Hugging Face's logo

Max1798
/
my-tokenizer

bpe
Model card Files
xet
Community
Max1798 commited on
Commit
c519dd6
·
verified ·
1 Parent(s): 23cfd05

Upload folder using huggingface_hub

Browse files
Files changed (3) hide show
  1. README.md +24 -9
  2. config.json +11 -0
  3. tokenizer.json +1735 -0
README.md CHANGED
@@ -1,12 +1,27 @@
1
 
2
  ---
3
- task: token-classification # 指定任务类型（分词属于“token分类”）
4
  widget:
5
- - text: "Hello, this is a test of my BPE tokenizer!" # 默认测试文本
6
- example_title: "基础分词示例"
7
- - text: "Natural language processing is fun and useful." # 第二个示例
8
- example_title: "NLP相关文本"
9
- inference:
10
- parameters:
11
- add_special_tokens: false # 可选：是否添加特殊token（如[CLS]）
12
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
 
2
  ---
3
+ task: token-classification
4
  widget:
5
+ - text: "Hello, this is a test of my BPE tokenizer."
6
+ example_title: "英文分词示例"
7
+ - text: "我爱自然语言处理，这是我的分词器测试。"
8
+ example_title: "中文分词示例"
9
+ ---
10
+
11
+ # My Tokenizer
12
+
13
+ 这是一个基于BPE算法训练的分词器，支持中英文混合文本。
14
+
15
+ ## 如何使用
16
+
17
+ ```python
18
+ from tokenizers import Tokenizer
19
+
20
+ # 加载分词器
21
+ tokenizer = Tokenizer.from_pretrained("你的用户名/my-tokenizer")
22
+
23
+ # 分词示例
24
+ text = "Hello, world!"
25
+ output = tokenizer.encode(text)
26
+ print("分词结果:", output.tokens)
27
+ ```
config.json ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "model_type": "bpe",
3
+ "tokenizer_class": "BertWordPieceTokenizer",
4
+ "do_lower_case": true,
5
+ "pad_token_id": 3,
6
+ "unk_token_id": 0,
7
+ "sep_token_id": 2,
8
+ "cls_token_id": 1,
9
+ "mask_token_id": 4,
10
+ "vocab_size": 1000
11
+ }
tokenizer.json ADDED
@@ -0,0 +1,1735 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "1.0",
3
+ "truncation": null,
4
+ "padding": null,
5
+ "added_tokens": [
6
+ {
7
+ "id": 0,
8
+ "content": "[UNK]",
9
+ "single_word": false,
10
+ "lstrip": false,
11
+ "rstrip": false,
12
+ "normalized": false,
13
+ "special": true
14
+ },
15
+ {
16
+ "id": 1,
17
+ "content": "[CLS]",
18
+ "single_word": false,
19
+ "lstrip": false,
20
+ "rstrip": false,
21
+ "normalized": false,
22
+ "special": true
23
+ },
24
+ {
25
+ "id": 2,
26
+ "content": "[SEP]",
27
+ "single_word": false,
28
+ "lstrip": false,
29
+ "rstrip": false,
30
+ "normalized": false,
31
+ "special": true
32
+ },
33
+ {
34
+ "id": 3,
35
+ "content": "[PAD]",
36
+ "single_word": false,
37
+ "lstrip": false,
38
+ "rstrip": false,
39
+ "normalized": false,
40
+ "special": true
41
+ },
42
+ {
43
+ "id": 4,
44
+ "content": "[MASK]",
45
+ "single_word": false,
46
+ "lstrip": false,
47
+ "rstrip": false,
48
+ "normalized": false,
49
+ "special": true
50
+ }
51
+ ],
52
+ "normalizer": null,
53
+ "pre_tokenizer": {
54
+ "type": "Whitespace"
55
+ },
56
+ "post_processor": null,
57
+ "decoder": null,
58
+ "model": {
59
+ "type": "BPE",
60
+ "dropout": null,
61
+ "unk_token": "[UNK]",
62
+ "continuing_subword_prefix": null,
63
+ "end_of_word_suffix": null,
