Instructions to use ckiplab/bert-base-han-chinese-pos-jindai with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ckiplab/bert-base-han-chinese-pos-jindai with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="ckiplab/bert-base-han-chinese-pos-jindai")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("ckiplab/bert-base-han-chinese-pos-jindai") model = AutoModelForTokenClassification.from_pretrained("ckiplab/bert-base-han-chinese-pos-jindai", device_map="auto") - Notebooks
- Google Colab
- Kaggle
upload model files
Browse files- README.md +25 -0
- config.json +232 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- vocab.txt +0 -0
README.md
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---
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license: gpl-3.0
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---
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---
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language:
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- zh
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thumbnail: https://ckip.iis.sinica.edu.tw/files/ckip_logo.png
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tags:
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- pytorch
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- token-classification
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- bert
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- zh
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license: gpl-3.0
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---
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# CKIP BERT Base Han Chinese POS
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This model provides part-of-speech (POS) tagging for the ancient Chinese language. Our training dataset covers four eras of the Chinese language.
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## Homepage
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* [ckiplab/han-transformers](https://github.com/ckiplab/han-transformers)
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## Training Datasets
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The copyright of the datasets belongs to the Institute of Linguistics, Academia Sinica.
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* [中央研究院上古漢語標記語料庫](http://lingcorpus.iis.sinica.edu.tw/cgi-bin/kiwi/akiwi/kiwi.sh)
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* [中央研究院中古漢語語料庫](http://lingcorpus.iis.sinica.edu.tw/cgi-bin/kiwi/dkiwi/kiwi.sh)
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* [中央研究院近代漢語語料庫](http://lingcorpus.iis.sinica.edu.tw/cgi-bin/kiwi/pkiwi/kiwi.sh)
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* [中央研究院現代漢語語料庫](http://asbc.iis.sinica.edu.tw)
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## Contributors
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* Chin-Tung Lin at [CKIP](https://ckip.iis.sinica.edu.tw/)
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config.json
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| 1 |
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{
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"_name_or_path": "hub/ckiplab/bert-base-chinese-20210817-001848",
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"architectures": [
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"BertForTokenClassification"
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],
|
| 6 |
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"attention_probs_dropout_prob": 0.1,
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"directionality": "bidi",
