Amal17 commited on
Commit
5849330
·
verified ·
1 Parent(s): 637f66e

Upload folder using huggingface_hub

Browse files
added_tokens.json ADDED
@@ -0,0 +1,1513 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "##0e": 30913,
3
+ "##abab": 30658,
4
+ "##abaya": 30830,
5
+ "##abit": 31782,
6
+ "##abo": 32013,
7
+ "##abungkan": 30614,
8
+ "##acan": 31103,
9
+ "##adb": 30661,
10
+ "##ados": 30819,
11
+ "##aduhan": 31609,
12
+ "##agaan": 31822,
13
+ "##agalan": 30826,
14
+ "##agas": 31941,
15
+ "##ahag": 30808,
16
+ "##ahagian": 31516,
17
+ "##ahagikan": 31204,
18
+ "##ahar": 30757,
19
+ "##ahr": 31165,
20
+ "##ahw": 30759,
21
+ "##aid": 30981,
22
+ "##aik": 30784,
23
+ "##aire": 31819,
24
+ "##ajeng": 31456,
25
+ "##akake": 31722,
26
+ "##akamkan": 31025,
27
+ "##akeuh": 32010,
28
+ "##akeun": 30853,
29
+ "##akeup": 32025,
30
+ "##akia": 31857,
31
+ "##akl": 31098,
32
+ "##aklumkan": 30986,
33
+ "##akon": 30738,
34
+ "##akukeun": 31454,
35
+ "##aland": 31163,
36
+ "##aliti": 30703,
37
+ "##ally": 30786,
38
+ "##aluk": 30632,
39
+ "##amane": 30547,
40
+ "##amonyo": 30814,
41
+ "##ampiran": 31561,
42
+ "##ams": 30665,
43
+ "##ancara": 31756,
44
+ "##andh": 31001,
45
+ "##angge": 30939,
46
+ "##anggeus": 31164,
47
+ "##anggo": 31713,
48
+ "##angkaian": 31035,
49
+ "##angkeun": 31828,
50
+ "##aning": 31496,
51
+ "##anjaya": 31088,
52
+ "##antes": 31854,
53
+ "##antos": 30664,
54
+ "##antuak": 31564,
55
+ "##anyo": 31280,
56
+ "##apo": 31741,
57
+ "##aptar": 31352,
58
+ "##arag": 31205,
59
+ "##araha": 30750,
60
+ "##arahkan": 31478,
61
+ "##arane": 31537,
62
+ "##ares": 30878,
63
+ "##aritu": 31267,
64
+ "##arya": 31180,
65
+ "##asane": 31040,
66
+ "##asemen": 31716,
67
+ "##asifikasi": 31347,
68
+ "##astikan": 31935,
69
+ "##asup": 30692,
70
+ "##atangani": 30933,
71
+ "##ateng": 30638,
72
+ "##atet": 31078,
73
+ "##atip": 30571,
74
+ "##autan": 30977,
75
+ "##auty": 31678,
76
+ "##awis": 31967,
77
+ "##awot": 30696,
78
+ "##awu": 30535,
79
+ "##ayaran": 30767,
80
+ "##beauty": 31362,
81
+ "##bitkan": 31540,
82
+ "##cayaan": 31839,
83
+ "##ceae": 30822,
84
+ "##cidae": 30708,
85
+ "##deon": 31311,
86
+ "##ebabkan": 31094,
87
+ "##ebaskan": 31023,
88
+ "##ebel": 31543,
89
+ "##ebor": 31627,
90
+ "##echt": 31351,
91
+ "##ecio": 31788,
92
+ "##edd": 30736,
93
+ "##edding": 31208,
94
+ "##eden": 31402,
95
+ "##edh": 31562,
96
+ "##edhi": 31123,
97
+ "##edhiy": 31400,
98
+ "##edonia": 30834,
99
+ "##efinis": 31911,
100
+ "##egori": 30616,
101
+ "##egoro": 31975,
102
+ "##ehanana": 31479,
103
+ "##ehna": 30720,
104
+ "##ekake": 31558,
105
+ "##ekalkan": 30688,
106
+ "##ekeu": 30818,
107
+ "##ekl": 31404,
108
+ "##ektur": 30870,
109
+ "##ekut": 30996,
110
+ "##ekutuan": 31032,
111
+ "##elesaikan": 31885,
112
+ "##eleu": 31968,
113
+ "##elu": 31458,
114
+ "##eluar": 31053,
115
+ "##eluaran": 31573,
116
+ "##eluarkan": 31658,
117
+ "##embagaan": 31396,
118
+ "##empor": 31585,
119
+ "##ench": 30727,
120
+ "##endalikan": 31110,
121
+ "##enengan": 31398,
122
+ "##engen": 31052,
123
+ "##enggan": 31139,
124
+ "##engganu": 30776,
125
+ "##engi": 31576,
126
+ "##engkon": 31790,
127
+ "##enne": 31541,
128
+ "##ensina": 31709,
129
+ "##entah": 31253,
130
+ "##enten": 31523,
131
+ "##eop": 31005,
132
+ "##eor": 30594,
133
+ "##epe": 30645,
134
+ "##epeu": 31682,
135
+ "##epl": 31874,
136
+ "##erak": 30606,
137
+ "##eres": 31922,
138
+ "##erikan": 30653,
139
+ "##eris": 31924,
140
+ "##eritakan": 31403,
141
+ "##erj": 30629,
142
+ "##erja": 31089,
143
+ "##erjaan": 31913,
144
+ "##erjakan": 30879,
145
+ "##erl": 31886,
146
+ "##erland": 31081,
147
+ "##eron": 30576,
148
+ "##eroning": 31156,
149
+ "##ersi": 31468,
150
+ "##ersial": 31239,
151
+ "##ertai": 31119,
152
+ "##erti": 31132,
153
+ "##ertos": 31464,
154
+ "##esarkan": 31939,
155
+ "##esen": 30944,
156
+ "##esimal": 31305,
157
+ "##etasi": 31282,
158
+ "##etisi": 31444,
159
+ "##etoph": 30647,
160
+ "##etuj": 30546,
161
+ "##etujuan": 31666,
162
+ "##eud": 30662,
163
+ "##eue": 31829,
164
+ "##euen": 30553,
165
+ "##eueng": 31701,
166
+ "##eug": 30921,
167
+ "##euh": 31266,
168
+ "##euk": 31093,
169
+ "##eul": 32027,
170
+ "##euna": 31316,
171
+ "##eung": 31210,
172
+ "##eunna": 30584,
173
+ "##eup": 30752,
174
+ "##euu": 31137,
175
+ "##eux": 32001,
176
+ "##eye": 31850,
177
+ "##eza": 30793,
178
+ "##faatkan": 32008,
179
+ "##fera": 31247,
180
+ "##fis": 30960,
181
+ "##flik": 30993,
182
+ "##ftar": 31144,
183
+ "##gaan": 30922,
184
+ "##gay": 30668,
185
+ "##geon": 31349,
186
+ "##geot": 31699,
187
+ "##gk": 31101,
188
+ "##gro": 31438,
189
+ "##gunakake": 30588,
190
+ "##hadiran": 31335,
191
+ "##hair": 31178,
192
+ "##hang": 30982,
193
+ "##hee": 31950,
194
+ "##hidm": 31060,
195
+ "##hidmat": 31310,
196
+ "##hidmatan": 31766,
197
+ "##hidupan": 31249,
198
+ "##hik": 31016,
199
+ "##hong": 31961,
200
+ "##iae": 30880,
201
+ "##iang": 30677,
202
+ "##ians": 31092,
203
+ "##iao": 31833,
204
+ "##iau": 30554,
205
+ "##ibut": 31340,
206
+ "##iel": 31876,
207
+ "##iet": 30542,
208
+ "##igan": 31601,
209
+ "##igi": 31545,
210
+ "##iidae": 30628,
211
+ "##ikeun": 31520,
212
+ "##ikt": 31591,
213
+ "##iktira": 30863,
214
+ "##iland": 30962,
215
+ "##ilidae": 31652,
216
+ "##ilion": 30585,
217
+ "##imbulkan": 31474,
218
+ "##impen": 30526,
219
+ "##impik": 30603,
220
+ "##indakake": 31642,
221
+ "##ingen": 30732,
222
+ "##ingkeun": 30604,
223
+ "##inidae": 31297,
224
+ "##inten": 31104,
225
+ "##inyo": 31925,
226
+ "##ions": 32026,
227
+ "##ipp": 31470,
228
+ "##iriman": 31511,
229
+ "##isok": 31462,
230
+ "##isyen": 30844,
231
+ "##itud": 31252,
232
+ "##itude": 31106,
233
+ "##itusi": 30876,
234
+ "##ivia": 31220,
235
+ "##iw": 30621,
236
+ "##jata": 31640,
237
+ "##kamer": 31451,
238
+ "##keun": 31050,
239
+ "##klist": 31142,
240
+ "##klusif": 30917,
241
+ "##kod": 32031,
242
+ "##kopan": 31161,
243
+ "##kritik": 31070,
244
+ "##kt48": 31447,
245
+ "##kuasa": 30997,
246
+ "##ld": 31390,
247
+ "##lec": 31613,
248
+ "##leu": 31830,
249
+ "##limen": 30899,
250
+ "##linawan": 31584,
251
+ "##lopedia": 31509,
252
+ "##makeup": 31467,
253
+ "##malaya": 31290,
254
+ "##manapun": 30802,
255
+ "##maniyah": 30539,
256
+ "##masi": 31549,
257
+ "##meub": 31879,
258
+ "##meubel": 31287,
259
+ "##miah": 31082,
260
+ "##namen": 30959,
261
+ "##neun": 31207,
262
+ "##nick": 31895,
263
+ "##nyane": 31831,
264
+ "##nyo": 31763,
265
+ "##ocera": 31033,
266
+ "##odidae": 30672,
267
+ "##oge": 31203,
268
+ "##ogikeun": 30924,
269
+ "##ogon": 30765,
270
+ "##ogra": 30940,
271
+ "##ogy": 31495,
272
+ "##ogyakarta": 31718,
273
+ "##ohanan": 31043,
274
+ "##oides": 31937,
275
+ "##oja": 31951,
276
+ "##okake": 31500,
277
+ "##okh": 30763,
278
+ "##oknyo": 30714,
279
+ "##okteran": 31964,
280
+ "##ols": 30831,
281
+ "##omat": 31754,
282
+ "##omatik": 30929,
283
+ "##ombor": 31690,
284
+ "##omena": 31482,
285
+ "##omyia": 31198,
286
+ "##omyiidae": 31326,
287
+ "##omyza": 31847,
288
+ "##oniidae": 31866,
289
+ "##onne": 30697,
290
+ "##ontalo": 32009,
291
+ "##onten": 30530,
292
+ "##onyo": 30544,
293
+ "##ophagus": 30918,
294
+ "##ophila": 31517,
295
+ "##ophyl": 30625,
296
+ "##ophyllum": 31710,
297
+ "##ople": 31375,
298
+ "##opogon": 31095,
299
+ "##orat": 31412,
300
+ "##orbit": 30912,
301
+ "##ordial": 30652,
302
+ "##orian": 31905,
303
+ "##orro": 30755,
304
+ "##orus": 31206,
305
+ "##oser": 31315,
306
+ "##oslav": 31250,
307
+ "##ospong": 31041,
308
+ "##otr": 30741,
309
+ "##otria": 31634,
310
+ "##oyeur": 31889,
311
+ "##pekeu": 31536,
312
+ "##peu": 31048,
313
+ "##poe": 31202,
314
+ "##raft": 31410,
315
+ "##rard": 31217,
316
+ "##rentahan": 31483,
317
+ "##rilus": 30643,
318
+ "##romos": 31071,
319
+ "##romosikan": 31177,
320
+ "##rys": 31990,
321
+ "##semb": 31051,
322
+ "##sic": 30975,
323
+ "##tau": 31933,
324
+ "##teu": 31087,
325
+ "##ther": 30775,
326
+ "##thi": 31036,
327
+ "##tig": 30735,
328
+ "##tiwa": 31899,
329
+ "##tob": 31461,
330
+ "##tos": 31631,
331
+ "##trol": 30642,
332
+ "##tun": 30579,
333
+ "##tung": 30538,
334
+ "##tunus": 31118,
335
+ "##tural": 30541,
336
+ "##uad": 31657,
337
+ "##uaikan": 31654,
338
+ "##uak": 31547,
339
+ "##uakan": 30812,
340
+ "##uam": 31603,
341
+ "##uatan": 31366,
342
+ "##ubarkan": 30891,
343
+ "##ube": 31074,
344
+ "##ubeul": 30937,
345
+ "##ubuhan": 31374,
346
+ "##ubuhkan": 31566,
347
+ "##uduh": 30649,
348
+ "##uduhake": 31019,
349
+ "##ugas": 30578,
350
+ "##ugi": 31668,
351
+ "##uhake": 31985,
352
+ "##uhun": 30923,
353
+ "##uik": 30932,
354
+ "##ukak": 31981,
355
+ "##ukeun": 31928,
356
+ "##ukeut": 30882,
357
+ "##uks": 31146,
358
+ "##uksesan": 30558,
359
+ "##ukuik": 31187,
360
+ "##ulitan": 31918,
361
+ "##ulo": 31769,
362
+ "##uluy": 31258,
363
+ "##umbuhan": 30711,
364
+ "##unakeun": 30733,
365
+ "##unani": 31359,
366
+ "##ungs": 31130,
367
+ "##ungsa": 31821,
368
+ "##unu": 31556,
369
+ "##unung": 31639,
370
+ "##unyo": 31837,
371
+ "##uo": 31745,
372
+ "##upe": 30744,
373
+ "##upeu": 31169,
374
+ "##upiter": 30783,
375
+ "##upo": 30756,
376
+ "##urit": 30837,
377
+ "##uruahan": 31724,
378
+ "##urunan": 30805,
379
+ "##uskupan": 30728,
380
+ "##usn": 31660,
381
+ "##uten": 31548,
382
+ "##utuhkan": 30867,
383
+ "##utup": 30685,
384
+ "##utur": 31873,
385
+ "##uv": 30974,
386
+ "##uwan": 31893,
387
+ "##uwe": 30679,
388
+ "##uweni": 31717,
389
+ "##uwun": 31952,
390
+ "##uwur": 31608,
391
+ "##watan": 31428,
392
+ "##wegen": 31000,
393
+ "##wor": 30854,
394
+ "##yane": 31691,
395
+ "##ych": 31735,
396
+ "##yeo": 31684,
397
+ "##yeon": 31459,
398
+ "##yeong": 31271,
399
+ "##yle": 31560,
400
+ "##yli": 30810,
401
+ "##yogikeun": 31806,
402
+ "##yphi": 31694,
403
+ "##yt": 30824,
404
+ "##ytih": 31715,
405
+ "##yuar": 31345,
406
+ "##yuarat": 31832,
407
+ "##zidae": 31296,
408
+ "##°": 31212,
409
+ "##²": 30895,
410
+ "##ı": 30988,
411
+ "##ł": 30564,
412
+ "##α": 31381,
413
+ "##ε": 31887,
414
+ "##ι": 30781,
415
+ "##ο": 30989,
416
+ "##а": 31494,
417
+ "##е": 30671,
418
+ "##и": 31991,
419
+ "##н": 31263,
420
+ "##о": 31075,
421
+ "##р": 31481,
422
+ "##с": 31330,
423
+ "##ا": 30872,
424
+ "##ر": 31047,
425
+ "##ل": 31730,
426
+ "##م": 30678,
427
+ "##ن": 31992,
428
+ "##و": 31288,
429
+ "##ي": 31122,
430
+ "##ᄋ": 31189,
431
+ "##ᅡ": 30723,
432
+ "##ᅵ": 31793,
433
+ "##ᆫ": 31058,
434
+ "191": 30587,
435
+ "1913": 31641,
436
+ "1915": 31662,
437
+ "1916": 31890,
438
+ "1931": 31068,
439
+ "2021": 30712,
440
+ "2022": 30675,
441
+ "2023": 31411,
442
+ "2024": 31006,
443
+ "3d": 31712,
444
+ "978": 31407,
445
+ "ado": 31292,
446
+ "adol": 31188,
447