64
+ "fuse_unk": false,
65
+ "byte_fallback": false,
66
+ "ignore_merges": false,
67
+ "vocab": {
68
+ "[UNK]": 0,
69
+ "[CLS]": 1,
70
+ "[SEP]": 2,
71
+ "[PAD]": 3,
72
+ "[MASK]": 4,
73
+ "!": 5,
74
+ "'": 6,
75
+ ",": 7,
76
+ "-": 8,
77
+ ".": 9,
78
+ ":": 10,
79
+ "A": 11,
80
+ "B": 12,
81
+ "C": 13,
82
+ "E": 14,
83
+ "H": 15,
84
+ "I": 16,
85
+ "L": 17,
86
+ "N": 18,
87
+ "P": 19,
88
+ "S": 20,
89
+ "T": 21,
90
+ "a": 22,
91
+ "b": 23,
92
+ "c": 24,
93
+ "d": 25,
94
+ "e": 26,
95
+ "f": 27,
96
+ "g": 28,
97
+ "h": 29,
98
+ "i": 30,
99
+ "j": 31,
100
+ "k": 32,
101
+ "l": 33,
102
+ "m": 34,
103
+ "n": 35,
104
+ "o": 36,
105
+ "p": 37,
106
+ "q": 38,
107
+ "r": 39,
108
+ "s": 40,
109
+ "t": 41,
110
+ "u": 42,
111
+ "v": 43,
112
+ "w": 44,
113
+ "x": 45,
114
+ "y": 46,
115
+ "z": 47,
116
+ "or": 48,
117
+ "th": 49,
118
+ "an": 50,
119
+ "es": 51,
120
+ "ar": 52,
121
+ "er": 53,
122
+ "is": 54,
123
+ "wor": 55,
124
+ "in": 56,
125
+ "ou": 57,
126
+ "at": 58,
127
+ "on": 59,
128
+ "word": 60,
129
+ "re": 61,
130
+ "to": 62,
131
+ "words": 63,
132
+ "en": 64,
133
+ "le": 65,
134
+ "ing": 66,
135
+ "el": 67,
136
+ "for": 68,
137
+ "ion": 69,
138
+ "the": 70,
139
+ "al": 71,
140
+ "as": 72,
141
+ "can": 73,
142
+ "ed": 74,
143
+ "he": 75,
144
+ "im": 76,
145
+ "it": 77,
146
+ "iz": 78,
147
+ "ly": 79,
148
+ "of": 80,
149
+ "ve": 81,
150
+ "you": 82,
151
+ "and": 83,
152
+ "ers": 84,
153
+ "ave": 85,
154
+ "do": 86,
155
+ "ear": 87,
156
+ "fu": 88,
157
+ "have": 89,
158
+ "ken": 90,
159
+ "li": 91,
160
+ "no": 92,
161
+ "ol": 93,
162
+ "qu": 94,
163
+ "su": 95,
164
+ "tr": 96,
165
+ "tion": 97,
166
+ "that": 98,
167
+ "ise": 99,
168
+ "keniz": 100,
169
+ "not": 101,
170
+ "BP": 102,
171
+ "LP": 103,
172
+ "NLP": 104,
173
+ "To": 105,
174
+ "The": 106,
175
+ "ab": 107,
176
+ "ac": 108,
177
+ "ak": 109,
178
+ "am": 110,
179
+ "be": 111,
180
+ "bwords": 112,
181
+ "cou": 113,
182
+ "ep": 114,
183
+ "fear": 115,
184
+ "hat": 116,
185
+ "ke": 117,
186
+ "ll": 118,
187
+ "ntr": 119,
188
+ "oc": 120,
189
+ "pr": 121,
190
+ "ple": 122,
191
+ "rise": 123,
192
+ "st": 124,
193
+ "tim": 125,
194
+ "up": 126,
195
+ "us": 127,
196
+ "ver": 128,
197
+ "we": 129,
198
+ "was": 130,
199
+ "what": 131,
200
+ "orp": 132,
201
+ "thy": 133,
202
+ "thing": 134,
203
+ "ess": 135,
204
+ "est": 136,
205
+ "are": 137,
206
+ "arn": 138,
207
+ "out": 139,
208
+ "ation": 140,
209
+ "tokeniz": 141,
210
+ "ent": 142,
211
+ "learn": 143,
212
+ "althy": 144,
213
+ "your": 145,
214
+ "like": 146,
215
+ "subwords": 147,
216
+ "BPE": 148,
217
+ "countr": 149,
218
+ "times": 150,
219
+ "tokenizers": 151,
220
+ "country": 152,
221
+ "Ac": 153,
222
+ "As": 154,
223
+ "All": 155,
224
+ "Col": 156,
225
+ "Ear": 157,
226
+ "Hel": 158,
227
+ "In": 159,
228
+ "It": 160,
229
+ "Lar": 161,
230
+ "Nat": 162,
231
+ "Sm": 163,
232
+ "Su": 164,
233
+ "Th": 165,
234
+ "Tr": 166,
235
+ "ag": 167,
236
+ "ai": 168,
237
+ "ay": 169,
238
+ "az": 170,