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"finetuning_task": "ner",
|
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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| 11 |
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"hidden_dropout_prob": 0.1,
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| 12 |
+
"hidden_size": 768,
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| 13 |
+
"label2id": {
|
| 14 |
+
"/Na": 88,
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| 15 |
+
"3": 72,
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| 16 |
+
"A": 46,
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| 17 |
+
"CE": 82,
|
| 18 |
+
"COLONCATEGORY": 11,
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| 19 |
+
"COMMACATEGORY": 0,
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| 20 |
+
"Caa": 56,
|
| 21 |
+
"Cbb": 33,
|
| 22 |
+
"D": 96,
|
| 23 |
+
"DASHCATEGORY": 63,
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| 24 |
+
"DE": 24,
|
| 25 |
+
"Daa": 38,
|
| 26 |
+
"Dab": 39,
|
| 27 |
+
"Dba": 54,
|
| 28 |
+
"Dbb": 35,
|
| 29 |
+
"Dc": 18,
|
| 30 |
+
"Dd": 22,
|
| 31 |
+
"Df": 95,
|
| 32 |
+
"Dfa": 48,
|
| 33 |
+
"Dfb": 65,
|
| 34 |
+
"Dg": 67,
|
| 35 |
+
"Dh": 32,
|
| 36 |
+
"Dha": 94,
|
| 37 |
+
"Di": 21,
|
| 38 |
+
"Dj": 43,
|
| 39 |
+
"Dk": 60,
|
| 40 |
+
"Dl": 14,
|
| 41 |
+
"ETCCATEGORY": 62,
|
| 42 |
+
"EXCLAMATIONCATEGORY": 58,
|
| 43 |
+
"EXCLANATIONCATEGORY": 28,
|
| 44 |
+
"FW": 52,
|
| 45 |
+
"I": 64,
|
| 46 |
+
"N": 80,
|
| 47 |
+
"NA": 81,
|
| 48 |
+
"Na": 1,
|
| 49 |
+
"Nb": 7,
|
| 50 |
+
"Nc": 10,
|
| 51 |
+
"Nd": 19,
|
| 52 |
+
"Neqa": 40,
|
| 53 |
+
"Nes": 41,
|
| 54 |
+
"Neu": 12,
|
| 55 |
+
"Nf": 15,
|
| 56 |
+
"Ng": 17,
|
| 57 |
+
"Nh": 4,
|
| 58 |
+
"Nha": 87,
|
| 59 |
+
"P": 16,
|
| 60 |
+
"PARENTHESISCATEGOR": 74,
|
| 61 |
+
"PARENTHESISCATEGORY": 8,
|
| 62 |
+
"PAUSECATEGORY": 42,
|
| 63 |
+
"PERIODCATEGORY": 2,
|
| 64 |
+
"Q": 70,
|
| 65 |
+
"QUESTIONCATEGORY": 26,
|
| 66 |
+
"R": 66,
|
| 67 |
+
"SEMICOLONCATEGORY": 44,
|
| 68 |
+
"SHI": 25,
|
| 69 |
+
"T": 23,
|
| 70 |
+
"T3": 45,
|
| 71 |
+
"T4": 49,
|
| 72 |
+
"T5": 55,
|
| 73 |
+
"T6": 50,
|
| 74 |
+
"T7": 57,
|
| 75 |
+
"T8": 51,
|
| 76 |
+
"U": 53,
|
| 77 |
+
"V": 77,
|
| 78 |
+
"V-2": 76,
|
| 79 |
+
"VA": 20,
|
| 80 |
+
"VAC": 47,
|
| 81 |
+
"VAL": 89,
|
| 82 |
+
"VB": 61,
|
| 83 |
+
"VC": 3,
|
| 84 |
+
"VCL": 9,
|
| 85 |
+
"VCl": 79,
|
| 86 |
+
"VD": 37,
|
| 87 |
+
"VE": 5,
|
| 88 |
+
"VF": 30,
|
| 89 |
+
"VG": 36,
|
| 90 |
+
"VH": 6,
|
| 91 |
+
"VHC": 29,
|
| 92 |
+
"VHL": 71,
|
| 93 |
+
"VI": 68,
|
| 94 |
+
"VJ": 27,
|
| 95 |
+
"VK": 13,
|
| 96 |
+
"VL": 31,
|
| 97 |
+
"VU": 97,
|
| 98 |
+
"V_": 90,
|
| 99 |
+
"V_2": 34,
|
| 100 |
+
"Va": 91,
|
| 101 |
+
"Vf": 78,
|
| 102 |
+
"Vh": 83,
|
| 103 |
+
"Vk": 93,
|
| 104 |
+
"X": 75,
|
| 105 |
+
"b": 59,
|
| 106 |
+
"cr": 92,
|
| 107 |
+
"q": 73,
|
| 108 |
+
"u": 84,
|
| 109 |
+
"x": 69,
|
| 110 |
+
"\u5750": 85,
|
| 111 |
+
"\u7c59": 86
|
| 112 |
+
},
|
| 113 |
+
"initializer_range": 0.02,
|
| 114 |
+
"intermediate_size": 3072,
|
| 115 |
+
"id2label": {
|
| 116 |
+
"0": "COMMACATEGORY",
|
| 117 |
+
"1": "Na",
|
| 118 |
+
"2": "PERIODCATEGORY",
|
| 119 |
+
"3": "VC",
|
| 120 |
+
"4": "Nh",
|
| 121 |
+
"5": "VE",
|
| 122 |
+
"6": "VH",
|
| 123 |
+
"7": "Nb",
|
| 124 |
+
"8": "PARENTHESISCATEGORY",
|
| 125 |
+
"9": "VCL",
|
| 126 |
+
"10": "Nc",
|
| 127 |
+
"11": "COLONCATEGORY",
|
| 128 |
+
"12": "Neu",
|
| 129 |
+
"13": "VK",
|
| 130 |
+
"14": "Dl",
|
| 131 |
+
"15": "Nf",
|
| 132 |
+
"16": "P",
|
| 133 |
+
"17": "Ng",
|
| 134 |
+
"18": "Dc",
|
| 135 |
+
"19": "Nd",