+ "adolah": 31936,
448
+ "advent": 31687,
449
+ "afr": 31878,
450
+ "agrilus": 31460,
451
+ "agromy": 31259,
452
+ "agromyzidae": 30799,
453
+ "aia": 31770,
454
+ "aircraft": 31096,
455
+ "akeh": 31862,
456
+ "akhbar": 31059,
457
+ "aktip": 30862,
458
+ "aktiviti": 31931,
459
+ "aleks": 31443,
460
+ "align": 30873,
461
+ "alit": 30925,
462
+ "amarga": 31170,
463
+ "amaz": 31302,
464
+ "anggo": 30884,
465
+ "anjeun": 31743,
466
+ "anjeunna": 31471,
467
+ "antarab": 30806,
468
+ "antarabangsa": 30883,
469
+ "antarane": 31661,
470
+ "antuk": 31629,
471
+ "apal": 31764,
472
+ "apost": 31507,
473
+ "apostolik": 31140,
474
+ "arane": 31883,
475
+ "araneae": 31329,
476
+ "araneidae": 31544,
477
+ "aranj": 31384,
478
+ "aranjeunna": 31196,
479
+ "aras": 31946,
480
+ "arep": 31308,
481
+ "argent": 31869,
482
+ "armenia": 31725,
483
+ "arsit": 31325,
484
+ "arth": 32016,
485
+ "artic": 31373,
486
+ "asilidae": 31853,
487
+ "asring": 31945,
488
+ "aster": 31435,
489
+ "astrag": 31091,
490
+ "astragalus": 31649,
491
+ "astro": 31864,
492
+ "astronomical": 31762,
493
+ "atan": 31720,
494
+ "atanapi": 30552,
495
+ "atawa": 31693,
496
+ "ayeuna": 30976,
497
+ "azerb": 30754,
498
+ "azerbai": 31765,
499
+ "azerbaijan": 31295,
500
+ "babagan": 31622,
501
+ "babar": 31681,
502
+ "babarapo": 31587,
503
+ "badag": 30930,
504
+ "bade": 31863,
505
+ "bagean": 31486,
506
+ "baharu": 30600,
507
+ "baillar": 31619,
508
+ "bain": 31807,
509
+ "banc": 31797,
510
+ "bancian": 31714,
511
+ "bandaraya": 31814,
512
+ "banglad": 31856,
513
+ "banjur": 30871,
514
+ "barubah": 30761,
515
+ "beau": 30695,
516
+ "bebentukan": 31289,
517
+ "berbeza": 31927,
518
+ "berhad": 30719,
519
+ "berhampiran": 30684,
520
+ "berhar": 31473,
521
+ "berikutan": 31618,
522
+ "berkahwin": 31265,
523
+ "berket": 31860,
524
+ "berketurunan": 31121,
525
+ "berkhidmat": 30581,
526
+ "berkomp": 30524,
527
+ "bersa": 30591,
528
+ "bersemp": 31567,
529
+ "bersempadan": 31361,
530
+ "bersi": 30743,
531
+ "berta": 30961,
532
+ "bertanggungjawab": 31638,
533
+ "berter": 31175,
534
+ "bertur": 31803,
535
+ "beubeul": 30586,
536
+ "beubeulahan": 30597,
537
+ "beur": 31273,
538
+ "bhar": 31061,
539
+ "bhd": 31501,
540
+ "biasana": 30928,
541
+ "biasane": 31394,
542
+ "biaso": 31786,
543
+ "biasonyo": 32004,
544
+ "bibli": 30570,
545
+ "bilion": 30852,
546
+ "biography": 31233,
547
+ "ble": 31757,
548
+ "blo": 31835,
549
+ "boga": 31559,
550
+ "bohemia": 31066,
551
+ "bois": 31758,
552
+ "bombyli": 31965,
553
+ "bombyliidae": 31838,
554
+ "born": 30865,
555
+ "boten": 31901,
556
+ "broyeur": 30942,
557
+ "bulb": 30902,
558
+ "bulbophyllum": 31881,
559
+ "bulgaria": 31973,
560
+ "bungo": 31750,
561
+ "bup": 31015,
562
+ "cai": 31527,
563
+ "calif": 30577,
564
+ "californ": 32011,
565
+ "carex": 30829,
566
+ "carian": 30650,
567
+ "carita": 31371,
568
+ "cath": 30648,
569
+ "cathetan": 30627,
570
+ "catholic": 31213,
571
+ "cawangan": 30654,
572
+ "cecid": 31593,
573
+ "cecidomyiidae": 30724,
574
+ "centr": 31143,
575
+ "ceramb": 31606,
576
+ "cerambyc": 31423,
577
+ "cerat": 30817,
578
+ "ceratopogon": 31490,
579
+ "ceratopogonidae": 31904,
580
+ "ceuk": 30995,
581
+ "chann": 30702,
582
+ "chec": 31497,
583
+ "chir": 31744,
584
+ "chrys": 30710,
585
+ "cla": 31773,
586
+ "clas": 30908,
587
+ "cocog": 30905,
588
+ "coleop": 32018,
589
+ "collec": 31232,
590
+ "cols": 30701,
591
+ "colspan": 31960,
592
+ "concass": 31069,
593
+ "concasseur": 31341,
594
+ "const": 31602,
595
+ "conv": 31111,
596
+ "cov": 31932,
597
+ "covid": 30869,
598
+ "cuk": 31128,
599
+ "cukuik": 31680,
600
+ "culic": 31431,
601
+ "czech": 31172,
602
+ "dados": 31018,
603
+ "dakek": 31590,
604
+ "dalan": 30694,
605
+ "dapek": 31236,
606
+ "daptar": 31987,
607
+ "darip": 30674,
608
+ "darjah": 31317,
609
+ "dato": 30839,
610
+ "dav": 31632,
611
+ "delengen": 31538,
612
+ "demokratik": 31849,
613
+ "demospong": 31235,
614
+ "demospongiae": 30617,
615
+ "dendrob": 31811,
616
+ "dendrobium": 30823,
617
+ "dene": 31115,
618
+ "dening": 31031,
619
+ "deparet": 30713,
620
+ "deparetema": 31953,
621
+ "deu": 30657,
622
+ "deui": 31272,
623
+ "deukeut": 30855,
624
+ "deut": 30794,
625
+ "dhe": 31184,
626
+ "dhew": 31747,
627
+ "dhewe": 31283,
628
+ "dheweke": 31986,
629
+ "dhuwur": 31360,
630
+ "dianggo": 31268,
631
+ "dianugerah": 31616,
632
+ "diarani": 30718,
633
+ "dibahagikan": 30999,
634
+ "digawe": 31944,
635
+ "digunakake": 31328,
636
+ "dijad": 30795,
637
+ "diji": 30562,
638
+ "dikl": 30868,
639
+ "dikon": 31109,
640
+ "dilancarkan": 30777,
641
+ "dima": 31892,
642
+ "dimasuk": 30954,
643
+ "dinten": 31653,
644
+ "dinyat": 31107,
645
+ "dipun": 30556,
646
+ "diraja": 31772,
647
+ "disab": 31650,
648
+ "disabuik": 30820,
649
+ "disember": 31884,
650
+ "diskografi": 31484,
651
+ "ditabang": 31337,
652
+ "ditabik": 31906,
653
+ "ditam": 31298,
654
+ "ditamui": 31293,
655
+ "ditamukan": 31737,
656
+ "ditand": 30596,
657
+ "ditem": 31378,
658
+ "ditub": 31871,
659
+ "ditubuhkan": 31334,
660
+ "ditug": 30660,
661
+ "diturun": 31583,
662
+ "dolich": 31633,
663
+ "dolichop": 32017,
664
+ "dolichopodidae": 30825,
665
+ "domest": 31651,
666
+ "donya": 31877,
667
+ "doub": 30666,
668
+ "dros": 30801,
669
+ "drosophila": 31365,
670
+ "dunya": 30707,
671
+ "durung": 31211,
672
+ "dut": 31393,
673
+ "duwe": 30935,
674
+ "dytis": 31465,
675
+ "dytiscidae": 31238,
676
+ "eksekut": 31571,
677
+ "eksentr": 30994,
678
+ "eksped": 31672,
679
+ "eksper": 31186,
680
+ "elec": 31445,
681
+ "eli": 31966,
682
+ "elitra": 31085,
683
+ "empayar": 30881,
684
+ "encyc": 31129,
685
+ "encyclopedia": 31554,
686
+ "ener": 31336,
687
+ "entuk": 30860,
688
+ "episod": 30951,
689
+ "eropah": 31176,
690
+ "eta": 31116,
691
+ "eu": 30926,
692
+ "eul": 30599,
693
+ "eup": 31751,
694
+ "f1": 31086,
695
+ "fakult": 31949,
696
+ "filem": 31569,
697
+ "filmografi": 31425,
698
+ "fiz": 31453,
699
+ "fn": 31324,
700
+ "france": 31406,
701
+ "gadhah": 31251,
702
+ "gaduh": 31891,
703
+ "gampong": 30626,
704
+ "gancang": 31231,
705
+ "gawe": 30739,
706
+ "gedena": 31014,
707
+ "gedhe": 30866,
708
+ "geor": 31331,
709
+ "german": 30963,
710
+ "geu": 30898,
711
+ "geud": 31277,
712
+ "geuda": 30893,
713
+ "geudae": 31659,
714
+ "geun": 31278,
715
+ "geur": 30595,
716
+ "geure": 31805,
717
+ "geus": 31167,
718
+ "gov": 30624,
719
+ "gra": 31174,
720
+ "gubern": 30529,
721
+ "guinea": 31222,
722
+ "gunong": 31147,
723
+ "habitatnyo": 30919,
724
+ "hade": 31801,
725
+ "hae": 31989,
726
+ "haiwan": 30740,
727
+ "handap": 30602,
728
+ "happ": 30680,
729
+ "hass": 30758,
730
+ "haut": 31343,
731
+ "haute": 31448,
732
+ "hayang": 32014,
733
+ "hea": 31774,
734
+ "hek": 31759,
735
+ "helik": 31900,
736
+ "henteu": 31387,
737
+ "hiduik": 31449,
738
+ "hiji": 31630,
739
+ "hirup": 31369,
740
+ "histeridae": 31727,
741
+ "htm": 30749,
742
+ "hungaria": 31600,
743
+ "hungary": 30910,
744
+ "huru": 31020,
745
+ "iaitu": 30731,
746
+ "ideas": 30792,
747
+ "ieu": 31577,
748
+ "iha": 31433,
749
+ "ija": 31938,
750
+ "ikea": 31182,
751
+ "iko": 31667,
752
+ "iku": 31728,
753
+ "imah": 31565,
754
+ "imej": 31491,
755
+ "indak": 31152,
756
+ "indun": 31956,
757
+ "indunisia": 30785,
758
+ "infan": 30780,
759
+ "ingg": 31480,
760
+ "inggeris": 30583,
761
+ "inggih": 31348,
762
+ "ingkang": 31669,
763
+ "insee": 31055,
764
+ "instit": 31979,
765
+ "inyo": 32030,
766
+ "ireland": 31391,
767
+ "isih": 31221,
768
+ "iss": 30936,
769
+ "iyan": 31921,
770
+ "iyanaritu": 31908,
771
+ "jaba": 31413,
772
+ "jalma": 31843,
773
+ "janten": 31131,
774
+ "jawatan": 31332,
775
+ "jawatankuasa": 31380,
776
+ "jawi": 31304,
777
+ "jema": 30548,
778
+ "jenayah": 31469,
779
+ "jeneng": 30790,
780
+ "jepun": 30835,
781
+ "jero": 30663,
782
+ "jeu": 30991,
783
+ "jeun": 31225,
784
+ "jeung": 31007,
785
+ "jeux": 31815,
786
+ "jewel": 30965,
787
+ "jih": 32002,
788
+ "jinis": 31224,
789
+ "johann": 30885,
790
+ "jpl": 30734,
791
+ "julai": 31930,
792
+ "juo": 30676,
793
+ "kaasup": 31388,
794
+ "kaayaan": 30687,
795
+ "kabanyakan": 30630,
796
+ "kabeh": 31422,
797
+ "kabentuk": 30651,
798
+ "kabis": 31787,
799
+ "kabiskopan": 30644,
800
+ "kabup": 31134,
801
+ "kacamatan": 31057,
802
+ "kacatet": 31595,
803
+ "kada": 31113,
804
+ "kados": 31923,
805
+ "kaedah": 30590,
806
+ "kajadian": 32015,
807
+ "kakit": 30877,
808
+ "kakitangan": 31489,
809
+ "kalas": 31943,
810
+ "kalawan": 31370,
811
+ "kalayan": 31160,
812
+ "kalebu": 31599,
813
+ "kaler": 30782,
814
+ "kalih": 31553,
815
+ "kaliyan": 31522,
816
+ "kaluar": 31934,
817
+ "kalurahan": 30858,
818
+ "kamb": 31488,
819
+ "kanak": 30833,
820
+ "kangge": 31201,
821
+ "kanggo": 30716,
822
+ "kanthi": 31190,
823
+ "kapalo": 30534,
824
+ "kaping": 30540,
825
+ "karak": 31820,
826
+ "kardinal": 31320,
827
+ "kareh": 31312,
828
+ "kareta": 30641,
829
+ "karusakan": 31947,
830
+ "kary": 31084,
831
+ "kasal": 31257,
832
+ "kasaluruahan": 31909,
833
+ "kasebut": 31193,
834
+ "katon": 31685,
835
+ "kaul": 31903,
836
+ "kaulinan": 31285,
837
+ "kaun": 31851,
838
+ "kaunti": 31179,
839
+ "kawa": 31721,
840
+ "kawalan": 31199,
841
+ "kawas": 30953,
842
+ "kayata": 31097,
843
+ "kebi": 32003,
844
+ "kedah": 31321,
845
+ "kedi": 30686,
846
+ "kejohanan": 30725,
847
+ "kelab": 31607,
848
+ "kelantan": 31322,
849
+ "kelu": 31733,
850
+ "kemend": 31644,
851
+ "kemp": 30598,
852
+ "kemudiannya": 31719,
853
+ "kemunc": 31656,
854
+ "kender": 31240,
855
+ "kenderaan": 30768,
856
+ "kene": 31073,
857
+ "keneh": 31533,
858
+ "keng": 31539,
859
+ "kerjaya": 31151,
860
+ "kerusi": 30949,
861
+ "kesihatan": 31524,
862
+ "ketuj": 31318,
863
+ "keu": 31825,
864
+ "keur": 31389,
865
+ "kewangan": 31485,
866
+ "khalif": 31044,
867
+ "kitu": 30864,
868
+ "kiw": 30525,
869
+ "km2": 30859,
870
+ "km²": 31417,
871
+ "kolej": 31003,
872
+ "komand": 31610,
873
+ "komuniti": 31150,
874
+ "kontrov": 30914,
875
+ "kowe": 31145,
876
+ "kristian": 31702,
877
+ "kula": 31792,
878
+ "kulawar": 31983,
879
+ "kulawarga": 30764,
880
+ "kumaha": 31915,
881
+ "kunj": 31197,
882
+ "kura": 31319,
883
+ "kuring": 31300,
884
+ "kutha": 31242,
885
+ "kuwe": 30700,
886
+ "kuwi": 30816,
887
+ "labiah": 30770,
888
+ "laborat": 31706,
889
+ "lair": 30946,
890
+ "lajeng": 31916,
891
+ "lalek": 31477,
892
+ "laluan": 31840,
893
+ "lambok": 30704,
894
+ "lamela": 30746,
895
+ "lamun": 30956,
896
+ "lanang": 31997,
897
+ "langau": 31655,
898
+ "langk": 31112,
899
+ "langkung": 31784,
900
+ "lapan": 31215,
901
+ "larv": 31125,
902
+ "larvanyo": 30698,
903
+ "lawah": 31429,
904
+ "laweh": 31813,
905
+ "left": 31344,
906
