Token Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Eval Results (legacy)
Instructions to use msperka/aleph_bert-finetuned-ner with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use msperka/aleph_bert-finetuned-ner with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="msperka/aleph_bert-finetuned-ner")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("msperka/aleph_bert-finetuned-ner") model = AutoModelForTokenClassification.from_pretrained("msperka/aleph_bert-finetuned-ner", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- config.json +104 -0
- model.safetensors +3 -0
- runs/Dec14_12-50-36_soc-5CG223442L/events.out.tfevents.1702551039.soc-5CG223442L +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
ADDED
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| 1 |
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{
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| 2 |
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"_name_or_path": "onlplab/alephbert-base",
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| 3 |
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"architectures": [
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| 4 |
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"BertForTokenClassification"
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| 5 |
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],
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| 6 |
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"attention_probs_dropout_prob": 0.1,
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| 7 |
+
"classifier_dropout": null,
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| 8 |
+
"gradient_checkpointing": false,
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| 9 |
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"hidden_act": "gelu",
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| 10 |
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"hidden_dropout_prob": 0.1,
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| 11 |
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"hidden_size": 768,
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| 12 |
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"id2label": {
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| 13 |
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"0": "S-ANG",
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| 14 |
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"1": "B-ANG",
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| 15 |
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"2": "I-ANG",
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| 16 |
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"3": "E-ANG",
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| 17 |
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"4": "S-DUC",
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| 18 |
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"5": "B-DUC",
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| 19 |
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"6": "I-DUC",
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| 20 |
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"7": "E-DUC",
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| 21 |
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"8": "B-EVE",
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| 22 |
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"9": "E-EVE",
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| 23 |
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"10": "S-EVE",
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| 24 |
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"11": "I-EVE",
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| 25 |
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"12": "S-FAC",
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| 26 |
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"13": "B-FAC",
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| 27 |
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"14": "E-FAC",
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| 28 |
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"15": "I-FAC",
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| 29 |
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"16": "S-GPE",
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| 30 |
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"17": "B-GPE",
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| 31 |
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"18": "E-GPE",
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| 32 |
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"19": "I-GPE",
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| 33 |
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"20": "S-LOC",
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| 34 |
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"21": "B-LOC",
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| 35 |
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"22": "E-LOC",
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| 36 |
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"23": "I-LOC",
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| 37 |
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"24": "O",
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| 38 |
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"25": "S-ORG",
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| 39 |
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"26": "B-ORG",
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| 40 |
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"27": "E-ORG",
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| 41 |
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"28": "I-ORG",
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| 42 |
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"29": "B-PER",
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| 43 |
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"30": "I-PER",
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| 44 |
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"31": "E-PER",
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| 45 |
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"32": "S-PER",
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| 46 |
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"33": "B-WOA",
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| 47 |
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"34": "E-WOA",
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| 48 |
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"35": "I-WOA",
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| 49 |
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"36": "S-WOA"
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| 50 |
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},
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| 51 |
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"initializer_range": 0.02,
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| 52 |
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"intermediate_size": 3072,
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| 53 |
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"label2id": {
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| 54 |
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"B-ANG": 1,
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| 55 |
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"B-DUC": 5,
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| 56 |
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"B-EVE": 8,
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| 57 |
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"B-FAC": 13,
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| 58 |
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"B-GPE": 17,
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| 59 |
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"B-LOC": 21,
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| 60 |
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"B-ORG": 26,
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| 61 |
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"B-PER": 29,
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| 62 |
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"B-WOA": 33,
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| 63 |
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"E-ANG": 3,
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| 64 |
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"E-DUC": 7,
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| 65 |
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"E-EVE": 9,
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| 66 |
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"E-FAC": 14,
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| 67 |
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"E-GPE": 18,
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| 68 |
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"E-LOC": 22,
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| 69 |
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"E-ORG": 27,
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| 70 |
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"E-PER": 31,
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| 71 |
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"E-WOA": 34,
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| 72 |
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"I-ANG": 2,
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| 73 |
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"I-DUC": 6,
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| 74 |
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"I-EVE": 11,
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| 75 |
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"I-FAC": 15,
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| 76 |
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"I-GPE": 19,
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| 77 |
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"I-LOC": 23,
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| 78 |
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"I-ORG": 28,
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| 79 |
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"I-PER": 30,
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| 80 |
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"I-WOA": 35,
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| 81 |
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"O": 24,
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| 82 |
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"S-ANG": 0,
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| 83 |
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"S-DUC": 4,
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| 84 |
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"S-EVE": 10,
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| 85 |
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"S-FAC": 12,
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| 86 |
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"S-GPE": 16,
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| 87 |
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"S-LOC": 20,
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| 88 |
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"S-ORG": 25,
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| 89 |
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"S-PER": 32,