239
+ "ain": 171,
240
+ "br": 172,
241
+ "by": 173,
242
+ "bword": 174,
243
+ "bed": 175,
244
+ "best": 176,
245
+ "ch": 177,
246
+ "ck": 178,
247
+ "co": 179,
248
+ "cre": 180,
249
+ "corp": 181,
250
+ "de": 182,
251
+ "der": 183,
252
+ "dre": 184,
253
+ "del": 185,
254
+ "day": 186,
255
+ "ex": 187,
256
+ "efu": 188,
257
+ "eak": 189,
258
+ "ever": 190,
259
+ "fe": 191,
260
+ "fi": 192,
261
+ "fo": 193,
262
+ "fre": 194,
263
+ "gl": 195,
264
+ "go": 196,
265
+ "gu": 197,
266
+ "ger": 198,
267
+ "gre": 199,
268
+ "ging": 200,
269
+ "gol": 201,
270
+ "hin": 202,
271
+ "hand": 203,
272
+ "ip": 204,
273
+ "iou": 205,
274
+ "ill": 206,
275
+ "ick": 207,
276
+ "ide": 208,
277
+ "ju": 209,
278
+ "ks": 210,
279
+ "ld": 211,
280
+ "lo": 212,
281
+ "lan": 213,
282
+ "lar": 214,
283
+ "ler": 215,
284
+ "lou": 216,
285
+ "less": 217,
286
+ "laz": 218,
287
+ "mm": 219,
288
+ "mo": 220,
289
+ "mp": 221,
290
+ "man": 222,
291
+ "mes": 223,
292
+ "mer": 224,
293
+ "mers": 225,
294
+ "mac": 226,
295
+ "mak": 227,
296
+ "morp": 228,
297
+ "nation": 229,
298
+ "ow": 230,
299
+ "over": 231,
300
+ "por": 232,
301
+ "pai": 233,
302
+ "peak": 234,
303
+ "pip": 235,
304
+ "rs": 236,
305
+ "ral": 237,
306
+ "rare": 238,
307
+ "riou": 239,
308
+ "sle": 240,
309
+ "sel": 241,
310
+ "sfor": 242,
311
+ "sim": 243,
312
+ "sly": 244,
313
+ "speak": 245,
314
+ "tan": 246,
315
+ "ter": 247,
316
+ "ters": 248,
317
+ "test": 249,
318
+ "ution": 250,
319
+ "ular": 251,
320
+ "ural": 252,
321
+ "vol": 253,
322
+ "voc": 254,
323
+ "wise": 255,
324
+ "will": 256,
325
+ "ything": 257,
326
+ "orless": 258,
327
+ "than": 259,
328
+ "this": 260,
329
+ "thre": 261,
330
+ "ansfor": 262,
331
+ "estion": 263,
332
+ "esent": 264,
333
+ "arac": 265,
334
+ "worst": 266,
335
+ "works": 267,
336
+ "world": 268,
337
+ "ines": 269,
338
+ "ated": 270,
339
+ "one": 271,
340
+ "only": 272,
341
+ "repr": 273,
342
+ "revol": 274,
343
+ "eld": 275,
344
+ "elines": 276,
345
+ "aller": 277,
346
+ "ask": 278,
347
+ "healthy": 279,
348
+ "hemes": 280,
349
+ "impor": 281,
350
+ "itsel": 282,
351
+ "itters": 283,
352
+ "ized": 284,
353
+ "dog": 285,
354
+ "early": 286,
355
+ "fun": 287,
356
+ "furiou": 288,
357
+ "life": 289,
358
+ "quent": 290,
359
+ "quick": 291,
360
+ "question": 292,
361
+ "sum": 293,
362
+ "train": 294,
363
+ "tions": 295,
364
+ "kenization": 296,
365
+ "Tokenization": 297,
366
+ "about": 298,
367
+ "abular": 299,
368
+ "ample": 300,
369
+ "ocess": 301,
370
+ "process": 302,
371
+ "step": 303,
372
+ "usefu": 304,
373
+ "wealthy": 305,
374
+ "learning": 306,
375
+ "learned": 307,
376
+ "Actions": 308,
377
+ "Ask": 309,
378
+ "Colorless": 310,
379
+ "Early": 311,
380
+ "Hello": 312,
381
+ "Larger": 313,
382
+ "Natural": 314,
383
+ "Smaller": 315,
384
+ "Subword": 316,
385
+ "This": 317,
386
+ "Transfor": 318,
387
+ "age": 319,
388
+ "brow": 320,
389
+ "charac": 321,
390
+ "comm": 322,
391
+ "created": 323,
392
+ "corpus": 324,