+ "lengkep": 31748,
907
+ "ler": 32007,
908
+ "leres": 31275,
909
+ "leu": 31674,
910
+ "leung": 31988,
911
+ "leutik": 31008,
912
+ "leuwih": 30766,
913
+ "lian": 31230,
914
+ "limoniidae": 30640,
915
+ "linyphi": 31379,
916
+ "linyphiidae": 31090,
917
+ "liwat": 31550,
918
+ "liya": 31042,
919
+ "liyane": 31704,
920
+ "loba": 31977,
921
+ "loro": 31260,
922
+ "lua": 30592,
923
+ "lumb": 31824,
924
+ "luwih": 30927,
925
+ "maca": 30567,
926
+ "madras": 31476,
927
+ "magnit": 31382,
928
+ "maharaja": 30573,
929
+ "mahisok": 30791,
930
+ "majoriti": 30888,
931
+ "makeupmakeup": 30634,
932
+ "makh": 30957,
933
+ "maklumat": 31917,
934
+ "malalui": 31795,
935
+ "malaya": 31817,
936
+ "malih": 31046,
937
+ "mamakan": 31248,
938
+ "mamb": 30673,
939
+ "mamiliki": 30574,
940
+ "mampunyo": 30760,
941
+ "mampunyoi": 32024,
942
+ "manawa": 31368,
943
+ "maneh": 31802,
944
+ "manehna": 31426,
945
+ "manggerek": 31605,
946
+ "mangr": 31157,
947
+ "mangrup": 31354,
948
+ "mangrupa": 31836,
949
+ "mangrupikeun": 30637,
950
+ "manj": 31356,
951
+ "manjadi": 31114,
952
+ "mano": 31083,
953
+ "manungsa": 31149,
954
+ "manusa": 31636,
955
+ "manyebabkan": 31270,
956
+ "maran": 31826,
957
+ "maranehanana": 30549,
958
+ "marang": 30947,
959
+ "marcapada": 30916,
960
+ "marie": 30909,
961
+ "marin": 31705,
962
+ "marit": 31307,
963
+ "marupo": 31896,
964
+ "marupokan": 31487,
965
+ "masar": 31776,
966
+ "masarakat": 31223,
967
+ "maso": 31314,
968
+ "matemat": 31872,
969
+ "mato": 31392,
970
+ "matoari": 30774,
971
+ "mats": 30689,
972
+ "mawa": 31138,
973
+ "mbukak": 31783,
974
+ "medal": 30797,
975
+ "meks": 30721,
976
+ "melaka": 30601,
977
+ "melint": 31697,
978
+ "melu": 31284,
979
+ "memberit": 30560,
980
+ "mempel": 30875,
981
+ "memulakan": 30836,
982
+ "menand": 30639,
983
+ "menehi": 30635,
984
+ "menerusi": 31209,
985
+ "mengandungi": 31612,
986
+ "mengekalkan": 31816,
987
+ "mengkl": 31753,
988
+ "mengut": 30771,
989
+ "menika": 30618,
990
+ "menyang": 30593,
991
+ "menyokong": 31998,
992
+ "mere": 30990,
993
+ "mesyuarat": 31574,
994
+ "meu": 32022,
995
+ "meub": 31912,
996
+ "meubel": 31395,
997
+ "meubels": 31781,
998
+ "meubl": 31907,
999
+ "meuble": 31457,
1000
+ "meubles": 31355,
1001
+ "meul": 31580,
1002
+ "meulage": 30889,
1003
+ "meun": 31030,
1004
+ "meunang": 31980,
1005
+ "mib": 30715,
1006
+ "mich": 30633,
1007
+ "militar": 31108,
1008
+ "military": 31778,
1009
+ "mimiti": 31880,
1010
+ "minangk": 31643,
1011
+ "minangka": 30966,
1012
+ "minangkab": 31542,
1013
+ "minit": 31377,
1014
+ "misuwur": 31463,
1015
+ "miturut": 30955,
1016
+ "miw": 31971,
1017
+ "miwah": 31531,
1018
+ "moal": 31551,
1019
+ "moden": 31200,
1020
+ "mohamad": 30769,
1021
+ "mohd": 31589,
1022
+ "mp3": 30745,
1023
+ "mpo": 31823,
1024
+ "mudo": 31227,
1025
+ "mukim": 31519,
1026
+ "mungg": 30843,
1027
+ "munisip": 31077,
1028
+ "munisipalitas": 31518,
1029
+ "muscidae": 30730,
1030
+ "mutlakna": 30938,
1031
+ "mutlaknyo": 31568,
1032
+ "muzik": 31427,
1033
+ "myc": 31740,
1034
+ "mycetoph": 30964,
1035
+ "mycetophilidae": 30619,
1036
+ "nae": 31647,
1037
+ "nagara": 31775,
1038
+ "naha": 31183,
1039
+ "naib": 31530,
1040
+ "najib": 30842,
1041
+ "nakeuh": 31929,
1042
+ "nalika": 31746,
1043
+ "namo": 31062,
1044
+ "namp": 31581,
1045
+ "nangg": 31262,
1046
+ "nanging": 31663,
1047
+ "naon": 30536,
1048
+ "ndh": 30827,
1049
+ "nduweni": 31976,
1050
+ "nektar": 30838,
1051
+ "nemb": 30550,
1052
+ "nenten": 30726,
1053
+ "neol": 31353,
1054
+ "nepi": 31578,
1055
+ "ngad": 30706,
1056
+ "ngag": 30659,
1057
+ "ngagaduhan": 30543,
1058
+ "ngagunakeun": 30615,
1059
+ "ngah": 31063,
1060
+ "ngal": 31808,
1061
+ "ngali": 30646,
1062
+ "ngam": 30622,
1063
+ "ngand": 31009,
1064
+ "nganggo": 31346,
1065
+ "nganj": 31450,
1066
+ "nganjrek": 31475,
1067
+ "nganti": 31810,
1068
+ "ngar": 31424,
1069
+ "ngaran": 31646,
1070
+ "ngarep": 30729,
1071
+ "ngatur": 30911,
1072
+ "ngen": 31323,
1073
+ "ngeun": 30809,
1074
+ "ngeunaan": 31615,
1075
+ "nggawe": 31957,
1076
+ "nggunakake": 30840,
1077
+ "ngirim": 31437,
1078
+ "ngiring": 30887,
1079
+ "ngis": 31281,
1080
+ "ngisor": 31673,
1081
+ "ngo": 30709,
1082
+ "ngom": 30821,
1083
+ "ngon": 31013,
1084
+ "ngora": 32000,
1085
+ "ngr": 31017,
1086
+ "ngu": 32029,
1087
+ "nib": 31127,
1088
+ "ningali": 31861,
1089
+ "ningkat": 31357,
1090
+ "njaba": 30572,
1091
+ "njupuk": 30903,
1092
+ "nombor": 31711,
1093
+ "nord": 31692,
1094
+ "norway": 30848,
1095
+ "nps": 30847,
1096
+ "npsn": 31439,
1097
+ "nuduhake": 30985,
1098
+ "nurwegen": 30958,
1099
+ "nyaeta": 31779,
1100
+ "nyan": 31279,
1101
+ "nyang": 31333,
1102
+ "nye": 30705,
1103
+ "nyieun": 31910,
1104
+ "nyo": 31309,
1105
+ "nyoe": 31800,
1106
+ "oge": 30972,
1107
+ "ogos": 31409,
1108
+ "oksi": 30561,
1109
+ "olahr": 31269,
1110
+ "olimpik": 31099,
1111
+ "omah": 30667,
1112
+ "ono": 31034,
1113
+ "onth": 31158,
1114
+ "onthophagus": 31214,
1115
+ "ortod": 31286,
1116
+ "ouv": 31780,
1117
+ "owl": 31024,
1118
+ "pacahan": 31535,
1119
+ "padha": 31926,
1120
+ "pado": 31430,
1121
+ "pahang": 31022,
1122
+ "pahl": 31234,
1123
+ "pama": 31635,
1124
+ "pamaen": 31645,
1125
+ "pamake": 31440,
1126
+ "pamar": 31397,
1127
+ "pamarentah": 31628,
1128
+ "pamb": 30575,
1129
+ "pambantu": 30568,
1130
+ "pambantuakan": 31563,
1131
+ "pamrentahan": 31408,
1132
+ "pandemi": 31446,
1133
+ "panganan": 30971,
1134
+ "panggerek": 31029,
1135
+ "pangguna": 30832,
1136
+ "pangl": 31383,
1137
+ "panjangnyo": 30742,
1138
+ "panjenengan": 31011,
1139
+ "panon": 31623,
1140
+ "panonpoe": 31752,
1141
+ "pany": 31870,
1142
+ "parai": 31512,
1143
+ "paraiaran": 30807,
1144
+ "parairan": 31141,
1145
+ "parantos": 31555,
1146
+ "parl": 31504,
1147
+ "parlimen": 30907,
1148
+ "pautan": 31166,
1149
+ "pelab": 31848,
1150
+ "pelakon": 30608,
1151
+ "pelanc": 31614,
1152
+ "pembahagian": 31648,
1153
+ "pemberont": 31162,
1154
+ "pembun": 31229,
1155
+ "pengamb": 30636,
1156
+ "pengangk": 31897,
1157
+ "pengarah": 31120,
1158
+ "pengerusi": 32023,
1159
+ "penghar": 30943,
1160
+ "penil": 31809,
1161
+ "pentadb": 30565,
1162
+ "pentadbiran": 30748,
1163
+ "penubuhan": 30607,
1164
+ "perad": 31846,
1165
+ "perangan": 30527,
1166
+ "peratus": 31416,
1167
+ "perband": 31421,
1168
+ "perbandaran": 31105,
1169
+ "perger": 31841,
1170
+ "peribadi": 31942,
1171
+ "pering": 31195,
1172
+ "perkahw": 30979,
1173
+ "perkahwinan": 30945,
1174
+ "perkhidmatan": 30537,
1175
+ "perlembagaan": 30813,
1176
+ "perlis": 30569,
1177
+ "perma": 31159,
1178
+ "perni": 30845,
1179
+ "perniagaan": 30811,
1180
+ "persa": 31261,
1181
+ "persek": 31670,
1182
+ "pertamo": 30656,
1183
+ "pertub": 30856,
1184
+ "pertubuhan": 31844,
1185
+ "perub": 31299,
1186
+ "perubatan": 31683,
1187
+ "petempatan": 31254,
1188
+ "peu": 31102,
1189
+ "peugeot": 30533,
1190
+ "peun": 30751,
1191
+ "peus": 31192,
1192
+ "philipp": 30531,
1193
+ "phor": 31842,
1194
+ "phoridae": 30747,
1195
+ "pierre": 31056,
1196
+ "pikeun": 30753,
1197
+ "pingat": 31620,
1198
+ "pirang": 31510,
1199
+ "pisan": 31799,
1200
+ "pisanan": 31514,
1201
+ "piy": 31845,
1202
+ "piyamb": 31244,
1203
+ "piyambak": 31579,
1204
+ "piyambakipun": 31552,
1205
+ "pkr": 31503,
1206
+ "planetesimal": 30992,
1207
+ "planetis": 31898,
1208
+ "platnick": 31789,
1209
+ "plek": 31827,
1210
+ "poe": 31818,
1211
+ "poh": 30737,
1212
+ "poland": 31671,
1213
+ "polen": 30987,
1214
+ "pont": 30788,
1215
+ "popul": 30849,
1216
+ "porifera": 30920,
1217
+ "poskod": 31700,
1218
+ "pour": 30779,
1219
+ "praj": 31372,
1220
+ "pratelan": 31027,
1221
+ "prefiks": 31264,
1222
+ "presid": 31154,
1223
+ "prix": 31611,
1224
+ "produs": 31996,
1225
+ "projek": 31664,
1226
+ "prote": 31100,
1227
+ "protel": 30948,
1228
+ "protelean": 31665,
1229
+ "psychodidae": 31418,
1230
+ "psychotria": 31902,
1231
+ "publishing": 31749,
1232
+ "pungkasan": 31026,
1233
+ "punika": 31338,
1234
+ "puniki": 31597,
1235
+ "punyo": 31148,
1236
+ "purata": 31515,
1237
+ "pusingan": 31738,
1238
+ "railway": 31729,
1239
+ "rakan": 31621,
1240
+ "rasmi": 30846,
1241
+ "rawatan": 31376,
1242
+ "razak": 31054,
1243
+ "rd1": 31959,
1244
+ "reference": 31970,
1245
+ "referensina": 31804,
1246
+ "reka": 31493,
1247
+ "rekod": 31972,
1248
+ "remp": 30690,
1249
+ "rese": 31958,
1250
+ "ringkasnya": 31962,
1251
+ "rings": 31686,
1252
+ "ringtones": 31405,
1253
+ "riw": 31505,
1254
+ "robah": 31676,
1255
+ "romania": 31798,
1256
+ "rows": 32005,
1257
+ "rowspan": 30973,
1258
+ "rujuakan": 31582,
1259
+ "rump": 31734,
1260
+ "runt": 31181,
1261
+ "s1": 31010,
1262
+ "sabab": 30931,
1263
+ "sababaraha": 30978,
1264
+ "sabagai": 30669,
1265
+ "sabah": 31350,
1266
+ "saben": 31313,
1267
+ "sabo": 30952,
1268
+ "saboh": 30545,
1269
+ "sabuah": 31993,
1270
+ "sabuak": 31012,
1271
+ "sacara": 31791,
1272
+ "sacaro": 30950,
1273
+ "sada": 30623,
1274
+ "sadaya": 31731,
1275
+ "sadur": 31506,
1276
+ "sadurunge": 31812,
1277
+ "sae": 31859,
1278
+ "sagadang": 30566,
1279
+ "sagala": 31696,
1280
+ "saged": 31529,
1281
+ "saha": 30851,
1282
+ "sahiji": 31767,
1283
+ "saik": 31135,
1284
+ "saiki": 31079,
1285
+ "saikua": 31126,
1286
+ "sajarah": 31755,
1287
+ "sajeroning": 30967,
1288
+ "sakab": 30620,
1289
+ "sakabeh": 31768,
1290
+ "sakola": 30523,
1291
+ "sakum": 31982,
1292
+ "sakumna": 31452,
1293
+ "salain": 31955,
1294
+ "salaku": 31472,
1295
+ "salle": 31124,
1296
+ "saltic": 30934,
1297
+ "salticidae": 31339,
1298
+ "samant": 30970,
1299
+ "samantaro": 31256,
1300
+ "samem": 31049,
1301
+ "sami": 30998,
1302
+ "sampun": 31420,
1303
+ "sanajan": 31796,
1304
+ "sane": 31528,
1305
+ "sanes": 31419,
1306
+ "sanggeus": 31072,
1307
+ "sangkan": 31133,
1308
+ "saperti": 30894,
1309
+ "sapertos": 31243,
1310
+ "sarawak": 30532,
1311
+ "sarekat": 31598,
1312
+ "sareng": 31994,
1313
+ "saroman": 30557,
1314
+ "sarta": 30699,
1315
+ "sarua": 31173,
1316
+ "sarupo": 30796,
1317
+ "sasuatu": 30778,
1318
+ "satungg": 31760,
1319
+ "sawet": 31219,
1320
+ "sawetara": 31021,
1321
+ "sawij": 30563,
1322
+ "sawijining": 31625,
1323
+ "sawise": 31466,
1324
+ "sayoknyo": 31723,
1325
+ "scarab": 31191,
1326
+ "scarabae": 30522,
1327
+ "scarabaeidae": 31080,
1328
+ "scope": 31028,
1329
+ "sebag": 31171,
1330
+ "sebal": 30789,
1331
+ "sebarang": 30717,
1332
+ "sedeng": 31508,
1333
+ "sedengkeun": 31301,
1334
+ "seek": 31914,
1335
+ "sejen": 31679,
1336
+ "seksyen": 30610,
1337
+ "selanjut": 31064,
1338
+ "sempadan": 31688,
1339
+ "senarai": 31888,
1340
+ "senecio": 31291,
1341
+ "sepanyol": 31414,
1342
+ "sepur": 31434,
1343
+ "seramai": 31919,
1344
+ "serb": 31984,
1345
