY": "9",
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"I-DATE": "5",
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"I-DEVICE": "11",
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"I-DOCTOR": "40",
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"I-FAX": "4",
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"I-HEALTHPLAN": "8",
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"I-HOSPITAL": "33",
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"I-IDNUM": "32",
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"I-LOCATION_OTHER": "28",
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"I-MEDICALRECORD": "12",
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"I-ORGANIZATION": "24",
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"I-PATIENT": "43",
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"I-PHONE": "7",
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"I-PROFESSION": "42",
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"I-STATE": "27",
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"I-STREET": "13",
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"I-URL": "37",
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"I-ZIP": "19",
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"O": "41"
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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": "electra",
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"num_attention_heads": 4,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"summary_activation": "gelu",
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"summary_last_dropout": 0.1,
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"summary_type": "first",
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"summary_use_proj": true,
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"torch_dtype": "float32",
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"transformers_version": "4.22.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30522
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}
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pytorch_model.bin
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runs/Sep22_07-49-48_1fdc5e43debf/1663832998.8488135/events.out.tfevents.1663832998.1fdc5e43debf.5821.1
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special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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tokenizer.json
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tokenizer_config.json
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{
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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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"do_lower_case": true,
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"mask_token": "[MASK]",
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"name_or_path": "giacomomiolo/electramed_small_scivocab",
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"never_split": null,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"special_tokens_map_file": "/root/.cache/huggingface/hub/models--giacomomiolo--electramed_small_scivocab/snapshots/d66f0eec09a066c59818c942ff2c2eecaf2718ca/special_tokens_map.json",
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "ElectraTokenizer",
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"unk_token": "[UNK]"
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}
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training_args.bin
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oid sha256:e8a466c6ff5bb5ef464d3a5e03039d7573f8342aab7d3c24e9eb4b7af9605e7b
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vocab.txt
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