Hugging Face's logo

huspacy
/
hu_core_news_lg

Token Classification
spaCy
Hungarian
Eval Results
Model card Files Community
oroszgy commited on
Commit
6183ad7
•
1 Parent(s): 23eaa59

Update spacy pipeline to 3.7.0

Browse files
Files changed (14) hide show
  1. README.md +21 -21
  2. hu_core_news_lg-any-py3-none-any.whl +2 -2
  3. lookup_lemmatizer/lookups.bin +2 -2
  4. meta.json +180 -180
  5. morphologizer/model +1 -1
  6. ner/model +1 -1
  7. parser/model +1 -1
  8. senter/model +1 -1
  9. tagger/model +1 -1
  10. tok2vec/model +1 -1
  11. trainable_lemmatizer/cfg +453 -457
  12. trainable_lemmatizer/model +2 -2
  13. trainable_lemmatizer/trees +0 -0
  14. vocab/strings.json +2 -2
README.md CHANGED
@@ -14,55 +14,55 @@ model-index:
14
  metrics:
15
  - name: NER Precision
16
  type: precision
17
- value: 0.8621839888
18
  - name: NER Recall
19
  type: recall
20
- value: 0.8633966245
21
  - name: NER F Score
22
  type: f_score
23
- value: 0.8627898805
24
  - task:
25
  name: TAG
26
  type: token-classification
27
  metrics:
28
  - name: TAG (XPOS) Accuracy
29
  type: accuracy
30
- value: 0.9696621686
31
  - task:
32
  name: POS
33
  type: token-classification
34
  metrics:
35
  - name: POS (UPOS) Accuracy
36
  type: accuracy
37
- value: 0.9677481099
38
  - task:
39
  name: MORPH
40
  type: token-classification
41
  metrics:
42
  - name: Morph (UFeats) Accuracy
43
  type: accuracy
44
- value: 0.9376016844
45
  - task:
46
  name: LEMMA
47
  type: token-classification
48
  metrics:
49
  - name: Lemma Accuracy
50
  type: accuracy
51
- value: 0.9755047364
52
  - task:
53
  name: UNLABELED_DEPENDENCIES
54
  type: token-classification
55
  metrics:
56
  - name: Unlabeled Attachment Score (UAS)
57
  type: f_score
58
- value: 0.8266144814
59
  - task:
60
  name: LABELED_DEPENDENCIES
61
  type: token-classification
62
  metrics:
63
  - name: Labeled Attachment Score (LAS)
64
  type: f_score
65
- value: 0.7624266145
66
  - task:
67
  name: SENTS
68
  type: token-classification
@@ -111,15 +111,15 @@ Core Hungarian model for HuSpaCy. Components: tok2vec, senter, tagger, morpholog
111
  | `SENTS_P` | 98.43 |
112
  | `SENTS_R` | 98.00 |
113
  | `SENTS_F` | 98.21 |
114
- | `TAG_ACC` | 96.97 |
115
- | `POS_ACC` | 96.77 |
116
- | `MORPH_ACC` | 93.76 |
117
- | `MORPH_MICRO_P` | 97.04 |
118
- | `MORPH_MICRO_R` | 96.16 |
119
- | `MORPH_MICRO_F` | 96.60 |
120
- | `LEMMA_ACC` | 97.55 |
121
- | `DEP_UAS` | 82.66 |
122
- | `DEP_LAS` | 76.24 |
123
- | `ENTS_P` | 86.22 |
124
- | `ENTS_R` | 86.34 |
125
- | `ENTS_F` | 86.28 |
14
  metrics:
15
  - name: NER Precision
16
  type: precision
17
+ value: 0.8714565876
18
  - name: NER Recall
19
  type: recall
20
+ value: 0.8593530239
21
  - name: NER F Score
22
  type: f_score
23
+ value: 0.8653624856
24
  - task:
25
  name: TAG
26
  type: token-classification
27
  metrics:
28
  - name: TAG (XPOS) Accuracy
29
  type: accuracy
30