+ "sese": 31732,
1346
+ "seset": 31882,
1347
+ "sesetengah": 31246,
1348
+ "setiausaha": 31739,
1349
+ "setidak": 30580,
1350
+ "seue": 31327,
1351
+ "seueur": 31617,
1352
+ "seul": 31575,
1353
+ "seuwa": 31855,
1354
+ "sij": 31978,
1355
+ "siji": 31546,
1356
+ "singh": 30815,
1357
+ "sira": 30691,
1358
+ "sisih": 30762,
1359
+ "sken": 31185,
1360
+ "slov": 31592,
1361
+ "slovakia": 31364,
1362
+ "societ": 30693,
1363
+ "socorro": 31761,
1364
+ "soest": 31168,
1365
+ "sokongan": 30681,
1366
+ "sora": 31974,
1367
+ "sorangan": 30670,
1368
+ "sous": 31624,
1369
+ "sov": 31940,
1370
+ "squar": 31039,
1371
+ "staphy": 30874,
1372
+ "staphylin": 31703,
1373
+ "staphylinidae": 31502,
1374
+ "stasion": 30612,
1375
+ "stesen": 31604,
1376
+ "sukan": 31532,
1377
+ "sumat": 30559,
1378
+ "swara": 31194,
1379
+ "syarikat": 31386,
1380
+ "taban": 31695,
1381
+ "tabanidae": 30722,
1382
+ "tabantuak": 31834,
1383
+ "tacatat": 31596,
1384
+ "tach": 31736,
1385
+ "tachinidae": 31038,
1386
+ "tagolong": 31498,
1387
+ "talatak": 31002,
1388
+ "talian": 31858,
1389
+ "tamil": 31513,
1390
+ "tampek": 32012,
1391
+ "tanduak": 31742,
1392
+ "tarikh": 31995,
1393
+ "tegese": 31216,
1394
+ "teka": 31436,
1395
+ "telef": 31771,
1396
+ "telefon": 31136,
1397
+ "telev": 31999,
1398
+ "television": 30904,
1399
+ "televisyen": 30800,
1400
+ "tembung": 30969,
1401
+ "tempatan": 30803,
1402
+ "tempoh": 31237,
1403
+ "tengku": 31358,
1404
+ "tentera": 31948,
1405
+ "teph": 31441,
1406
+ "tephrit": 31303,
1407
+ "tephritidae": 31526,
1408
+ "terengganu": 31067,
1409
+ "terhad": 31954,
1410
+ "terut": 31274,
1411
+ "terutamanya": 31276,
1412
+ "teu": 30861,
1413
+ "teub": 31521,
1414
+ "teuing": 30901,
1415
+ "tha": 30611,
1416
+ "thom": 31367,
1417
+ "tiasa": 30655,
1418
+ "tig": 31572,
1419
+ "tilu": 31777,
1420
+ "timbalan": 30787,
1421
+ "tingga": 30897,
1422
+ "tinimbang": 31226,
1423
+ "tipul": 32006,
1424
+ "tipula": 32019,
1425
+ "tipulidae": 32021,
1426
+ "tiyang": 31875,
1427
+ "tre": 31415,
1428
+ "troya": 30900,
1429
+ "tug": 30772,
1430
+ "tuluy": 31677,
1431
+ "tumb": 30798,
1432
+ "tumbu": 30850,
1433
+ "tunggil": 31385,
1434
+ "turk": 31228,
1435
+ "tutumbu": 30683,
1436
+ "tuw": 30984,
1437
+ "tuwawu": 31969,
1438
+ "ubat": 30892,
1439
+ "uel": 30589,
1440
+ "uga": 30841,
1441
+ "ugi": 31255,
1442
+ "ulekl": 31401,
1443
+ "umno": 30983,
1444
+ "umumnyo": 31689,
1445
+ "undi": 31455,
1446
+ "unggal": 31726,
1447
+ "universiti": 31594,
1448
+ "untuak": 32028,
1449
+ "upami": 31867,
1450
+ "ureueng": 31037,
1451
+ "utamo": 30941,
1452
+ "utawa": 31852,
1453
+ "utawi": 31004,
1454
+ "vasque": 30605,
1455
+ "vcard": 32020,
1456
+ "veg": 31492,
1457
+ "vl": 31637,
1458
+ "waktos": 31342,
1459
+ "walanda": 31432,
1460
+ "wangsa": 31708,
1461
+ "wangun": 31306,
1462
+ "warsa": 30682,
1463
+ "wates": 31707,
1464
+ "wawengkon": 31868,
1465
+ "wayah": 31294,
1466
+ "wek": 31570,
1467
+ "wektu": 30804,
1468
+ "wenten": 30555,
1469
+ "wer": 30773,
1470
+ "wewengkon": 30609,
1471
+ "wikip": 30890,
1472
+ "wiw": 31218,
1473
+ "wiwit": 31894,
1474
+ "woh": 30886,
1475
+ "wonten": 31920,
1476
+ "worms": 30521,
1477
+ "yaiku": 31794,
1478
+ "yening": 30906,
1479
+ "yito": 31963,
1480
+ "yout": 30582,
1481
+ "zealand": 31117,
1482
+ "°": 31045,
1483
+ "°c": 30857,
1484
+ "²": 31698,
1485
+ "ı": 31675,
1486
+ "ł": 30915,
1487
+ "α": 30980,
1488
+ "ε": 31442,
1489
+ "ι": 30828,
1490
+ "ο": 31245,
1491
+ "а": 31626,
1492
+ "е": 30613,
1493
+ "и": 31588,
1494
+ "н": 31076,
1495
+ "о": 31155,
1496
+ "р": 31153,
1497
+ "с": 31865,
1498
+ "ا": 30631,
1499
+ "ال": 30551,
1500
+ "ر": 31557,
1501
+ "ل": 31499,
1502
+ "م": 31065,
1503
+ "ن": 30528,
1504
+ "و": 30968,
1505
+ "ي": 31241,
1506
+ "ᄋ": 31525,
1507
+ "ᅡ": 31399,
1508
+ "ᅵ": 31534,
1509
+ "ᆫ": 31363,
1510
+ "—": 31586,
1511
+ "•": 30896,
1512
+ "…": 31785
1513
+ }
config.json ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "BERTBiGRUClassifier"
4
+ ],
5
+ "bert_model_name": "LazarusNLP/NusaBERT-large",
6
+ "bidirectional": true,
7
+ "concat_layers": true,
8
+ "dropout": 0.3,
9
+ "freeze_bert": false,
10
+ "freeze_from_start": false,
11
+ "freeze_n_layers": 0,
12
+ "gru_layers": 1,
13
+ "hidden_dim": 128,
14
+ "model_type": "bert-bigru",
15
+ "num_classes": 7,
16
+ "pooling": "mean",
17
+ "tokenizer_name": "LazarusNLP/NusaBERT-large",
18
+ "torch_dtype": "float32",
19
+ "transformers_version": "4.48.2"
20
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1a5c984f82b295a4ea10b339102ab998fbf3d56dab4542bf5ee81cba8454735f
3
+ size 1350352556
rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9c22c4e0d6b0ac7b98f01d1d1373c82ace65d1d85128136ed9543a297b17eec3
3
+ size 14244
scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1d962a485d051aa2ea3ff2dc94d23c65cd0886c25a4c6b451d1f7f7900bcb40b
3
+ size 1064
special_tokens_map.json ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": {
3
+ "content": "[CLS]",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "mask_token": {
10
+ "content": "[MASK]",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": {
17
+ "content": "[PAD]",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "sep_token": {
24
+ "content": "[SEP]",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "unk_token": {
31
+ "content": "[UNK]",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ }
37
+ }
tokenizer_config.json ADDED
The diff for this file is too large to render. See raw diff
 
trainer_state.json ADDED
@@ -0,0 +1,1820 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.772007503464447,
3
+ "best_model_checkpoint": "./results/models/nusaparagraph_emot/nusabert-bigru-concate-8-mean\\checkpoint-12222",
4
+ "epoch": 7.0,
5
+ "eval_steps": 500,
6
+ "global_step": 12222,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.0286368843069874,
13
+ "grad_norm": 4.918474197387695,
14
+ "learning_rate": 9.985681557846507e-06,
15
+ "loss": 1.918,
16
+ "step": 50
17
+ },
18
+ {
19
+ "epoch": 0.0572737686139748,
20
+ "grad_norm": 5.332164287567139,
21
+ "learning_rate": 9.971363115693013e-06,
22
+ "loss": 1.8503,
23
+ "step": 100
24
+ },
25
+ {
26
+ "epoch": 0.0859106529209622,
27
+ "grad_norm": 13.817869186401367,
28
+ "learning_rate": 9.95704467353952e-06,
29
+ "loss": 1.7392,
30
+ "step": 150
31
+ },
32
+ {
33
+ "epoch": 0.1145475372279496,
34
+ "grad_norm": 12.340777397155762,
35
+ "learning_rate": 9.942726231386026e-06,
36
+ "loss": 1.4836,
37
+ "step": 200
38
+ },
39
+ {
40
+ "epoch": 0.143184421534937,
41
+ "grad_norm": 17.78537940979004,
42
+ "learning_rate": 9.928407789232532e-06,
43
+ "loss": 1.4447,
44
+ "step": 250
45
+ },
46
+ {
47
+ "epoch": 0.1718213058419244,
48
+ "grad_norm": 15.181681632995605,
49
+ "learning_rate": 9.914089347079038e-06,
50
+ "loss": 1.1689,
51
+ "step": 300
52
+ },
53
+ {
54
+ "epoch": 0.2004581901489118,
55
+ "grad_norm": 12.248451232910156,
56
+ "learning_rate": 9.899770904925546e-06,
57
+ "loss": 1.229,
58
+ "step": 350
59
+ },
60
+ {
61
+ "epoch": 0.2290950744558992,
62
+ "grad_norm": 15.683427810668945,
63
+ "learning_rate": 9.885452462772052e-06,
64
+ "loss": 1.0561,
65
+ "step": 400
66
+ },
67
+ {
68
+ "epoch": 0.25773195876288657,
69
+ "grad_norm": 17.413002014160156,
70
+ "learning_rate": 9.871134020618558e-06,
71
+ "loss": 0.9704,
72
+ "step": 450
73
+ },
74
+ {
75
+ "epoch": 0.286368843069874,
76
+ "grad_norm": 21.993549346923828,
77
+ "learning_rate": 9.856815578465064e-06,
78
+ "loss": 1.0062,
79
+ "step": 500
80
+ },
81
+ {
82
+ "epoch": 0.3150057273768614,
83
+ "grad_norm": 15.140169143676758,
84
+ "learning_rate": 9.84249713631157e-06,
85
+ "loss": 0.9102,
86
+ "step": 550
87
+ },
88
+ {
89
+ "epoch": 0.3436426116838488,
90
+ "grad_norm": 25.413042068481445,
91
+ "learning_rate": 9.828178694158076e-06,
92
+ "loss": 0.8857,
93
+ "step": 600
94
+ },
95
+ {
96
+ "epoch": 0.3722794959908362,
97
+ "grad_norm": 13.888834953308105,
98
+ "learning_rate": 9.813860252004582e-06,
99
+ "loss": 0.9794,
100
+ "step": 650
101
+ },
102
+ {
103
+ "epoch": 0.4009163802978236,
104
+ "grad_norm": 18.061304092407227,
105
+ "learning_rate": 9.799541809851088e-06,
106
+ "loss": 0.9635,
107
+ "step": 700
108
+ },
109
+ {
110
+ "epoch": 0.42955326460481097,
111
+ "grad_norm": 16.933076858520508,
112
+ "learning_rate": 9.785223367697596e-06,
113
+ "loss": 0.8568,
114
+ "step": 750
115
+ },
116
+ {
117
+ "epoch": 0.4581901489117984,
118
+ "grad_norm": 15.249773979187012,
119
+ "learning_rate": 9.770904925544102e-06,
120
+ "loss": 0.8865,
121
+ "step": 800
122
+ },
123
+ {
124
+ "epoch": 0.4868270332187858,
125
+ "grad_norm": 16.965801239013672,
126
+ "learning_rate": 9.756586483390608e-06,
127
+ "loss": 0.776,
128
+ "step": 850
129
+ },
130
+ {
131
+ "epoch": 0.5154639175257731,
132
+ "grad_norm": 6.5678791999816895,
133
+ "learning_rate": 9.742268041237114e-06,
134
+ "loss": 0.8698,
135
+ "step": 900
136
+ },
137
+ {
138
+ "epoch": 0.5441008018327605,
139
+ "grad_norm": 11.134130477905273,
140
+ "learning_rate": 9.72794959908362e-06,
141
+ "loss": 0.7746,
142
+ "step": 950
143
+ },
144
+ {
145
+ "epoch": 0.572737686139748,
146
+ "grad_norm": 13.739683151245117,
147
+ "learning_rate": 9.713631156930127e-06,
148
+ "loss": 0.8256,
149
+ "step": 1000
150
+ },
151
+ {
152
+ "epoch": 0.6013745704467354,
153
+ "grad_norm": 13.819252967834473,
154
+ "learning_rate": 9.699312714776633e-06,
155
+ "loss": 0.8959,
156
+ "step": 1050
157
+ },
158
+ {
159
+ "epoch": 0.6300114547537228,
160
+ "grad_norm": 21.550695419311523,
161
+ "learning_rate": 9.68499427262314e-06,
162
+ "loss": 0.8417,
163
+ "step": 1100
164
+ },
165
+ {
166
+ "epoch": 0.6586483390607102,
167
+ "grad_norm": 15.80966854095459,
168
+ "learning_rate": 9.670675830469645e-06,
169
+ "loss": 0.9138,
170
+ "step": 1150
171
+ },
172
+ {
173
+ "epoch": 0.6872852233676976,
174
+ "grad_norm": 9.978912353515625,
175
+ "learning_rate": 9.656357388316153e-06,
176
+ "loss": 0.7363,
177
+ "step": 1200
178
+ },
179
+ {
180
+ "epoch": 0.715922107674685,
181
+ "grad_norm": 15.32123851776123,
182
+ "learning_rate": 9.642038946162659e-06,
183
+ "loss": 0.849,
184
+ "step": 1250
185
+ },
186
+ {
187
+ "epoch": 0.7445589919816724,
188
+ "grad_norm": 21.705232620239258,
189
+ "learning_rate": 9.627720504009165e-06,
190
+ "loss": 0.8068,
191
+ "step": 1300
192
+ },
193
+ {
194
+ "epoch": 0.7731958762886598,
195
+ "grad_norm": 23.230682373046875,
196
+ "learning_rate": 9.613402061855671e-06,
197
+ "loss": 0.7546,
198
+ "step": 1350
199
+ },
200
+ {
201
+ "epoch": 0.8018327605956472,
202
+ "grad_norm": 18.663450241088867,
203
