alexbrandsen
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Commit
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v1
Browse files- README.md +11 -0
- config.json +50 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
README.md
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# ArcheoBERTje-NER
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A Dutch BERT model for Named Entity Recognition in the Archaeology domain
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This is the [ArcheoBERTje](https://huggingface.co/alexbrandsen/ArcheoBERTje) model finetuned for NER, targeting the following entities:
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- Time periods
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- Places
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- Artefacts
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- Contexts
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- Materials
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- Species
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config.json
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{
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"architectures": [
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"BertForTokenClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "B-ART",
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"1": "I-ART",
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"2": "B-MAT",
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"3": "I-MAT",
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"4": "B-PER",
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"5": "I-PER",
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"6": "B-SPE",
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"7": "I-SPE",
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"8": "B-CON",
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"9": "I-CON",
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"10": "B-LOC",
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"11": "I-LOC",
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"12": "O"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"B-ART": 0,
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"B-CON": 8,
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"B-LOC": 10,
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"B-MAT": 2,
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"B-PER": 4,
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"B-SPE": 6,
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"I-ART": 1,
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"I-CON": 9,
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"I-LOC": 11,
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"I-MAT": 3,
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"I-PER": 5,
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"I-SPE": 7,
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"O": 12
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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": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 3,
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"type_vocab_size": 2,
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"vocab_size": 30000
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:a38dfb162155203dc11438f20c0c7becd078083eea798aa49c9c53e6dbe6d01a
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size 436413243
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special_tokens_map.json
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{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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tokenizer_config.json
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{"do_lower_case": false, "model_max_length": 512, "special_tokens_map_file": "/data/brandsena/BERT_models/bertje_archaeo/special_tokens_map.json", "full_tokenizer_file": null}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:3260cdc19d414f6724c3417517c1981e078e066af55923f81668b932c8a096ce
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size 1197
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vocab.txt
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