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| 90 |
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"S-WOA": 36
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| 91 |
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},
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| 92 |
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"layer_norm_eps": 1e-12,
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| 93 |
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"max_position_embeddings": 512,
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| 94 |
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"model_type": "bert",
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| 95 |
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"num_attention_heads": 12,
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| 96 |
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"num_hidden_layers": 12,
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| 97 |
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"pad_token_id": 0,
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| 98 |
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"position_embedding_type": "absolute",
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| 99 |
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"torch_dtype": "float32",
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| 100 |
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"transformers_version": "4.35.2",
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| 101 |
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"type_vocab_size": 1,
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| 102 |
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"use_cache": true,
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| 103 |
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"vocab_size": 52000
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| 104 |
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}
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model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:58c3e6ec097194e5e546f9554dbca94125fcb89b1cbd4c0b840044a95409c16a
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| 3 |
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size 501681108
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runs/Dec14_12-50-36_soc-5CG223442L/events.out.tfevents.1702551039.soc-5CG223442L
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:b9057ba3d30ebbd871c1bc00a9df3f654a5e8edfe59d2e6d9621bf502ef533e8
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size 5750
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special_tokens_map.json
ADDED
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@@ -0,0 +1,7 @@
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{
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| 2 |
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"cls_token": "[CLS]",
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| 3 |
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"mask_token": "[MASK]",
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| 4 |
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"pad_token": "[PAD]",
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| 5 |
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"sep_token": "[SEP]",
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| 6 |
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"unk_token": "[UNK]"
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| 7 |
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}
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tokenizer.json
ADDED
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The diff for this file is too large to render.
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tokenizer_config.json
ADDED
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| 1 |
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{
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| 2 |
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"added_tokens_decoder": {
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| 3 |
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"0": {
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| 4 |
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"content": "[PAD]",
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| 5 |
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"lstrip": false,
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| 6 |
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"normalized": false,
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| 7 |
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"rstrip": false,
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| 8 |
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"single_word": false,
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| 9 |
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"special": true
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| 10 |
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},
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| 11 |
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"1": {
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| 12 |
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"content": "[UNK]",
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| 13 |
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"lstrip": false,
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| 14 |
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"normalized": false,
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| 15 |
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"rstrip": false,
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| 16 |
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"single_word": false,
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| 17 |
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"special": true
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| 18 |
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},
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| 19 |
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"2": {
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| 20 |
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"content": "[CLS]",
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| 21 |
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"lstrip": false,
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| 22 |
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"normalized": false,
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| 23 |
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"rstrip": false,
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| 24 |
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"single_word": false,
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| 25 |
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"special": true
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| 26 |
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},
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| 27 |
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"3": {
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| 28 |
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"content": "[SEP]",
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| 29 |
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"lstrip": false,
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| 30 |
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"normalized": false,
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| 31 |
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"rstrip": false,
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| 32 |
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"single_word": false,
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| 33 |
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"special": true
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| 34 |
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},
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| 35 |
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"4": {
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| 36 |
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"content": "[MASK]",
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| 37 |
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"lstrip": false,
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| 38 |
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"normalized": false,
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| 39 |
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"rstrip": false,
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| 40 |
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"single_word": false,
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| 41 |
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"special": true
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| 42 |
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}
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| 43 |
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},
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| 44 |
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"clean_up_tokenization_spaces": true,
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| 45 |
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"cls_token": "[CLS]",
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| 46 |
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"do_basic_tokenize": true,
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| 47 |
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"do_lower_case": true,
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| 48 |
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"mask_token": "[MASK]",
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| 49 |
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"max_len": 512,
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| 50 |
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"model_max_length": 512,
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| 51 |
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"never_split": null,
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| 52 |
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"pad_token": "[PAD]",
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| 53 |
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"sep_token": "[SEP]",
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| 54 |
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"strip_accents": null,
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| 55 |
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"tokenize_chinese_chars": true,
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| 56 |
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"tokenizer_class": "BertTokenizer",
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| 57 |
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"unk_token": "[UNK]"
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| 58 |
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}
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training_args.bin
ADDED
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:df6848e55b688d5aca3e32babe164be035f31aa29f4c418c4ad8f648dc75ab95
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| 3 |
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size 4155
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vocab.txt
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The diff for this file is too large to render.
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