+ "learning_rate": 9.599083619702177e-06,
204
+ "loss": 0.7417,
205
+ "step": 1400
206
+ },
207
+ {
208
+ "epoch": 0.8304696449026346,
209
+ "grad_norm": 17.77196502685547,
210
+ "learning_rate": 9.584765177548685e-06,
211
+ "loss": 0.7517,
212
+ "step": 1450
213
+ },
214
+ {
215
+ "epoch": 0.8591065292096219,
216
+ "grad_norm": 7.162426471710205,
217
+ "learning_rate": 9.57044673539519e-06,
218
+ "loss": 0.6956,
219
+ "step": 1500
220
+ },
221
+ {
222
+ "epoch": 0.8877434135166093,
223
+ "grad_norm": 11.551986694335938,
224
+ "learning_rate": 9.556128293241697e-06,
225
+ "loss": 0.7805,
226
+ "step": 1550
227
+ },
228
+ {
229
+ "epoch": 0.9163802978235968,
230
+ "grad_norm": 28.649534225463867,
231
+ "learning_rate": 9.541809851088203e-06,
232
+ "loss": 0.7907,
233
+ "step": 1600
234
+ },
235
+ {
236
+ "epoch": 0.9450171821305842,
237
+ "grad_norm": 24.329723358154297,
238
+ "learning_rate": 9.527491408934708e-06,
239
+ "loss": 0.662,
240
+ "step": 1650
241
+ },
242
+ {
243
+ "epoch": 0.9736540664375716,
244
+ "grad_norm": 8.512353897094727,
245
+ "learning_rate": 9.513172966781214e-06,
246
+ "loss": 0.7086,
247
+ "step": 1700
248
+ },
249
+ {
250
+ "epoch": 1.0,
251
+ "eval_accuracy": 0.7155204810221721,
252
+ "eval_f1": 0.7112801498610356,
253
+ "eval_loss": 0.8033041954040527,
254
+ "eval_runtime": 36.3098,
255
+ "eval_samples_per_second": 73.286,
256
+ "eval_steps_per_second": 9.171,
257
+ "step": 1746
258
+ },
259
+ {
260
+ "epoch": 1.002290950744559,
261
+ "grad_norm": 19.602813720703125,
262
+ "learning_rate": 9.49885452462772e-06,
263
+ "loss": 0.7832,
264
+ "step": 1750
265
+ },
266
+ {
267
+ "epoch": 1.0309278350515463,
268
+ "grad_norm": 8.915902137756348,
269
+ "learning_rate": 9.484536082474226e-06,
270
+ "loss": 0.5571,
271
+ "step": 1800
272
+ },
273
+ {
274
+ "epoch": 1.0595647193585338,
275
+ "grad_norm": 44.88418960571289,
276
+ "learning_rate": 9.470217640320734e-06,
277
+ "loss": 0.5963,
278
+ "step": 1850
279
+ },
280
+ {
281
+ "epoch": 1.088201603665521,
282
+ "grad_norm": 7.115338325500488,
283
+ "learning_rate": 9.45589919816724e-06,
284
+ "loss": 0.4956,
285
+ "step": 1900
286
+ },
287
+ {
288
+ "epoch": 1.1168384879725086,
289
+ "grad_norm": 16.892269134521484,
290
+ "learning_rate": 9.441580756013746e-06,
291
+ "loss": 0.4767,
292
+ "step": 1950
293
+ },
294
+ {
295
+ "epoch": 1.145475372279496,
296
+ "grad_norm": 30.78487205505371,
297
+ "learning_rate": 9.427262313860252e-06,
298
+ "loss": 0.5456,
299
+ "step": 2000
300
+ },
301
+ {
302
+ "epoch": 1.1741122565864834,
303
+ "grad_norm": 12.62244987487793,
304
+ "learning_rate": 9.41294387170676e-06,
305
+ "loss": 0.531,
306
+ "step": 2050
307
+ },
308
+ {
309
+ "epoch": 1.2027491408934707,
310
+ "grad_norm": 20.651899337768555,
311
+ "learning_rate": 9.398625429553266e-06,
312
+ "loss": 0.529,
313
+ "step": 2100
314
+ },
315
+ {
316
+ "epoch": 1.2313860252004583,
317
+ "grad_norm": 21.23448371887207,
318
+ "learning_rate": 9.384306987399772e-06,
319
+ "loss": 0.5307,
320
+ "step": 2150
321
+ },
322
+ {
323
+ "epoch": 1.2600229095074456,
324
+ "grad_norm": 6.756899356842041,
325
+ "learning_rate": 9.369988545246278e-06,
326
+ "loss": 0.5302,
327
+ "step": 2200
328
+ },
329
+ {
330
+ "epoch": 1.2886597938144329,
331
+ "grad_norm": 11.766059875488281,
332
+ "learning_rate": 9.355670103092784e-06,
333
+ "loss": 0.5169,
334
+ "step": 2250
335
+ },
336
+ {
337
+ "epoch": 1.3172966781214204,
338
+ "grad_norm": 12.042119026184082,
339
+ "learning_rate": 9.341351660939291e-06,
340
+ "loss": 0.4705,
341
+ "step": 2300
342
+ },
343
+ {
344
+ "epoch": 1.345933562428408,
345
+ "grad_norm": 13.262438774108887,
346
+ "learning_rate": 9.327033218785797e-06,
347
+ "loss": 0.5263,
348
+ "step": 2350
349
+ },
350
+ {
351
+ "epoch": 1.3745704467353952,
352
+ "grad_norm": 24.665464401245117,
353
+ "learning_rate": 9.312714776632303e-06,
354
+ "loss": 0.5039,
355
+ "step": 2400
356
+ },
357
+ {
358
+ "epoch": 1.4032073310423825,
359
+ "grad_norm": 24.94556427001953,
360
+ "learning_rate": 9.29839633447881e-06,
361
+ "loss": 0.5736,
362
+ "step": 2450
363
+ },
364
+ {
365
+ "epoch": 1.43184421534937,
366
+ "grad_norm": 18.88966941833496,
367
+ "learning_rate": 9.284077892325315e-06,
368
+ "loss": 0.5569,
369
+ "step": 2500
370
+ },
371
+ {
372
+ "epoch": 1.4604810996563573,
373
+ "grad_norm": 8.994138717651367,
374
+ "learning_rate": 9.269759450171823e-06,
375
+ "loss": 0.4279,
376
+ "step": 2550
377
+ },
378
+ {
379
+ "epoch": 1.4891179839633448,
380
+ "grad_norm": 8.518653869628906,
381
+ "learning_rate": 9.255441008018329e-06,
382
+ "loss": 0.4764,
383
+ "step": 2600
384
+ },
385
+ {
386
+ "epoch": 1.5177548682703321,
387
+ "grad_norm": 35.21455764770508,
388
+ "learning_rate": 9.241122565864835e-06,
389
+ "loss": 0.5318,
390
+ "step": 2650
391
+ },
392
+ {
393
+ "epoch": 1.5463917525773194,
394
+ "grad_norm": 13.781972885131836,
395
+ "learning_rate": 9.226804123711341e-06,
396
+ "loss": 0.4229,
397
+ "step": 2700
398
+ },
399
+ {
400
+ "epoch": 1.575028636884307,
401
+ "grad_norm": 7.166682720184326,
402
+ "learning_rate": 9.212485681557847e-06,
403
+ "loss": 0.511,
404
+ "step": 2750
405
+ },
406
+ {
407
+ "epoch": 1.6036655211912945,
408
+ "grad_norm": 20.155414581298828,
409
+ "learning_rate": 9.198167239404353e-06,
410
+ "loss": 0.5216,
411
+ "step": 2800
412
+ },
413
+ {
414
+ "epoch": 1.6323024054982818,
415
+ "grad_norm": 13.758686065673828,
416
+ "learning_rate": 9.183848797250859e-06,
417
+ "loss": 0.5359,
418
+ "step": 2850
419
+ },
420
+ {
421
+ "epoch": 1.660939289805269,
422
+ "grad_norm": 17.821603775024414,
423
+ "learning_rate": 9.169530355097367e-06,
424
+ "loss": 0.5762,
425
+ "step": 2900
426
+ },
427
+ {
428
+ "epoch": 1.6895761741122566,
429
+ "grad_norm": 22.8956356048584,
430
+ "learning_rate": 9.155211912943873e-06,
431
+ "loss": 0.5629,
432
+ "step": 2950
433
+ },
434
+ {
435
+ "epoch": 1.718213058419244,
436
+ "grad_norm": 3.841970443725586,
437
+ "learning_rate": 9.140893470790379e-06,
438
+ "loss": 0.4847,
439
+ "step": 3000
440
+ },
441
+ {
442
+ "epoch": 1.7468499427262314,
443
+ "grad_norm": 22.353851318359375,
444
+ "learning_rate": 9.126575028636885e-06,
445
+ "loss": 0.499,
446
+ "step": 3050
447
+ },
448
+ {
449
+ "epoch": 1.7754868270332187,
450
+ "grad_norm": 6.219491481781006,
451
+ "learning_rate": 9.11225658648339e-06,
452
+ "loss": 0.6343,
453
+ "step": 3100
454
+ },
455
+ {
456
+ "epoch": 1.8041237113402062,
457
+ "grad_norm": 26.25059700012207,
458
+ "learning_rate": 9.097938144329898e-06,
459
+ "loss": 0.5259,
460
+ "step": 3150
461
+ },
462
+ {
463
+ "epoch": 1.8327605956471937,
464
+ "grad_norm": 14.963705062866211,
465
+ "learning_rate": 9.083619702176404e-06,
466
+ "loss": 0.5091,
467
+ "step": 3200
468
+ },
469
+ {
470
+ "epoch": 1.861397479954181,
471
+ "grad_norm": 4.209954261779785,
472
+ "learning_rate": 9.06930126002291e-06,
473
+ "loss": 0.5591,
474
+ "step": 3250
475
+ },
476
+ {
477
+ "epoch": 1.8900343642611683,
478
+ "grad_norm": 12.075881958007812,
479
+ "learning_rate": 9.054982817869416e-06,
480
+ "loss": 0.4983,
481
+ "step": 3300
482
+ },
483
+ {
484
+ "epoch": 1.9186712485681556,
485
+ "grad_norm": 14.535738945007324,
486
+ "learning_rate": 9.040664375715922e-06,
487
+ "loss": 0.4013,
488
+ "step": 3350
489
+ },
490
+ {
491
+ "epoch": 1.9473081328751431,
492
+ "grad_norm": 12.017505645751953,
493
+ "learning_rate": 9.02634593356243e-06,
494
+ "loss": 0.5307,
495
+ "step": 3400
496
+ },
497
+ {
498
+ "epoch": 1.9759450171821307,
499
+ "grad_norm": 24.822385787963867,
500
+ "learning_rate": 9.012027491408936e-06,
501
+ "loss": 0.4848,
502
+ "step": 3450
503
+ },
504
+ {
505
+ "epoch": 2.0,
506
+ "eval_accuracy": 0.7576099210822999,
507
+ "eval_f1": 0.7572228179173918,
508
+ "eval_loss": 0.7472622394561768,
509
+ "eval_runtime": 36.2957,
510
+ "eval_samples_per_second": 73.314,
511
+ "eval_steps_per_second": 9.175,
512
+ "step": 3492
513
+ },
514
+ {
515
+ "epoch": 2.004581901489118,
516
+ "grad_norm": 0.584539532661438,
517
+ "learning_rate": 8.997709049255442e-06,
518
+ "loss": 0.4442,
519
+ "step": 3500
520
+ },
521
+ {
522
+ "epoch": 2.0332187857961053,
523
+ "grad_norm": 48.69373321533203,
524
+ "learning_rate": 8.983390607101948e-06,
525
+ "loss": 0.3488,
526
+ "step": 3550
527
+ },
528
+ {
529
+ "epoch": 2.0618556701030926,
530
+ "grad_norm": 6.41154670715332,
531
+ "learning_rate": 8.969072164948455e-06,
532
+ "loss": 0.3281,
533
+ "step": 3600
534
+ },
535
+ {
536
+ "epoch": 2.0904925544100803,
537
+ "grad_norm": 29.08100700378418,
538
+ "learning_rate": 8.954753722794961e-06,
539
+ "loss": 0.2916,
540
+ "step": 3650
541
+ },
542
+ {
543
+ "epoch": 2.1191294387170676,
544
+ "grad_norm": 9.118326187133789,
545
+ "learning_rate": 8.940435280641467e-06,
546
+ "loss": 0.2665,
547
+ "step": 3700
548
+ },
549
+ {
550
+ "epoch": 2.147766323024055,
551
+ "grad_norm": 3.8800840377807617,
552
+ "learning_rate": 8.926116838487973e-06,
553
+ "loss": 0.2697,
554
+ "step": 3750
555
+ },
556
+ {
557
+ "epoch": 2.176403207331042,
558
+ "grad_norm": 14.715743064880371,
559
+ "learning_rate": 8.91179839633448e-06,
560
+ "loss": 0.3374,
561
+ "step": 3800
562
+ },
563
+ {
564
+ "epoch": 2.20504009163803,
565
+ "grad_norm": 46.47842025756836,
566
+ "learning_rate": 8.897479954180985e-06,
567
+ "loss": 0.2725,
568
+ "step": 3850
569
+ },
570
+ {
571
+ "epoch": 2.2336769759450172,
572
+ "grad_norm": 25.640724182128906,
573
+ "learning_rate": 8.883161512027491e-06,
574
+ "loss": 0.2656,
575
+ "step": 3900
576
+ },
577
+ {
578
+ "epoch": 2.2623138602520045,
579
+ "grad_norm": 33.861568450927734,
580
+ "learning_rate": 8.868843069873997e-06,
581
+ "loss": 0.3202,
582
+ "step": 3950
583
+ },
584
+ {
585
+ "epoch": 2.290950744558992,
586
+ "grad_norm": 1.642096996307373,
587
+ "learning_rate": 8.854524627720505e-06,
588
+ "loss": 0.2686,
589
+ "step": 4000
590
+ },
591
+ {
592
+ "epoch": 2.319587628865979,
593
+ "grad_norm": 10.57680606842041,
594
+ "learning_rate": 8.840206185567011e-06,
595
+ "loss": 0.2817,
596
+ "step": 4050
597
+ },
598
+ {
599
+ "epoch": 2.348224513172967,
600
+ "grad_norm": 22.718547821044922,
601
+ "learning_rate": 8.825887743413517e-06,
602
+ "loss": 0.3209,
603
+ "step": 4100
604
+ },
605
+ {
606
+ "epoch": 2.376861397479954,
607
+ "grad_norm": 39.80268859863281,
608
+ "learning_rate": 8.811569301260023e-06,
609
+ "loss": 0.3598,
610
+ "step": 4150
611
+ },
612
+ {
613
+ "epoch": 2.4054982817869415,
614
+ "grad_norm": 13.368090629577637,
615
+ "learning_rate": 8.797250859106529e-06,
616
+ "loss": 0.3448,
617
+ "step": 4200