393
+ "dream": 325,
394
+ "dels": 326,
395
+ "example": 327,
396
+ "everything": 328,
397
+ "field": 329,
398
+ "fox": 330,
399
+ "frequent": 331,
400
+ "glitters": 332,
401
+ "goes": 333,
402
+ "guage": 334,
403
+ "green": 335,
404
+ "gold": 336,
405
+ "hine": 337,
406
+ "handle": 338,
407
+ "ideas": 339,
408
+ "jump": 340,
409
+ "language": 341,
410
+ "louder": 342,
411
+ "lazy": 343,
412
+ "models": 344,
413
+ "merging": 345,
414
+ "machine": 346,
415
+ "makes": 347,
416
+ "morphemes": 348,
417
+ "pairs": 349,
418
+ "pipelines": 350,
419
+ "sleep": 351,
420
+ "simple": 352,
421
+ "tant": 353,
422
+ "testing": 354,
423
+ "utionized": 355,
424
+ "vocabular": 356,
425
+ "three": 357,
426
+ "represent": 358,
427
+ "revolutionized": 359,
428
+ "important": 360,
429
+ "itself": 361,
430
+ "furiously": 362,
431
+ "processing": 363,
432
+ "useful": 364,
433
+ "Transformers": 365,
434
+ "brown": 366,
435
+ "character": 367,
436
+ "common": 368,
437
+ "jumps": 369,
438
+ "vocabulary": 370
439
+ },
440
+ "merges": [
441
+ [
442
+ "o",
443
+ "r"
444
+ ],
445
+ [
446
+ "t",
447
+ "h"
448
+ ],
449
+ [
450
+ "a",
451
+ "n"
452
+ ],
453
+ [
454
+ "e",
455
+ "s"
456
+ ],
457
+ [
458
+ "a",
459
+ "r"
460
+ ],
461
+ [
462
+ "e",
463
+ "r"
464
+ ],
465
+ [
466
+ "i",
467
+ "s"
468
+ ],
469
+ [
470
+ "w",
471
+ "or"
472
+ ],
473
+ [
474
+ "i",
475
+ "n"
476
+ ],
477
+ [
478
+ "o",
479
+ "u"
480
+ ],
481
+ [
482
+ "a",
483
+ "t"
484
+ ],
485
+ [
486
+ "o",
487
+ "n"
488
+ ],
489
+ [
490
+ "wor",
491
+ "d"
492
+ ],
493
+ [
494
+ "r",
495
+ "e"
496
+ ],
497
+ [
498
+ "t",
499
+ "o"
500
+ ],
501
+ [
502
+ "word",
503
+ "s"
504
+ ],
505
+ [
506
+ "e",
507
+ "n"
508
+ ],
509
+ [
510
+ "l",
511
+ "e"
512
+ ],
513
+ [
514
+ "in",
515
+ "g"
516
+ ],
517
+ [
518
+ "e",
519
+ "l"
520
+ ],
521
+ [
522
+ "f",
523
+ "or"
524
+ ],
525
+ [
526
+ "i",
527
+ "on"
528
+ ],
529
+ [
530
+ "th",
531
+ "e"
532
+ ],
533
+ [
534
+ "a",
535
+ "l"
536
+ ],
537
+ [
538
+ "a",
539
+ "s"
540
+ ],
541
+ [
542
+ "c",
543
+ "an"
544
+ ],
545
+ [
546
+ "e",
547
+ "d"
548
+ ],
549
+ [
550
+ "h",
551
+ "e"
552
+ ],
553
+ [
554
+ "i",
555
+ "m"
556
+ ],
557
+ [
558
+ "i",
559
+ "t"
560
+ ],
561
+ [
562
+ "i",
563
+ "z"
564
+ ],
565
+ [
566
+ "l",
567
+ "y"
568
+ ],
569
+ [
570
+ "o",
571
+ "f"
572
+ ],
573
+ [
574
+ "v",
575
+ "e"
576
+ ],
577
+ [
578
+ "y",
579
+ "ou"
580
+ ],
581
+ [
582
+ "an",
583
+ "d"
584
+ ],
585
+ [
586
+ "er",
587
+ "s"
588
+ ],
589
+ [
590
+ "a",
591
+ "ve"
592
+ ],
593
+ [
594
+ "d",
595
+ "o"
596
+ ],
597
+ [
598
+ "e",
599
+ "ar"
600
+ ],
601
+ [
602
+ "f",
603
+ "u"
604
+ ],
605
+ [
606
+ "h",
607
+ "ave"
608
+ ],
609
+ [
610
+ "k",
611
+ "en"
612
+ ],
613
+ [
614
+ "l",
615
+ "i"
616
+ ],
617
+ [
618
+ "n",
619
+ "o"
620
+ ],
621
+ [
622
+ "o",
623
+ "l"
624
+ ],
625
+ [
626
+ "q",
627
+ "u"
628
+ ],
629
+ [
630
+ "s",
631
+ "u"
632
+ ],
633
+ [
634
+ "t",
635
+ "r"
636
+ ],
637
+ [
638
+ "t",
639
+ "ion"
640