|
| 136 |
+
"20": "VA",
|
| 137 |
+
"21": "Di",
|
| 138 |
+
"22": "Dd",
|
| 139 |
+
"23": "T",
|
| 140 |
+
"24": "DE",
|
| 141 |
+
"25": "SHI",
|
| 142 |
+
"26": "QUESTIONCATEGORY",
|
| 143 |
+
"27": "VJ",
|
| 144 |
+
"28": "EXCLANATIONCATEGORY",
|
| 145 |
+
"29": "VHC",
|
| 146 |
+
"30": "VF",
|
| 147 |
+
"31": "VL",
|
| 148 |
+
"32": "Dh",
|
| 149 |
+
"33": "Cbb",
|
| 150 |
+
"34": "V_2",
|
| 151 |
+
"35": "Dbb",
|
| 152 |
+
"36": "VG",
|
| 153 |
+
"37": "VD",
|
| 154 |
+
"38": "Daa",
|
| 155 |
+
"39": "Dab",
|
| 156 |
+
"40": "Neqa",
|
| 157 |
+
"41": "Nes",
|
| 158 |
+
"42": "PAUSECATEGORY",
|
| 159 |
+
"43": "Dj",
|
| 160 |
+
"44": "SEMICOLONCATEGORY",
|
| 161 |
+
"45": "T3",
|
| 162 |
+
"46": "A",
|
| 163 |
+
"47": "VAC",
|
| 164 |
+
"48": "Dfa",
|
| 165 |
+
"49": "T4",
|
| 166 |
+
"50": "T6",
|
| 167 |
+
"51": "T8",
|
| 168 |
+
"52": "FW",
|
| 169 |
+
"53": "U",
|
| 170 |
+
"54": "Dba",
|
| 171 |
+
"55": "T5",
|
| 172 |
+
"56": "Caa",
|
| 173 |
+
"57": "T7",
|
| 174 |
+
"58": "EXCLAMATIONCATEGORY",
|
| 175 |
+
"59": "b",
|
| 176 |
+
"60": "Dk",
|
| 177 |
+
"61": "VB",
|
| 178 |
+
"62": "ETCCATEGORY",
|
| 179 |
+
"63": "DASHCATEGORY",
|
| 180 |
+
"64": "I",
|
| 181 |
+
"65": "Dfb",
|
| 182 |
+
"66": "R",
|
| 183 |
+
"67": "Dg",
|
| 184 |
+
"68": "VI",
|
| 185 |
+
"69": "x",
|
| 186 |
+
"70": "Q",
|
| 187 |
+
"71": "VHL",
|
| 188 |
+
"72": "3",
|
| 189 |
+
"73": "q",
|
| 190 |
+
"74": "PARENTHESISCATEGOR",
|
| 191 |
+
"75": "X",
|
| 192 |
+
"76": "V-2",
|
| 193 |
+
"77": "V",
|
| 194 |
+
"78": "Vf",
|
| 195 |
+
"79": "VCl",
|
| 196 |
+
"80": "N",
|
| 197 |
+
"81": "NA",
|
| 198 |
+
"82": "CE",
|
| 199 |
+
"83": "Vh",
|
| 200 |
+
"84": "u",
|
| 201 |
+
"85": "\u5750",
|
| 202 |
+
"86": "\u7c59",
|
| 203 |
+
"87": "Nha",
|
| 204 |
+
"88": "/Na",
|
| 205 |
+
"89": "VAL",
|
| 206 |
+
"90": "V_",
|
| 207 |
+
"91": "Va",
|
| 208 |
+
"92": "cr",
|
| 209 |
+
"93": "Vk",
|
| 210 |
+
"94": "Dha",
|
| 211 |
+
"95": "Df",
|
| 212 |
+
"96": "D",
|
| 213 |
+
"97": "VU"
|
| 214 |
+
},
|
| 215 |
+
"layer_norm_eps": 1e-12,
|
| 216 |
+
"max_position_embeddings": 512,
|
| 217 |
+
"model_type": "bert",
|
| 218 |
+
"num_attention_heads": 12,
|
| 219 |
+
"num_hidden_layers": 12,
|
| 220 |
+
"pad_token_id": 0,
|
| 221 |
+
"pooler_fc_size": 768,
|
| 222 |
+
"pooler_num_attention_heads": 12,
|
| 223 |
+
"pooler_num_fc_layers": 3,
|
| 224 |
+
"pooler_size_per_head": 128,
|
| 225 |
+
"pooler_type": "first_token_transform",
|
| 226 |
+
"position_embedding_type": "absolute",
|
| 227 |
+
"tokenizer_class": "BertTokenizerFast",
|
| 228 |
+
"transformers_version": "4.7.0",
|
| 229 |
+
"type_vocab_size": 2,
|
| 230 |
+
"use_cache": true,
|
| 231 |
+
"vocab_size": 26140
|
| 232 |
+
}
|
pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:c18e15377f8c615c95b2c095f5d064e5ae8ab2a30d996dca100b7644b3a44c70
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size 422458643
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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.json
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tokenizer_config.json
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{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "name_or_path": "hub/ckiplab/bert-base-chinese-20210817-001848", "special_tokens_map_file": "/home/cindy666/.cache/huggingface/transformers/d8a1a1b7a3de221ae53bf9d55154b9df9c4cda18409b393ee0fda4bce4ca7818.dd8bd9bfd3664b530ea4e645105f557769387b3da9f79bdb55ed556bdd80611d", "do_basic_tokenize": true, "never_split": null}
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vocab.txt
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