618
+ },
619
+ {
620
+ "epoch": 2.434135166093929,
621
+ "grad_norm": 55.12387466430664,
622
+ "learning_rate": 8.782932416953037e-06,
623
+ "loss": 0.2845,
624
+ "step": 4250
625
+ },
626
+ {
627
+ "epoch": 2.4627720504009165,
628
+ "grad_norm": 8.037142753601074,
629
+ "learning_rate": 8.768613974799543e-06,
630
+ "loss": 0.2482,
631
+ "step": 4300
632
+ },
633
+ {
634
+ "epoch": 2.491408934707904,
635
+ "grad_norm": 14.919239044189453,
636
+ "learning_rate": 8.754295532646049e-06,
637
+ "loss": 0.2222,
638
+ "step": 4350
639
+ },
640
+ {
641
+ "epoch": 2.520045819014891,
642
+ "grad_norm": 30.16111946105957,
643
+ "learning_rate": 8.739977090492555e-06,
644
+ "loss": 0.2577,
645
+ "step": 4400
646
+ },
647
+ {
648
+ "epoch": 2.5486827033218784,
649
+ "grad_norm": 18.18327522277832,
650
+ "learning_rate": 8.725658648339062e-06,
651
+ "loss": 0.2802,
652
+ "step": 4450
653
+ },
654
+ {
655
+ "epoch": 2.5773195876288657,
656
+ "grad_norm": 14.579641342163086,
657
+ "learning_rate": 8.711340206185568e-06,
658
+ "loss": 0.2528,
659
+ "step": 4500
660
+ },
661
+ {
662
+ "epoch": 2.6059564719358534,
663
+ "grad_norm": 17.266183853149414,
664
+ "learning_rate": 8.697021764032074e-06,
665
+ "loss": 0.3592,
666
+ "step": 4550
667
+ },
668
+ {
669
+ "epoch": 2.6345933562428407,
670
+ "grad_norm": 16.718862533569336,
671
+ "learning_rate": 8.68270332187858e-06,
672
+ "loss": 0.3184,
673
+ "step": 4600
674
+ },
675
+ {
676
+ "epoch": 2.663230240549828,
677
+ "grad_norm": 25.249649047851562,
678
+ "learning_rate": 8.668384879725086e-06,
679
+ "loss": 0.2697,
680
+ "step": 4650
681
+ },
682
+ {
683
+ "epoch": 2.691867124856816,
684
+ "grad_norm": 11.022406578063965,
685
+ "learning_rate": 8.654066437571594e-06,
686
+ "loss": 0.2776,
687
+ "step": 4700
688
+ },
689
+ {
690
+ "epoch": 2.720504009163803,
691
+ "grad_norm": 8.15123176574707,
692
+ "learning_rate": 8.6397479954181e-06,
693
+ "loss": 0.3462,
694
+ "step": 4750
695
+ },
696
+ {
697
+ "epoch": 2.7491408934707904,
698
+ "grad_norm": 11.458098411560059,
699
+ "learning_rate": 8.625429553264606e-06,
700
+ "loss": 0.3657,
701
+ "step": 4800
702
+ },
703
+ {
704
+ "epoch": 2.7777777777777777,
705
+ "grad_norm": 3.9528236389160156,
706
+ "learning_rate": 8.611111111111112e-06,
707
+ "loss": 0.3086,
708
+ "step": 4850
709
+ },
710
+ {
711
+ "epoch": 2.806414662084765,
712
+ "grad_norm": 39.1205940246582,
713
+ "learning_rate": 8.596792668957618e-06,
714
+ "loss": 0.3528,
715
+ "step": 4900
716
+ },
717
+ {
718
+ "epoch": 2.8350515463917527,
719
+ "grad_norm": 53.56584167480469,
720
+ "learning_rate": 8.582474226804124e-06,
721
+ "loss": 0.2909,
722
+ "step": 4950
723
+ },
724
+ {
725
+ "epoch": 2.86368843069874,
726
+ "grad_norm": 51.294132232666016,
727
+ "learning_rate": 8.56815578465063e-06,
728
+ "loss": 0.2571,
729
+ "step": 5000
730
+ },
731
+ {
732
+ "epoch": 2.8923253150057273,
733
+ "grad_norm": 48.5758056640625,
734
+ "learning_rate": 8.553837342497136e-06,
735
+ "loss": 0.2812,
736
+ "step": 5050
737
+ },
738
+ {
739
+ "epoch": 2.9209621993127146,
740
+ "grad_norm": 9.625508308410645,
741
+ "learning_rate": 8.539518900343643e-06,
742
+ "loss": 0.2606,
743
+ "step": 5100
744
+ },
745
+ {
746
+ "epoch": 2.9495990836197024,
747
+ "grad_norm": 22.97384262084961,
748
+ "learning_rate": 8.52520045819015e-06,
749
+ "loss": 0.3566,
750
+ "step": 5150
751
+ },
752
+ {
753
+ "epoch": 2.9782359679266897,
754
+ "grad_norm": 34.34775161743164,
755
+ "learning_rate": 8.510882016036655e-06,
756
+ "loss": 0.3251,
757
+ "step": 5200
758
+ },
759
+ {
760
+ "epoch": 3.0,
761
+ "eval_accuracy": 0.7493423524990604,
762
+ "eval_f1": 0.7488536960670391,
763
+ "eval_loss": 0.9042189121246338,
764
+ "eval_runtime": 36.3022,
765
+ "eval_samples_per_second": 73.301,
766
+ "eval_steps_per_second": 9.173,
767
+ "step": 5238
768
+ },
769
+ {
770
+ "epoch": 3.006872852233677,
771
+ "grad_norm": 0.47577229142189026,
772
+ "learning_rate": 8.496563573883161e-06,
773
+ "loss": 0.2671,
774
+ "step": 5250
775
+ },
776
+ {
777
+ "epoch": 3.0355097365406642,
778
+ "grad_norm": 36.310089111328125,
779
+ "learning_rate": 8.482245131729669e-06,
780
+ "loss": 0.1493,
781
+ "step": 5300
782
+ },
783
+ {
784
+ "epoch": 3.0641466208476515,
785
+ "grad_norm": 29.30960464477539,
786
+ "learning_rate": 8.467926689576175e-06,
787
+ "loss": 0.1603,
788
+ "step": 5350
789
+ },
790
+ {
791
+ "epoch": 3.0927835051546393,
792
+ "grad_norm": 2.112786054611206,
793
+ "learning_rate": 8.453608247422681e-06,
794
+ "loss": 0.1363,
795
+ "step": 5400
796
+ },
797
+ {
798
+ "epoch": 3.1214203894616266,
799
+ "grad_norm": 3.0346627235412598,
800
+ "learning_rate": 8.439289805269187e-06,
801
+ "loss": 0.1359,
802
+ "step": 5450
803
+ },
804
+ {
805
+ "epoch": 3.150057273768614,
806
+ "grad_norm": 22.331645965576172,
807
+ "learning_rate": 8.424971363115693e-06,
808
+ "loss": 0.1479,
809
+ "step": 5500
810
+ },
811
+ {
812
+ "epoch": 3.178694158075601,
813
+ "grad_norm": 13.065728187561035,
814
+ "learning_rate": 8.4106529209622e-06,
815
+ "loss": 0.1311,
816
+ "step": 5550
817
+ },
818
+ {
819
+ "epoch": 3.207331042382589,
820
+ "grad_norm": 3.163928270339966,
821
+ "learning_rate": 8.396334478808707e-06,
822
+ "loss": 0.1364,
823
+ "step": 5600
824
+ },
825
+ {
826
+ "epoch": 3.2359679266895762,
827
+ "grad_norm": 33.371849060058594,
828
+ "learning_rate": 8.382016036655213e-06,
829
+ "loss": 0.1485,
830
+ "step": 5650
831
+ },
832
+ {
833
+ "epoch": 3.2646048109965635,
834
+ "grad_norm": 24.721717834472656,
835
+ "learning_rate": 8.367697594501719e-06,
836
+ "loss": 0.155,
837
+ "step": 5700
838
+ },
839
+ {
840
+ "epoch": 3.293241695303551,
841
+ "grad_norm": 15.719419479370117,
842
+ "learning_rate": 8.353379152348225e-06,
843
+ "loss": 0.1539,
844
+ "step": 5750
845
+ },
846
+ {
847
+ "epoch": 3.3218785796105386,
848
+ "grad_norm": 41.62794876098633,
849
+ "learning_rate": 8.339060710194732e-06,
850
+ "loss": 0.1695,
851
+ "step": 5800
852
+ },
853
+ {
854
+ "epoch": 3.350515463917526,
855
+ "grad_norm": 1.7000266313552856,
856
+ "learning_rate": 8.324742268041238e-06,
857
+ "loss": 0.187,
858
+ "step": 5850
859
+ },
860
+ {
861
+ "epoch": 3.379152348224513,
862
+ "grad_norm": 9.574384689331055,
863
+ "learning_rate": 8.310423825887744e-06,
864
+ "loss": 0.1909,
865
+ "step": 5900
866
+ },
867
+ {
868
+ "epoch": 3.4077892325315005,
869
+ "grad_norm": 19.80113410949707,
870
+ "learning_rate": 8.29610538373425e-06,
871
+ "loss": 0.1656,
872
+ "step": 5950
873
+ },
874
+ {
875
+ "epoch": 3.436426116838488,
876
+ "grad_norm": 71.53827667236328,
877
+ "learning_rate": 8.281786941580758e-06,
878
+ "loss": 0.1116,
879
+ "step": 6000
880
+ },
881
+ {
882
+ "epoch": 3.4650630011454755,
883
+ "grad_norm": 65.89808654785156,
884
+ "learning_rate": 8.267468499427262e-06,
885
+ "loss": 0.188,
886
+ "step": 6050
887
+ },
888
+ {
889
+ "epoch": 3.493699885452463,
890
+ "grad_norm": 60.68288803100586,
891
+ "learning_rate": 8.253150057273768e-06,
892
+ "loss": 0.1315,
893
+ "step": 6100
894
+ },
895
+ {
896
+ "epoch": 3.52233676975945,
897
+ "grad_norm": 25.550884246826172,
898
+ "learning_rate": 8.238831615120276e-06,
899
+ "loss": 0.1194,
900
+ "step": 6150
901
+ },
902
+ {
903
+ "epoch": 3.5509736540664374,
904
+ "grad_norm": 6.416481971740723,
905
+ "learning_rate": 8.224513172966782e-06,
906
+ "loss": 0.134,
907
+ "step": 6200
908
+ },
909
+ {
910
+ "epoch": 3.579610538373425,
911
+ "grad_norm": 1.5923579931259155,
912
+ "learning_rate": 8.210194730813288e-06,
913
+ "loss": 0.1672,
914
+ "step": 6250
915
+ },
916
+ {
917
+ "epoch": 3.6082474226804124,
918
+ "grad_norm": 19.590898513793945,
919
+ "learning_rate": 8.195876288659794e-06,
920
+ "loss": 0.14,
921
+ "step": 6300
922
+ },
923
+ {
924
+ "epoch": 3.6368843069873997,
925
+ "grad_norm": 0.4376499652862549,
926
+ "learning_rate": 8.1815578465063e-06,
927
+ "loss": 0.1425,
928
+ "step": 6350
929
+ },
930
+ {
931
+ "epoch": 3.665521191294387,
932
+ "grad_norm": 11.566116333007812,
933
+ "learning_rate": 8.167239404352808e-06,
934
+ "loss": 0.205,
935
+ "step": 6400
936
+ },
937
+ {
938
+ "epoch": 3.6941580756013748,
939
+ "grad_norm": 62.71388626098633,
940
+ "learning_rate": 8.152920962199314e-06,
941
+ "loss": 0.184,
942
+ "step": 6450
943
+ },
944
+ {
945
+ "epoch": 3.722794959908362,
946
+ "grad_norm": 0.32115602493286133,
947
+ "learning_rate": 8.13860252004582e-06,
948
+ "loss": 0.1267,
949
+ "step": 6500
950
+ },
951
+ {
952
+ "epoch": 3.7514318442153494,
953
+ "grad_norm": 53.07960891723633,
954
+ "learning_rate": 8.124284077892326e-06,
955
+ "loss": 0.1796,
956
+ "step": 6550
957
+ },
958
+ {
959
+ "epoch": 3.7800687285223367,
960
+ "grad_norm": 2.265838861465454,
961
+ "learning_rate": 8.109965635738832e-06,
962
+ "loss": 0.2187,
963
+ "step": 6600
964
+ },
965
+ {
966
+ "epoch": 3.808705612829324,
967
+ "grad_norm": 0.6725891828536987,
968
+ "learning_rate": 8.09564719358534e-06,
969
+ "loss": 0.1518,
970
+ "step": 6650
971
+ },
972
+ {
973
+ "epoch": 3.8373424971363117,
974
+ "grad_norm": 53.60797882080078,
975
+ "learning_rate": 8.081328751431845e-06,
976
+ "loss": 0.1619,
977
+ "step": 6700
978
+ },
979
+ {
980
+ "epoch": 3.865979381443299,
981
+ "grad_norm": 22.341100692749023,
982
+ "learning_rate": 8.067010309278351e-06,
983
+ "loss": 0.1378,
984
+ "step": 6750
985
+ },
986
+ {
987
+ "epoch": 3.8946162657502863,
988
+ "grad_norm": 64.15727996826172,
989
+ "learning_rate": 8.052691867124857e-06,
990
+ "loss": 0.1445,
991
+ "step": 6800
992
+ },
993
+ {
994
+ "epoch": 3.923253150057274,
995
+ "grad_norm": 36.292484283447266,
996
+ "learning_rate": 8.038373424971365e-06,
997
+ "loss": 0.1612,
998
+ "step": 6850
999
+ },
1000
+ {
1001
+ "epoch": 3.9518900343642613,
1002
+ "grad_norm": 4.331699848175049,
1003
+ "learning_rate": 8.02405498281787e-06,
1004
+ "loss": 0.2337,
1005
+ "step": 6900
1006
+ },
1007
+ {
1008
+ "epoch": 3.9805269186712486,
1009
+ "grad_norm": 0.28292712569236755,
1010
+ "learning_rate": 8.009736540664377e-06,
1011
+ "loss": 0.1779,
1012
+ "step": 6950
1013
+ },
1014
+ {
1015
+ "epoch": 4.0,
1016
+ "eval_accuracy": 0.7606163096580233,
1017
+ "eval_f1": 0.7597313264211647,
1018
+ "eval_loss": 0.9818114042282104,
1019
+ "eval_runtime": 36.2859,
1020
+ "eval_samples_per_second": 73.334,
1021
+ "eval_steps_per_second": 9.177,
1022
+ "step": 6984
1023
+ },
1024
+ {
1025
+ "epoch": 4.009163802978236,
1026
+ "grad_norm": 14.622065544128418,
1027
+ "learning_rate": 7.995418098510883e-06,
1028
+ "loss": 0.1005,
1029
+ "step": 7000
1030
+ },
1031
+ {
1032
