Go Inoue commited on
Commit
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1 Parent(s): 34447b6

Add model files

Browse files
config.json ADDED
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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": "abbrev",
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+ "1": "adj",
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+ "2": "adj_comp",
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+ "3": "adj_num",
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+ "4": "adv",
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+ "5": "adv_interrog",
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+ "6": "adv_rel",
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+ "7": "conj",
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+ "8": "conj_sub",
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+ "9": "digit",
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+ "10": "interj",
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+ "11": "latin",
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+ "12": "noun",
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+ "13": "noun_num",
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+ "14": "noun_prop",
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+ "15": "noun_quant",
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+ "16": "part",
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+ "17": "part_det",
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+ "18": "part_focus",
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+ "19": "part_fut",
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+ "20": "part_interrog",
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+ "21": "part_neg",
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+ "22": "part_restrict",
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+ "23": "part_verb",
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+ "24": "part_voc",
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+ "25": "prep",
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+ "26": "pron",
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+ "27": "pron_dem",
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+ "28": "pron_exclam",
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+ "29": "pron_interrog",
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+ "30": "pron_rel",
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+ "31": "punc",
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+ "32": "verb",
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+ "33": "verb_nom",
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+ "34": "verb_pseudo"
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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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+ "abbrev": 0,
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+ "adj": 1,
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+ "adj_comp": 2,
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+ "adj_num": 3,
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+ "adv": 4,
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+ "adv_interrog": 5,
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+ "adv_rel": 6,
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+ "conj": 7,
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+ "conj_sub": 8,
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+ "digit": 9,
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+ "interj": 10,
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+ "latin": 11,
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+ "noun": 12,
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+ "noun_num": 13,
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+ "noun_prop": 14,
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+ "noun_quant": 15,
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+ "part": 16,
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+ "part_det": 17,
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+ "part_focus": 18,
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+ "part_fut": 19,
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+ "part_interrog": 20,
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+ "part_neg": 21,
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+ "part_restrict": 22,
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+ "part_verb": 23,
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+ "part_voc": 24,
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+ "prep": 25,
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+ "pron": 26,
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+ "pron_dem": 27,
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+ "pron_exclam": 28,
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+ "pron_interrog": 29,
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+ "pron_rel": 30,
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+ "punc": 31,
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+ "verb": 32,
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+ "verb_nom": 33,
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+ "verb_pseudo": 34
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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": 0,
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+ "type_vocab_size": 2,
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+ "vocab_size": 30000
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+ }
eval_results.txt ADDED
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+ eval_loss = 0.12603935558570076
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+ eval_accuracy = 0.9795029210812952
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+ eval_precision_micro = 0.9795029210812952
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+ eval_recall_micro = 0.9795029210812952
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+ eval_f1_micro = 0.9795029210812952
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+ eval_precision_macro = 0.9331566776769218
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+ eval_recall_macro = 0.9106480834483559
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+ eval_f1_macro = 0.91887871625325
pytorch_model.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:3664c037f477456ceb35ee30d396746c451b65f51e4ae3f4ea44250b9b8f787f
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+ size 436487601
special_tokens_map.json ADDED
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+ {"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
test_predictions.txt ADDED
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test_results.txt ADDED
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+ eval_loss = 0.12470188332572785
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+ eval_accuracy = 0.9790547263681592
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+ eval_precision_micro = 0.9790547263681592
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+ eval_recall_micro = 0.9790547263681592
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+ eval_f1_micro = 0.9790547263681592
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+ eval_precision_macro = 0.8719799750925606
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+ eval_recall_macro = 0.8492866161546088
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+ eval_f1_macro = 0.8585748207802538
tf_model.h5 ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 436592640
tokenizer_config.json ADDED
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+ {"do_lower_case": false, "special_tokens_map_file": null, "full_tokenizer_file": null}
training_args.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:e9adb04c8d38d0f65a496aa58e81d2a9a8432dc74c7187b8fbdd056bfc955a55
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+ size 1355
vocab.txt ADDED
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