+ ],
641
+ [
642
+ "th",
643
+ "at"
644
+ ],
645
+ [
646
+ "is",
647
+ "e"
648
+ ],
649
+ [
650
+ "ken",
651
+ "iz"
652
+ ],
653
+ [
654
+ "no",
655
+ "t"
656
+ ],
657
+ [
658
+ "B",
659
+ "P"
660
+ ],
661
+ [
662
+ "L",
663
+ "P"
664
+ ],
665
+ [
666
+ "N",
667
+ "LP"
668
+ ],
669
+ [
670
+ "T",
671
+ "o"
672
+ ],
673
+ [
674
+ "T",
675
+ "he"
676
+ ],
677
+ [
678
+ "a",
679
+ "b"
680
+ ],
681
+ [
682
+ "a",
683
+ "c"
684
+ ],
685
+ [
686
+ "a",
687
+ "k"
688
+ ],
689
+ [
690
+ "a",
691
+ "m"
692
+ ],
693
+ [
694
+ "b",
695
+ "e"
696
+ ],
697
+ [
698
+ "b",
699
+ "words"
700
+ ],
701
+ [
702
+ "c",
703
+ "ou"
704
+ ],
705
+ [
706
+ "e",
707
+ "p"
708
+ ],
709
+ [
710
+ "f",
711
+ "ear"
712
+ ],
713
+ [
714
+ "h",
715
+ "at"
716
+ ],
717
+ [
718
+ "k",
719
+ "e"
720
+ ],
721
+ [
722
+ "l",
723
+ "l"
724
+ ],
725
+ [
726
+ "n",
727
+ "tr"
728
+ ],
729
+ [
730
+ "o",
731
+ "c"
732
+ ],
733
+ [
734
+ "p",
735
+ "r"
736
+ ],
737
+ [
738
+ "p",
739
+ "le"
740
+ ],
741
+ [
742
+ "r",
743
+ "ise"
744
+ ],
745
+ [
746
+ "s",
747
+ "t"
748
+ ],
749
+ [
750
+ "t",
751
+ "im"
752
+ ],
753
+ [
754
+ "u",
755
+ "p"
756
+ ],
757
+ [
758
+ "u",
759
+ "s"
760
+ ],
761
+ [
762
+ "v",
763
+ "er"
764
+ ],
765
+ [
766
+ "w",
767
+ "e"
768
+ ],
769
+ [
770
+ "w",
771
+ "as"
772
+ ],
773
+ [
774
+ "w",
775
+ "hat"
776
+ ],
777
+ [
778
+ "or",
779
+ "p"
780
+ ],
781
+ [
782
+ "th",
783
+ "y"
784
+ ],
785
+ [
786
+ "th",
787
+ "ing"
788
+ ],
789
+ [
790
+ "es",
791
+ "s"
792
+ ],
793
+ [
794
+ "es",
795
+ "t"
796
+ ],
797
+ [
798
+ "ar",
799
+ "e"
800
+ ],
801
+ [
802
+ "ar",
803
+ "n"
804
+ ],
805
+ [
806
+ "ou",
807
+ "t"
808
+ ],
809
+ [
810
+ "at",
811
+ "ion"
812
+ ],
813
+ [
814
+ "to",
815
+ "keniz"
816
+ ],
817
+ [
818
+ "en",
819
+ "t"
820
+ ],
821
+ [
822
+ "le",
823
+ "arn"
824
+ ],
825
+ [
826
+ "al",
827
+ "thy"
828
+ ],
829
+ [
830
+ "you",
831
+ "r"
832
+ ],
833
+ [
834
+ "li",
835
+ "ke"
836
+ ],
837
+ [
838
+ "su",
839
+ "bwords"
840
+ ],
841
+ [
842
+ "BP",
843
+ "E"
844
+ ],
845
+ [
846
+ "cou",
847
+ "ntr"
848
+ ],
849
+ [
850
+ "tim",
851
+ "es"
852
+ ],
853
+ [
854
+ "tokeniz",
855
+ "ers"
856
+ ],
857
+ [
858
+ "countr",
859
+ "y"
860
+ ],
861
+ [
862
+ "A",
863
+ "c"
864
+ ],
865
+ [
866
+ "A",
867
+ "s"
868
+ ],
869
+ [
870
+ "A",
871
+ "ll"
872
+ ],
873
+ [
874
+ "C",
875
+ "ol"
876
+ ],
877
+ [
878
+ "E",
879
+ "ar"
880
+ ],
881
+ [
882
+ "H",
883
+ "el"
884
+ ],
885
+ [
886
+ "I",
887
+ "n"
888
+ ],
889
+ [
890
+ "I",
891
+ "t"
892
+ ],
893
+ [
894
+ "L",
895
+ "ar"
896
+ ],
897
+ [
898
+ "N",
899
+ "at"
900
+ ],
901
+ [
902
+ "S",
903
+ "m"
904
+ ],
905
+ [
906
+ "S",
907
+ "u"
908
+ ],
909
+ [
910
+ "T",
911
+ "h"
912
+ ],
913
+ [
914
+ "T",
915
+ "r"
916
+ ],
917
+ [
918
+ "a",
919
+ "g"
920
+ ],
921
+ [
922
+ "a",
923
+ "i"
924
+ ],
925
+ [
926
+ "a",
927
+ "y"
928
+ ],
929
+ [
930
+ "a",
931
+ "z"
932
+ ],
933
+ [
934
+ "a",
935
+ "in"
936
+ ],
937
+ [
938
+ "b",
939
+ "r"
940