+ "epoch": 4.037800687285223,
1033
+ "grad_norm": 0.4035070836544037,
1034
+ "learning_rate": 7.981099656357389e-06,
1035
+ "loss": 0.0777,
1036
+ "step": 7050
1037
+ },
1038
+ {
1039
+ "epoch": 4.0664375715922105,
1040
+ "grad_norm": 31.626924514770508,
1041
+ "learning_rate": 7.966781214203895e-06,
1042
+ "loss": 0.0581,
1043
+ "step": 7100
1044
+ },
1045
+ {
1046
+ "epoch": 4.095074455899198,
1047
+ "grad_norm": 0.15928135812282562,
1048
+ "learning_rate": 7.9524627720504e-06,
1049
+ "loss": 0.0477,
1050
+ "step": 7150
1051
+ },
1052
+ {
1053
+ "epoch": 4.123711340206185,
1054
+ "grad_norm": 49.666709899902344,
1055
+ "learning_rate": 7.938144329896907e-06,
1056
+ "loss": 0.0752,
1057
+ "step": 7200
1058
+ },
1059
+ {
1060
+ "epoch": 4.152348224513173,
1061
+ "grad_norm": 0.6751652956008911,
1062
+ "learning_rate": 7.923825887743414e-06,
1063
+ "loss": 0.0807,
1064
+ "step": 7250
1065
+ },
1066
+ {
1067
+ "epoch": 4.180985108820161,
1068
+ "grad_norm": 0.623131513595581,
1069
+ "learning_rate": 7.90950744558992e-06,
1070
+ "loss": 0.1205,
1071
+ "step": 7300
1072
+ },
1073
+ {
1074
+ "epoch": 4.209621993127148,
1075
+ "grad_norm": 0.47417309880256653,
1076
+ "learning_rate": 7.895189003436426e-06,
1077
+ "loss": 0.0286,
1078
+ "step": 7350
1079
+ },
1080
+ {
1081
+ "epoch": 4.238258877434135,
1082
+ "grad_norm": 0.37885400652885437,
1083
+ "learning_rate": 7.880870561282932e-06,
1084
+ "loss": 0.0747,
1085
+ "step": 7400
1086
+ },
1087
+ {
1088
+ "epoch": 4.2668957617411225,
1089
+ "grad_norm": 1.7955352067947388,
1090
+ "learning_rate": 7.866552119129438e-06,
1091
+ "loss": 0.0544,
1092
+ "step": 7450
1093
+ },
1094
+ {
1095
+ "epoch": 4.29553264604811,
1096
+ "grad_norm": 46.27180862426758,
1097
+ "learning_rate": 7.852233676975946e-06,
1098
+ "loss": 0.0447,
1099
+ "step": 7500
1100
+ },
1101
+ {
1102
+ "epoch": 4.324169530355097,
1103
+ "grad_norm": 2.345630645751953,
1104
+ "learning_rate": 7.837915234822452e-06,
1105
+ "loss": 0.0599,
1106
+ "step": 7550
1107
+ },
1108
+ {
1109
+ "epoch": 4.352806414662084,
1110
+ "grad_norm": 0.334553986787796,
1111
+ "learning_rate": 7.823596792668958e-06,
1112
+ "loss": 0.0494,
1113
+ "step": 7600
1114
+ },
1115
+ {
1116
+ "epoch": 4.381443298969073,
1117
+ "grad_norm": 8.703739166259766,
1118
+ "learning_rate": 7.809278350515464e-06,
1119
+ "loss": 0.0523,
1120
+ "step": 7650
1121
+ },
1122
+ {
1123
+ "epoch": 4.41008018327606,
1124
+ "grad_norm": 36.21126937866211,
1125
+ "learning_rate": 7.794959908361972e-06,
1126
+ "loss": 0.115,
1127
+ "step": 7700
1128
+ },
1129
+ {
1130
+ "epoch": 4.438717067583047,
1131
+ "grad_norm": 0.7834786772727966,
1132
+ "learning_rate": 7.780641466208478e-06,
1133
+ "loss": 0.0602,
1134
+ "step": 7750
1135
+ },
1136
+ {
1137
+ "epoch": 4.4673539518900345,
1138
+ "grad_norm": 1.5702382326126099,
1139
+ "learning_rate": 7.766323024054984e-06,
1140
+ "loss": 0.1341,
1141
+ "step": 7800
1142
+ },
1143
+ {
1144
+ "epoch": 4.495990836197022,
1145
+ "grad_norm": 0.2708655595779419,
1146
+ "learning_rate": 7.75200458190149e-06,
1147
+ "loss": 0.1514,
1148
+ "step": 7850
1149
+ },
1150
+ {
1151
+ "epoch": 4.524627720504009,
1152
+ "grad_norm": 0.48853299021720886,
1153
+ "learning_rate": 7.737686139747996e-06,
1154
+ "loss": 0.1418,
1155
+ "step": 7900
1156
+ },
1157
+ {
1158
+ "epoch": 4.553264604810996,
1159
+ "grad_norm": 36.37514114379883,
1160
+ "learning_rate": 7.723367697594503e-06,
1161
+ "loss": 0.0663,
1162
+ "step": 7950
1163
+ },
1164
+ {
1165
+ "epoch": 4.581901489117984,
1166
+ "grad_norm": 30.906522750854492,
1167
+ "learning_rate": 7.70904925544101e-06,
1168
+ "loss": 0.0655,
1169
+ "step": 8000
1170
+ },
1171
+ {
1172
+ "epoch": 4.610538373424971,
1173
+ "grad_norm": 3.7403993606567383,
1174
+ "learning_rate": 7.694730813287515e-06,
1175
+ "loss": 0.0496,
1176
+ "step": 8050
1177
+ },
1178
+ {
1179
+ "epoch": 4.639175257731958,
1180
+ "grad_norm": 0.10339858382940292,
1181
+ "learning_rate": 7.680412371134021e-06,
1182
+ "loss": 0.1213,
1183
+ "step": 8100
1184
+ },
1185
+ {
1186
+ "epoch": 4.6678121420389465,
1187
+ "grad_norm": 0.03920993208885193,
1188
+ "learning_rate": 7.666093928980529e-06,
1189
+ "loss": 0.1407,
1190
+ "step": 8150
1191
+ },
1192
+ {
1193
+ "epoch": 4.696449026345934,
1194
+ "grad_norm": 70.78038024902344,
1195
+ "learning_rate": 7.651775486827033e-06,
1196
+ "loss": 0.0922,
1197
+ "step": 8200
1198
+ },
1199
+ {
1200
+ "epoch": 4.725085910652921,
1201
+ "grad_norm": 20.5271053314209,
1202
+ "learning_rate": 7.63745704467354e-06,
1203
+ "loss": 0.1784,
1204
+ "step": 8250
1205
+ },
1206
+ {
1207
+ "epoch": 4.753722794959908,
1208
+ "grad_norm": 0.17482055723667145,
1209
+ "learning_rate": 7.623138602520046e-06,
1210
+ "loss": 0.1508,
1211
+ "step": 8300
1212
+ },
1213
+ {
1214
+ "epoch": 4.782359679266896,
1215
+ "grad_norm": 33.39112091064453,
1216
+ "learning_rate": 7.608820160366552e-06,
1217
+ "loss": 0.1115,
1218
+ "step": 8350
1219
+ },
1220
+ {
1221
+ "epoch": 4.810996563573883,
1222
+ "grad_norm": 0.4592705965042114,
1223
+ "learning_rate": 7.594501718213059e-06,
1224
+ "loss": 0.1188,
1225
+ "step": 8400
1226
+ },
1227
+ {
1228
+ "epoch": 4.83963344788087,
1229
+ "grad_norm": 38.45854187011719,
1230
+ "learning_rate": 7.580183276059565e-06,
1231
+ "loss": 0.0788,
1232
+ "step": 8450
1233
+ },
1234
+ {
1235
+ "epoch": 4.868270332187858,
1236
+ "grad_norm": 60.54808044433594,
1237
+ "learning_rate": 7.565864833906072e-06,
1238
+ "loss": 0.1159,
1239
+ "step": 8500
1240
+ },
1241
+ {
1242
+ "epoch": 4.896907216494846,
1243
+ "grad_norm": 0.5872980952262878,
1244
+ "learning_rate": 7.551546391752578e-06,
1245
+ "loss": 0.0984,
1246
+ "step": 8550
1247
+ },
1248
+ {
1249
+ "epoch": 4.925544100801833,
1250
+ "grad_norm": 0.09889842569828033,
1251
+ "learning_rate": 7.5372279495990845e-06,
1252
+ "loss": 0.1722,
1253
+ "step": 8600
1254
+ },
1255
+ {
1256
+ "epoch": 4.95418098510882,
1257
+ "grad_norm": 0.07930275052785873,
1258
+ "learning_rate": 7.5229095074455904e-06,
1259
+ "loss": 0.0861,
1260
+ "step": 8650
1261
+ },
1262
+ {
1263
+ "epoch": 4.982817869415808,
1264
+ "grad_norm": 9.635697364807129,
1265
+ "learning_rate": 7.5085910652920964e-06,
1266
+ "loss": 0.1452,
1267
+ "step": 8700
1268
+ },
1269
+ {
1270
+ "epoch": 5.0,
1271
+ "eval_accuracy": 0.7602405110860578,
1272
+ "eval_f1": 0.7599417916848927,
1273
+ "eval_loss": 1.1236233711242676,
1274
+ "eval_runtime": 36.3176,
1275
+ "eval_samples_per_second": 73.27,
1276
+ "eval_steps_per_second": 9.169,
1277
+ "step": 8730
1278
+ },
1279
+ {
1280
+ "epoch": 5.011454753722795,
1281
+ "grad_norm": 0.5619956254959106,
1282
+ "learning_rate": 7.494272623138603e-06,
1283
+ "loss": 0.0687,
1284
+ "step": 8750
1285
+ },
1286
+ {
1287
+ "epoch": 5.040091638029782,
1288
+ "grad_norm": 85.73548126220703,
1289
+ "learning_rate": 7.479954180985109e-06,
1290
+ "loss": 0.0478,
1291
+ "step": 8800
1292
+ },
1293
+ {
1294
+ "epoch": 5.0687285223367695,
1295
+ "grad_norm": 13.715363502502441,
1296
+ "learning_rate": 7.465635738831616e-06,
1297
+ "loss": 0.0396,
1298
+ "step": 8850
1299
+ },
1300
+ {
1301
+ "epoch": 5.097365406643757,
1302
+ "grad_norm": 70.08007049560547,
1303
+ "learning_rate": 7.451317296678122e-06,
1304
+ "loss": 0.0562,
1305
+ "step": 8900
1306
+ },
1307
+ {
1308
+ "epoch": 5.126002290950744,
1309
+ "grad_norm": 0.8938388824462891,
1310
+ "learning_rate": 7.436998854524629e-06,
1311
+ "loss": 0.0974,
1312
+ "step": 8950
1313
+ },
1314
+ {
1315
+ "epoch": 5.154639175257732,
1316
+ "grad_norm": 0.3734937012195587,
1317
+ "learning_rate": 7.422680412371135e-06,
1318
+ "loss": 0.0742,
1319
+ "step": 9000
1320
+ },
1321
+ {
1322
+ "epoch": 5.18327605956472,
1323
+ "grad_norm": 10.571038246154785,
1324
+ "learning_rate": 7.408361970217641e-06,
1325
+ "loss": 0.021,
1326
+ "step": 9050
1327
+ },
1328
+ {
1329
+ "epoch": 5.211912943871707,
1330
+ "grad_norm": 0.09976017475128174,
1331
+ "learning_rate": 7.394043528064148e-06,
1332
+ "loss": 0.0546,
1333
+ "step": 9100
1334
+ },
1335
+ {
1336
+ "epoch": 5.240549828178694,
1337
+ "grad_norm": 0.07766138762235641,
1338
+ "learning_rate": 7.379725085910654e-06,
1339
+ "loss": 0.0827,
1340
+ "step": 9150
1341
+ },
1342
+ {
1343
+ "epoch": 5.2691867124856815,
1344
+ "grad_norm": 0.021182745695114136,
1345
+ "learning_rate": 7.3654066437571605e-06,
1346
+ "loss": 0.0508,
1347
+ "step": 9200
1348
+ },
1349
+ {
1350
+ "epoch": 5.297823596792669,
1351
+ "grad_norm": 0.08311637490987778,
1352
+ "learning_rate": 7.3510882016036665e-06,
1353
+ "loss": 0.0359,
1354
+ "step": 9250
1355
+ },
1356
+ {
1357
+ "epoch": 5.326460481099656,
1358
+ "grad_norm": 10.934857368469238,
1359
+ "learning_rate": 7.336769759450172e-06,
1360
+ "loss": 0.0431,
1361
+ "step": 9300
1362
+ },
1363
+ {
1364
+ "epoch": 5.355097365406643,
1365
+ "grad_norm": 0.061881110072135925,
1366
+ "learning_rate": 7.3224513172966785e-06,
1367
+ "loss": 0.0245,
1368
+ "step": 9350
1369
+ },
1370
+ {
1371
+ "epoch": 5.383734249713632,
1372
+ "grad_norm": 0.09978004544973373,
1373
+ "learning_rate": 7.3081328751431845e-06,
1374
+ "loss": 0.0201,
1375
+ "step": 9400
1376
+ },
1377
+ {
1378
+ "epoch": 5.412371134020619,
1379
+ "grad_norm": 0.04522474855184555,
1380
+ "learning_rate": 7.293814432989691e-06,
1381
+ "loss": 0.0554,
1382
+ "step": 9450
1383
+ },
1384
+ {
1385
+ "epoch": 5.441008018327606,
1386
+ "grad_norm": 27.210500717163086,
1387
+ "learning_rate": 7.279495990836197e-06,
1388
+ "loss": 0.0289,
1389
+ "step": 9500
1390
+ },
1391
+ {
1392
+ "epoch": 5.4696449026345935,
1393
+ "grad_norm": 88.04645538330078,
1394
+ "learning_rate": 7.265177548682703e-06,
1395
+ "loss": 0.0786,
1396
+ "step": 9550
1397
+ },
1398
+ {
1399
+ "epoch": 5.498281786941581,
1400
+ "grad_norm": 9.045210838317871,
1401
+ "learning_rate": 7.25085910652921e-06,
1402
+ "loss": 0.0776,
1403
+ "step": 9600
1404
+ },
1405
+ {
1406
+ "epoch": 5.526918671248568,
1407
+ "grad_norm": 0.031076449900865555,
1408
+ "learning_rate": 7.236540664375716e-06,
1409
+ "loss": 0.0917,
1410
+ "step": 9650
1411
+ },
1412
+ {
1413
+ "epoch": 5.555555555555555,
1414
+ "grad_norm": 0.07342424243688583,
1415
+ "learning_rate": 7.222222222222223e-06,
1416
+ "loss": 0.067,
1417
+ "step": 9700
1418
+ },
1419
+ {
1420
+ "epoch": 5.584192439862543,
1421
+ "grad_norm": 0.07349126785993576,
1422
+ "learning_rate": 7.207903780068729e-06,
1423
+ "loss": 0.0275,
1424
+ "step": 9750
1425
+ },
1426
+ {
1427
+ "epoch": 5.61282932416953,
1428
+ "grad_norm": 0.4687565267086029,
1429
+ "learning_rate": 7.193585337915236e-06,
1430
+ "loss": 0.0308,
1431
+ "step": 9800
1432
+ },
1433
+ {
1434
+ "epoch": 5.641466208476518,
1435
+ "grad_norm": 0.03109198622405529,
1436
+ "learning_rate": 7.179266895761742e-06,
1437
+ "loss": 0.0512,
1438
+ "step": 9850
1439
+ },
1440
+ {
1441
+ "epoch": 5.670103092783505,
1442
+ "grad_norm": 2.063464403152466,
1443
+ "learning_rate": 7.164948453608248e-06,
1444
+ "loss": 0.0436,
1445
+ "step": 9900
1446
+ },
1447
+ {
1448
+ "epoch": 5.698739977090493,
1449
+ "grad_norm": 0.7259678244590759,
1450
+ "learning_rate": 7.1506300114547545e-06,
1451
+ "loss": 0.0452,
1452
+ "step": 9950
1453
+ },
1454
+ {
1455
+ "epoch": 5.72737686139748,
1456
+ "grad_norm": 22.87729263305664,
1457
+ "learning_rate": 7.1363115693012605e-06,
1458
+ "loss": 0.0871,
1459
+ "step": 10000
1460
+ },
1461
+ {
1462
+ "epoch": 5.756013745704467,
1463
+ "grad_norm": 0.6141005754470825,
1464
+ "learning_rate": 7.121993127147767e-06,
1465
+ "loss": 0.0432,
1466
+ "step": 10050
1467
+ },
1468
+ {
1469
+ "epoch": 5.784650630011455,
1470
+ "grad_norm": 0.29292017221450806,
1471
+ "learning_rate": 7.107674684994273e-06,
1472
+ "loss": 0.0424,
1473
+ "step": 10100
1474
+ },
1475
+ {
1476
+ "epoch": 5.813287514318442,
1477
+ "grad_norm": 0.059430770576000214,
1478
+ "learning_rate": 7.09335624284078e-06,
1479
+ "loss": 0.0751,
1480
+ "step": 10150
1481
+ },
1482
+ {
1483
+ "epoch": 5.841924398625429,
1484
+ "grad_norm": 10.410508155822754,
1485
+ "learning_rate": 7.079037800687286e-06,
1486
+ "loss": 0.1061,
1487
+ "step": 10200
1488
+ },
1489
+ {
1490
+ "epoch": 5.870561282932417,
1491
+ "grad_norm": 1.1330084800720215,
1492
+ "learning_rate": 7.064719358533792e-06,
1493
+ "loss": 0.0421,
1494
+ "step": 10250
1495
+ },
1496
+ {
1497
+ "epoch": 5.899198167239405,
1498
+ "grad_norm": 0.1360820233821869,
1499
+ "learning_rate": 7.050400916380299e-06,
1500
+ "loss": 0.0664,
1501
+ "step": 10300
1502
+ },
1503
+ {
1504
+ "epoch": 5.927835051546392,
1505
+ "grad_norm": 1.3874069452285767,
1506
+ "learning_rate": 7.036082474226805e-06,
1507
+ "loss": 0.1134,
1508
+ "step": 10350
1509
+ },
1510
+ {
1511
+ "epoch": 5.956471935853379,
1512
+ "grad_norm": 0.0816207155585289,
1513
+ "learning_rate": 7.02176403207331e-06,
1514
+ "loss": 0.052,
1515
+ "step": 10400
1516
+ },
1517
+ {
1518
+ "epoch": 5.985108820160367,
1519
+ "grad_norm": 0.0460013747215271,
1520
+ "learning_rate": 7.007445589919817e-06,
1521
+ "loss": 0.0362,
1522
+ "step": 10450
1523
+ },
1524
+ {
1525
+ "epoch": 6.0,
1526
+ "eval_accuracy": 0.7591131153701616,
1527
+ "eval_f1": 0.7565525682738199,
1528
+ "eval_loss": 1.2660281658172607,
1529
+ "eval_runtime": 36.2808,
1530
+ "eval_samples_per_second": 73.345,
1531
+ "eval_steps_per_second": 9.178,
1532
+ "step": 10476
1533
+ },
1534
+ {
1535
+ "epoch": 6.013745704467354,
1536
+ "grad_norm": 0.09728560596704483,
1537
+ "learning_rate": 6.993127147766323e-06,
1538
+ "loss": 0.0709,
1539
+ "step": 10500
1540
+ },
1541
+ {
1542
+ "epoch": 6.042382588774341,
1543
+ "grad_norm": 0.10100292414426804,
1544
+ "learning_rate": 6.97880870561283e-06,
1545
+ "loss": 0.0754,
1546
+ "step": 10550
1547
+ },
1548
+ {
1549
+ "epoch": 6.0710194730813285,
1550
+ "grad_norm": 0.19107265770435333,
1551
+ "learning_rate": 6.964490263459336e-06,
1552
+ "loss": 0.0408,
1553
+ "step": 10600
1554
+ },
1555
+ {
1556
+ "epoch": 6.099656357388316,
1557
+ "grad_norm": 0.0762198194861412,
1558
+ "learning_rate": 6.9501718213058426e-06,
1559
+ "loss": 0.0228,
1560
+ "step": 10650
1561
+ },
1562
+ {
1563
+ "epoch": 6.128293241695303,
1564
+ "grad_norm": 0.023416342213749886,
1565
+ "learning_rate": 6.9358533791523485e-06,
1566
+ "loss": 0.0326,
1567
+ "step": 10700
1568
+ },
1569
+ {
1570
+ "epoch": 6.156930126002291,
1571
+ "grad_norm": 0.13443826138973236,
1572
+ "learning_rate": 6.9215349369988545e-06,
1573
+ "loss": 0.021,
1574
+ "step": 10750
1575
+ },
1576
+ {
1577
+ "epoch": 6.185567010309279,
1578
+ "grad_norm": 47.05551528930664,
1579
+ "learning_rate": 6.907216494845361e-06,
1580
+ "loss": 0.0505,
1581
+ "step": 10800
1582
+ },
1583
+ {
1584
+ "epoch": 6.214203894616266,
1585
+ "grad_norm": 0.19994887709617615,
1586
+ "learning_rate": 6.892898052691867e-06,
1587
+ "loss": 0.044,
1588
+ "step": 10850
1589
+ },
1590
+ {
1591
+ "epoch": 6.242840778923253,
1592
+ "grad_norm": 6.800403118133545,
1593
+ "learning_rate": 6.878579610538374e-06,
1594
+ "loss": 0.0212,
1595
+ "step": 10900
1596
+ },
1597
+ {
1598
+ "epoch": 6.2714776632302405,
1599
+ "grad_norm": 0.18680407106876373,
1600
+ "learning_rate": 6.86426116838488e-06,
1601
+ "loss": 0.04,
1602
+ "step": 10950
1603
+ },
1604
+ {
1605
+ "epoch": 6.300114547537228,
1606
+ "grad_norm": 2.269585132598877,
1607
+ "learning_rate": 6.849942726231387e-06,
1608
+ "loss": 0.0385,
1609
+ "step": 11000
1610
+ },
1611
+ {
1612
+ "epoch": 6.328751431844215,
1613
+ "grad_norm": 0.05255923420190811,
1614
+ "learning_rate": 6.835624284077893e-06,
1615
+ "loss": 0.0364,
1616
+ "step": 11050
1617
+ },
1618
+ {
1619
+ "epoch": 6.357388316151202,
1620
+ "grad_norm": 0.026086222380399704,
1621
+ "learning_rate": 6.821305841924399e-06,
1622
+ "loss": 0.0462,
1623
+ "step": 11100
1624
+ },
1625
+ {
1626
+ "epoch": 6.3860252004581906,
1627
+ "grad_norm": 0.026915445923805237,
1628
+ "learning_rate": 6.806987399770906e-06,
1629
+ "loss": 0.0473,
1630
+ "step": 11150
1631
+ },
1632
+ {
1633
+ "epoch": 6.414662084765178,
1634
+ "grad_norm": 30.492359161376953,
1635
+ "learning_rate": 6.792668957617412e-06,
1636
+ "loss": 0.0508,
1637
+ "step": 11200
1638
+ },
1639
+ {
1640
+ "epoch": 6.443298969072165,
1641
+ "grad_norm": 0.030431082472205162,
1642
+ "learning_rate": 6.778350515463919e-06,
1643
+ "loss": 0.0555,
1644
+ "step": 11250
1645
+ },
1646
+ {
1647
+ "epoch": 6.4719358533791524,
1648
+ "grad_norm": 0.19676260650157928,
1649
+ "learning_rate": 6.764032073310425e-06,
1650
+ "loss": 0.0435,
1651
+ "step": 11300
1652
+ },
1653
+ {
1654
+ "epoch": 6.50057273768614,
1655
+ "grad_norm": 0.3724329471588135,
1656
+ "learning_rate": 6.7497136311569314e-06,
1657
+ "loss": 0.0209,
1658
+ "step": 11350
1659
+ },
1660
+ {
1661
+ "epoch": 6.529209621993127,
1662
+ "grad_norm": 0.07832983881235123,
1663
+ "learning_rate": 6.735395189003437e-06,
1664
+ "loss": 0.0368,
1665
+ "step": 11400
1666
+ },
1667
+ {
1668
+ "epoch": 6.557846506300114,
1669
+ "grad_norm": 1.6286810636520386,
1670
+ "learning_rate": 6.721076746849944e-06,
1671
+ "loss": 0.0546,
1672
+ "step": 11450
1673
+ },
1674
+ {
1675
+ "epoch": 6.586483390607102,
1676
+ "grad_norm": 10.142606735229492,
1677
+ "learning_rate": 6.706758304696449e-06,
1678
+ "loss": 0.0537,
1679
+ "step": 11500
1680
+ },
1681
+ {
1682
+ "epoch": 6.615120274914089,
1683
+ "grad_norm": 0.03260861337184906,
1684
+ "learning_rate": 6.692439862542955e-06,
1685
+ "loss": 0.0801,
1686
+ "step": 11550
1687
+ },
1688
+ {
1689
+ "epoch": 6.643757159221077,
1690
+ "grad_norm": 0.06774479895830154,
1691
+ "learning_rate": 6.678121420389461e-06,
1692
+ "loss": 0.0276,
1693
+ "step": 11600
1694
+ },
1695
+ {
1696
+ "epoch": 6.672394043528064,
1697
+ "grad_norm": 0.10083146393299103,
1698
+ "learning_rate": 6.663802978235968e-06,
1699
+ "loss": 0.0355,
1700
+ "step": 11650
1701
+ },
1702
+ {
1703
+ "epoch": 6.701030927835052,
1704
+ "grad_norm": 0.5465721487998962,
1705
+ "learning_rate": 6.649484536082474e-06,
1706
+ "loss": 0.0531,
1707
+ "step": 11700
1708
+ },
1709
+ {
1710
+ "epoch": 6.729667812142039,
1711
+ "grad_norm": 0.36361464858055115,
1712
+ "learning_rate": 6.635166093928981e-06,
1713
+ "loss": 0.0534,
1714
+ "step": 11750
1715
+ },
1716
+ {
1717
+ "epoch": 6.758304696449026,
1718
+ "grad_norm": 0.3213222622871399,
1719
+ "learning_rate": 6.620847651775487e-06,
1720
+ "loss": 0.021,
1721
+ "step": 11800
1722
+ },
1723
+ {
1724
+ "epoch": 6.786941580756014,
1725
+ "grad_norm": 1.3060314655303955,
1726
+ "learning_rate": 6.606529209621994e-06,
1727
+ "loss": 0.0371,
1728
+ "step": 11850
1729
+ },
1730
+ {
1731
+ "epoch": 6.815578465063001,
1732
+ "grad_norm": 15.44947338104248,
1733
+ "learning_rate": 6.5922107674685e-06,
1734
+ "loss": 0.0475,
1735
+ "step": 11900
1736
+ },
1737
+ {
1738
+ "epoch": 6.844215349369988,
1739
+ "grad_norm": 0.1092597097158432,
1740
+ "learning_rate": 6.577892325315006e-06,
1741
+ "loss": 0.0549,
1742
+ "step": 11950
1743
+ },
1744
+ {
1745
+ "epoch": 6.872852233676976,
1746
+ "grad_norm": 0.24638314545154572,
1747
+ "learning_rate": 6.563573883161513e-06,
1748
+ "loss": 0.044,
1749
+ "step": 12000
1750
+ },
1751
+ {
1752
+ "epoch": 6.901489117983964,
1753
+ "grad_norm": 0.17163485288619995,
1754
+ "learning_rate": 6.549255441008019e-06,
1755
+ "loss": 0.0478,
1756
+ "step": 12050
1757
+ },
1758
+ {
1759
+ "epoch": 6.930126002290951,
1760
+ "grad_norm": 0.5006637573242188,
1761
+ "learning_rate": 6.5349369988545254e-06,
1762
+ "loss": 0.0595,
1763
+ "step": 12100
1764
+ },
1765
+ {
1766
+ "epoch": 6.958762886597938,
1767
+ "grad_norm": 0.09898879379034042,
1768
+ "learning_rate": 6.520618556701031e-06,
1769
+ "loss": 0.0415,
1770
+ "step": 12150
1771
+ },
1772
+ {
1773
+ "epoch": 6.987399770904926,
1774
+ "grad_norm": 0.8853304386138916,
1775
+ "learning_rate": 6.506300114547538e-06,
1776
+ "loss": 0.023,
1777
+ "step": 12200
1778
+ },
1779
+ {
1780
+ "epoch": 7.0,
1781
+ "eval_accuracy": 0.7718902668169861,
1782
+ "eval_f1": 0.772007503464447,
1783
+ "eval_loss": 1.2936097383499146,
1784
+ "eval_runtime": 36.2937,
1785
+ "eval_samples_per_second": 73.319,
1786
+ "eval_steps_per_second": 9.175,
1787
+ "step": 12222
1788
+ }
1789
+ ],
1790
+ "logging_steps": 50,
1791
+ "max_steps": 34920,
1792
+ "num_input_tokens_seen": 0,
1793
+ "num_train_epochs": 20,
1794
+ "save_steps": 500,
1795
+ "stateful_callbacks": {
1796
+ "EarlyStoppingCallback": {
1797
+ "args": {
1798
+ "early_stopping_patience": 3,
1799
+ "early_stopping_threshold": 0.0
1800
+ },
1801
+ "attributes": {
1802
+ "early_stopping_patience_counter": 0
1803
+ }
1804
+ },
1805
+ "TrainerControl": {
1806
+ "args": {
1807
+ "should_epoch_stop": false,
1808
+ "should_evaluate": false,
1809
+ "should_log": false,
1810
+ "should_save": true,
1811
+ "should_training_stop": false
1812
+ },
1813
+ "attributes": {}
1814
+ }
1815
+ },
1816
+ "total_flos": 2.283848509009536e+16,
1817
+ "train_batch_size": 8,
1818
+ "trial_name": null,
1819
+ "trial_params": null
1820
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:793b1b0a9431e33bc5f60e6cabd3eb66618b30993b6f75fed09fc51a35dabed7
3
+ size 5432
vocab.txt ADDED
The diff for this file is too large to render. See raw diff