+ ],
941
+ [
942
+ "b",
943
+ "y"
944
+ ],
945
+ [
946
+ "b",
947
+ "word"
948
+ ],
949
+ [
950
+ "b",
951
+ "ed"
952
+ ],
953
+ [
954
+ "b",
955
+ "est"
956
+ ],
957
+ [
958
+ "c",
959
+ "h"
960
+ ],
961
+ [
962
+ "c",
963
+ "k"
964
+ ],
965
+ [
966
+ "c",
967
+ "o"
968
+ ],
969
+ [
970
+ "c",
971
+ "re"
972
+ ],
973
+ [
974
+ "c",
975
+ "orp"
976
+ ],
977
+ [
978
+ "d",
979
+ "e"
980
+ ],
981
+ [
982
+ "d",
983
+ "er"
984
+ ],
985
+ [
986
+ "d",
987
+ "re"
988
+ ],
989
+ [
990
+ "d",
991
+ "el"
992
+ ],
993
+ [
994
+ "d",
995
+ "ay"
996
+ ],
997
+ [
998
+ "e",
999
+ "x"
1000
+ ],
1001
+ [
1002
+ "e",
1003
+ "fu"
1004
+ ],
1005
+ [
1006
+ "e",
1007
+ "ak"
1008
+ ],
1009
+ [
1010
+ "e",
1011
+ "ver"
1012
+ ],
1013
+ [
1014
+ "f",
1015
+ "e"
1016
+ ],
1017
+ [
1018
+ "f",
1019
+ "i"
1020
+ ],
1021
+ [
1022
+ "f",
1023
+ "o"
1024
+ ],
1025
+ [
1026
+ "f",
1027
+ "re"
1028
+ ],
1029
+ [
1030
+ "g",
1031
+ "l"
1032
+ ],
1033
+ [
1034
+ "g",
1035
+ "o"
1036
+ ],
1037
+ [
1038
+ "g",
1039
+ "u"
1040
+ ],
1041
+ [
1042
+ "g",
1043
+ "er"
1044
+ ],
1045
+ [
1046
+ "g",
1047
+ "re"
1048
+ ],
1049
+ [
1050
+ "g",
1051
+ "ing"
1052
+ ],
1053
+ [
1054
+ "g",
1055
+ "ol"
1056
+ ],
1057
+ [
1058
+ "h",
1059
+ "in"
1060
+ ],
1061
+ [
1062
+ "h",
1063
+ "and"
1064
+ ],
1065
+ [
1066
+ "i",
1067
+ "p"
1068
+ ],
1069
+ [
1070
+ "i",
1071
+ "ou"
1072
+ ],
1073
+ [
1074
+ "i",
1075
+ "ll"
1076
+ ],
1077
+ [
1078
+ "i",
1079
+ "ck"
1080
+ ],
1081
+ [
1082
+ "i",
1083
+ "de"
1084
+ ],
1085
+ [
1086
+ "j",
1087
+ "u"
1088
+ ],
1089
+ [
1090
+ "k",
1091
+ "s"
1092
+ ],
1093
+ [
1094
+ "l",
1095
+ "d"
1096
+ ],
1097
+ [
1098
+ "l",
1099
+ "o"
1100
+ ],
1101
+ [
1102
+ "l",
1103
+ "an"
1104
+ ],
1105
+ [
1106
+ "l",
1107
+ "ar"
1108
+ ],
1109
+ [
1110
+ "l",
1111
+ "er"
1112
+ ],
1113
+ [
1114
+ "l",
1115
+ "ou"
1116
+ ],
1117
+ [
1118
+ "l",
1119
+ "ess"
1120
+ ],
1121
+ [
1122
+ "l",
1123
+ "az"
1124
+ ],
1125
+ [
1126
+ "m",
1127
+ "m"
1128
+ ],
1129
+ [
1130
+ "m",
1131
+ "o"
1132
+ ],
1133
+ [
1134
+ "m",
1135
+ "p"
1136
+ ],
1137
+ [
1138
+ "m",
1139
+ "an"
1140
+ ],
1141
+ [
1142
+ "m",
1143
+ "es"
1144
+ ],
1145
+ [
1146
+ "m",
1147
+ "er"
1148
+ ],
1149
+ [
1150
+ "m",
1151
+ "ers"
1152
+ ],
1153
+ [
1154
+ "m",
1155
+ "ac"
1156
+ ],
1157
+ [
1158
+ "m",
1159
+ "ak"
1160
+ ],
1161
+ [
1162
+ "m",
1163
+ "orp"
1164
+ ],
1165
+ [
1166
+ "n",
1167
+ "ation"
1168
+ ],
1169
+ [
1170
+ "o",
1171
+ "w"
1172
+ ],
1173
+ [
1174
+ "o",
1175
+ "ver"
1176
+ ],
1177
+ [
1178
+ "p",
1179
+ "or"
1180
+ ],
1181
+ [
1182
+ "p",
1183
+ "ai"
1184
+ ],
1185
+ [
1186
+ "p",
1187
+ "eak"
1188
+ ],
1189
+ [
1190
+ "p",
1191
+ "ip"
1192
+ ],
1193
+ [
1194
+ "r",
1195
+ "s"
1196
+ ],
1197
+ [
1198
+ "r",
1199
+ "al"
1200
+ ],
1201
+ [
1202
+ "r",
1203
+ "are"
1204
+ ],
1205
+ [
1206
+ "r",
1207
+ "iou"
1208
+ ],
1209
+ [
1210
+ "s",
1211
+ "le"
1212
+ ],
1213
+ [
1214
+ "s",
1215
+ "el"
1216
+ ],
1217
+ [
1218
+ "s",
1219
+ "for"
1220
+ ],
1221
+ [
1222
+ "s",
1223
+ "im"
1224
+ ],
1225
+ [
1226
+ "s",
1227
+ "ly"
1228
+ ],
1229
+ [
1230
+ "s",
1231
+ "peak"
1232
+ ],
1233
+ [
1234
+ "t",
1235
+ "an"
1236
+ ],
1237
+ [
1238
+ "t",
1239
+ "er"
1240
+ ],
1241
+ [
1242
+ "t",
1243
+ "ers"
1244
+ ],
1245
+ [
1246
+ "t",
1247
+ "est"
1248
+ ],
1249
+ [
1250
+ "u",
1251
+ "tion"
1252
+ ],
1253
+ [
1254
+ "u",
1255
+ "lar"
1256
+ ],
1257
+ [
1258
+ "u",
1259
+ "ral"
1260
+ ],
1261
+ [
1262
+ "v",
1263
+ "ol"
1264
+ ],
1265
+ [
1266
+ "v",
1267
+ "oc"
1268
+ ],
1269
+ [
1270
+ "w",
1271
+ "ise"
1272
+ ],
1273
+ [
1274
+ "w",
1275
+ "ill"
1276
+ ],
1277
+ [
1278
+ "y",
1279
+ "thing"
1280
+ ],
1281
+ [
1282
+ "or",
1283
+ "less"
1284
+ ],
1285
+ [
1286
+ "th",
1287
+ "an"
1288
+ ],
1289
+ [
1290
+ "th",
1291
+ "is"
1292
+ ],
1293
+ [
1294
+ "th",
1295
+ "re"
1296
+ ],
1297
+ [
1298
+ "an",
1299
+ "sfor"
1300
+ ],
1301
+ [
1302
+ "es",
1303
+ "tion"
1304
+ ],
1305
+ [
1306
+ "es",
1307
+ "ent"
1308
+ ],
1309
+ [
1310
+ "ar",
1311
+ "ac"
1312
+ ],
1313
+ [
1314
+ "wor",
1315
+ "st"
1316
+ ],
1317
+ [
1318
+ "wor",
1319
+ "ks"
1320
+ ],
1321
+ [
1322
+ "wor",
1323
+ "ld"
1324
+ ],
1325
+ [
1326
+ "in",
1327
+ "es"
1328
+ ],
1329
+ [
1330
+ "at",
1331
+ "ed"
1332
+ ],
1333
+ [
1334
+ "on",
1335
+ "e"
1336
+ ],
1337
+ [
1338
+ "on",
1339
+ "ly"
1340
+ ],
1341
+ [
1342
+ "re",
1343
+ "pr"
1344
+ ],
1345
+ [
1346
+ "re",
1347
+ "vol"
1348
+ ],
1349
+ [
1350
+ "el",
1351
+ "d"
1352
+ ],
1353
+ [
1354
+ "el",
1355
+ "ines"
1356
+ ],
1357
+ [
1358
+ "al",
1359
+ "ler"
1360
+ ],
1361
+ [
1362
+ "as",
1363
+ "k"
1364
+ ],
1365
+ [
1366
+ "he",
1367
+ "althy"
1368
+ ],
1369
+ [
1370
+ "he",
1371
+ "mes"
1372
+ ],
1373
+ [
1374
+ "im",
1375
+ "por"
1376
+ ],
1377
+ [
1378
+ "it",
1379
+ "sel"
1380
+ ],
1381
+ [
1382
+ "it",
1383
+ "ters"
1384
+ ],
1385
+ [
1386
+ "iz",
1387
+ "ed"
1388
+ ],
1389
+ [
1390
+ "do",
1391
+ "g"
1392
+ ],
1393
+ [
1394
+ "ear",
1395
+ "ly"
1396
+ ],
1397
+ [
1398
+ "fu",
1399
+ "n"
1400
+ ],
1401
+ [
1402
+ "fu",
1403
+ "riou"
1404
+ ],
1405
+ [
1406
+ "li",
1407
+ "fe"
1408
+ ],
1409
+ [
1410
+ "qu",
1411
+ "ent"
1412
+ ],
1413
+ [
1414
+ "qu",
1415
+ "ick"
1416
+ ],
1417
+ [
1418
+ "qu",
1419
+ "estion"
1420
+ ],
1421
+ [
1422
+ "su",
1423
+ "m"
1424
+ ],
1425
+ [
1426
+ "tr",
1427
+ "ain"
1428
+ ],
1429
+ [
1430
+ "tion",
1431
+ "s"
1432
+ ],
1433
+ [
1434
+ "keniz",
1435
+ "ation"
1436
+ ],
1437
+ [
1438
+ "To",
1439
+ "kenization"
1440
+ ],
1441
+ [
1442
+ "ab",
1443
+ "out"
1444
+ ],
1445
+ [
1446
+ "ab",
1447
+ "ular"
1448
+ ],
1449
+ [
1450
+ "am",
1451
+ "ple"
1452
+ ],
1453
+ [
1454
+ "oc",
1455
+ "ess"
1456
+ ],
1457
+ [
1458
+ "pr",
1459
+ "ocess"
1460
+ ],
1461
+ [
1462
+ "st",
1463
+ "ep"
1464
+ ],
1465
+ [
1466
+ "us",
1467
+ "efu"
1468
+ ],
1469
+ [
1470
+ "we",
1471
+ "althy"
1472
+ ],
1473
+ [
1474
+ "learn",
1475
+ "ing"
1476
+ ],
1477
+ [
1478
+ "learn",
1479
+ "ed"
1480
+ ],
1481
+ [
1482
+ "Ac",
1483
+ "tions"
1484
+ ],
1485
+ [
1486
+ "As",
1487
+ "k"
1488
+ ],
1489
+ [
1490
+ "Col",
1491
+ "orless"
1492
+ ],
1493
+ [
1494
+ "Ear",
1495
+ "ly"
1496
+ ],
1497
+ [
1498
+ "Hel",
1499
+ "lo"
1500
+ ],
1501
+ [
1502
+ "Lar",
1503
+ "ger"
1504
+ ],
1505
+ [
1506
+ "Nat",
1507
+ "ural"
1508
+ ],
1509
+ [
1510
+ "Sm",
1511
+ "aller"
1512
+ ],
1513
+ [
1514
+ "Su",
1515
+ "bword"
1516
+ ],
1517
+ [
1518
+ "Th",
1519
+ "is"
1520
+ ],
1521
+ [
1522
+ "Tr",
1523
+ "ansfor"
1524
+ ],
1525
+ [
1526
+ "ag",
1527
+ "e"
1528
+ ],
1529
+ [
1530
+ "br",
1531
+ "ow"
1532
+ ],
1533
+ [
1534
+ "ch",
1535
+ "arac"
1536
+ ],
1537
+ [
1538
+ "co",
1539
+ "mm"
1540
+ ],
1541
+ [
1542
+ "cre",
1543
+ "ated"
1544
+ ],
1545
+ [
1546
+ "corp",
1547
+ "us"
1548
+ ],
1549
+ [
1550
+ "dre",
1551
+ "am"
1552
+ ],
1553
+ [
1554
+ "del",
1555
+ "s"
1556
+ ],
1557
+ [
1558
+ "ex",
1559
+ "ample"
1560
+ ],
1561
+ [
1562
+ "ever",
1563
+ "ything"
1564
+ ],
1565
+ [
1566
+ "fi",
1567
+ "eld"
1568
+ ],
1569
+ [
1570
+ "fo",
1571
+ "x"
1572
+ ],
1573
+ [
1574
+ "fre",
1575
+ "quent"
1576
+ ],
1577
+ [
1578
+ "gl",
1579
+ "itters"
1580
+ ],
1581
+ [
1582
+ "go",
1583
+ "es"
1584
+ ],
1585
+ [
1586
+ "gu",
1587
+ "age"
1588
+ ],
1589
+ [
1590
+ "gre",
1591
+ "en"
1592
+ ],
1593
+ [
1594
+ "gol",
1595
+ "d"
1596
+ ],
1597
+ [
1598
+ "hin",
1599
+ "e"
1600
+ ],
1601
+ [
1602
+ "hand",
1603
+ "le"
1604
+ ],
1605
+ [
1606
+ "ide",
1607
+ "as"
1608
+ ],
1609
+ [
1610
+ "ju",
1611
+ "mp"
1612
+ ],
1613
+ [
1614
+ "lan",
1615
+ "guage"
1616
+ ],
1617
+ [
1618
+ "lou",
1619
+ "der"
1620
+ ],
1621
+ [
1622
+ "laz",
1623
+ "y"
1624
+ ],
1625
+ [
1626
+ "mo",
1627
+ "dels"
1628
+ ],
1629
+ [
1630
+ "mer",
1631
+ "ging"
1632
+ ],
1633
+ [
1634
+ "mac",
1635
+ "hine"
1636
+ ],
1637
+ [
1638
+ "mak",
1639
+ "es"
1640
+ ],
1641
+ [
1642
+ "morp",
1643
+ "hemes"
1644
+ ],
1645
+ [
1646
+ "pai",
1647
+ "rs"
1648
+ ],
1649
+ [
1650
+ "pip",
1651
+ "elines"
1652
+ ],
1653
+ [
1654
+ "sle",
1655
+ "ep"
1656
+ ],
1657
+ [
1658
+ "sim",
1659
+ "ple"
1660
+ ],
1661
+ [
1662
+ "tan",
1663
+ "t"
1664
+ ],
1665
+ [
1666
+ "test",
1667
+ "ing"
1668
+ ],
1669
+ [
1670
+ "ution",
1671
+ "ized"
1672
+ ],
1673
+ [
1674
+ "voc",
1675
+ "abular"
1676
+ ],
1677
+ [
1678
+ "thre",
1679
+ "e"
1680
+ ],
1681
+ [
1682
+ "repr",
1683
+ "esent"
1684
+ ],
1685
+ [
1686
+ "revol",
1687
+ "utionized"
1688
+ ],
1689
+ [
1690
+ "impor",
1691
+ "tant"
1692
+ ],
1693
+ [
1694
+ "itsel",
1695
+ "f"
1696
+ ],
1697
+ [
1698
+ "furiou",
1699
+ "sly"
1700
+ ],
1701
+ [
1702
+ "process",
1703
+ "ing"
1704
+ ],
1705
+ [
1706
+ "usefu",
1707
+ "l"
1708
+ ],
1709
+ [
1710
+ "Transfor",
1711
+ "mers"
1712
+ ],
1713
+ [
1714
+ "brow",
1715
+ "n"
1716
+ ],
1717
+ [
1718
+ "charac",
1719
+ "ter"
1720
+ ],
1721
+ [
1722
+ "comm",
1723
+ "on"
1724
+ ],
1725
+ [
1726
+ "jump",
1727
+ "s"
1728
+ ],
1729
+ [
1730
+ "vocabular",
1731
+ "y"
1732
+ ]
1733
+ ]
1734
+ }
1735
+ }