+ value: 0.9688501842
31
  - task:
32
  name: POS
33
  type: token-classification
34
  metrics:
35
  - name: POS (UPOS) Accuracy
36
  type: accuracy
37
+ value: 0.9670319154
38
  - task:
39
  name: MORPH
40
  type: token-classification
41
  metrics:
42
  - name: Morph (UFeats) Accuracy
43
  type: accuracy
44
+ value: 0.9362618432
45
  - task:
46
  name: LEMMA
47
  type: token-classification
48
  metrics:
49
  - name: Lemma Accuracy
50
  type: accuracy
51
+ value: 0.9759831595
52
  - task:
53
  name: UNLABELED_DEPENDENCIES
54
  type: token-classification
55
  metrics:
56
  - name: Unlabeled Attachment Score (UAS)
57
  type: f_score
58
+ value: 0.8332400672
59
  - task:
60
  name: LABELED_DEPENDENCIES
61
  type: token-classification
62
  metrics:
63
  - name: Labeled Attachment Score (LAS)
64
  type: f_score
65
+ value: 0.76922216
66
  - task:
67
  name: SENTS
68
  type: token-classification
111
  | `SENTS_P` | 98.43 |
112
  | `SENTS_R` | 98.00 |
113
  | `SENTS_F` | 98.21 |
114
+ | `TAG_ACC` | 96.89 |
115
+ | `POS_ACC` | 96.70 |
116
+ | `MORPH_ACC` | 93.63 |
117
+ | `MORPH_MICRO_P` | 97.03 |
118
+ | `MORPH_MICRO_R` | 95.98 |
119
+ | `MORPH_MICRO_F` | 96.50 |
120
+ | `LEMMA_ACC` | 97.60 |
121
+ | `DEP_UAS` | 83.32 |
122
+ | `DEP_LAS` | 76.92 |
123
+ | `ENTS_P` | 87.15 |
124
+ | `ENTS_R` | 85.94 |
125
+ | `ENTS_F` | 86.54 |
hu_core_news_lg-any-py3-none-any.whl CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:073cfc9b7c13d5d49065cc79c955eaa9a42e71ecbe63645f3ed50199287b939c
3
- size 401409146
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:347c1c54a8de2254f6ec40a1563a940400a34ba76a39261f2a980a59311e9402
3
+ size 401417225
lookup_lemmatizer/lookups.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d86e8314b975c5afd54bf813f52b281fee5df20eaf384f5a2f613d6d7a889b2f
3
- size 8721226
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a16a61454421c86ccaa1e12efb4c244424a9a78cb1902a7e9f123aa1ac3a90f0
3
+ size 8721203
meta.json CHANGED
@@ -1271,82 +1271,77 @@
1271
  "sents_p":0.9843400447,
1272
  "sents_r":0.9799554566,
1273
  "sents_f":0.9821428571,
1274
- "tag_acc":0.9696621686,
1275
- "pos_acc":0.9677481099,
1276
- "morph_acc":0.9376016844,
1277
- "morph_micro_p":0.9703816132,
1278
- "morph_micro_r":0.9616244091,
1279
- "morph_micro_f":0.9659831643,
1280
  "morph_per_feat":{
1281
  "Definite":{
1282
- "p":0.9625399726,
1283
- "r":0.9832011199,
1284
- "f":0.9727608495
1285
  },
1286
  "PronType":{
1287
- "p":0.9747113799,
1288
- "r":0.9784768212,
1289
- "f":0.9765904709
1290
  },
1291
  "Case":{
1292
- "p":0.975795159,
1293
  "r":0.9638411381,
1294
- "f":0.9697813121
1295
  },
1296
  "Degree":{
1297
- "p":0.9310653536,
1298
- "r":0.8652246256,
1299
- "f":0.8969383355
1300
  },
1301
  "Number":{
1302
- "p":0.9890165596,
1303
- "r":0.9808949221,
1304
- "f":0.9849389987
1305
  },
1306
  "Mood":{
1307
- "p":0.9346405229,
1308
- "r":0.9512195122,
1309
- "f":0.9428571429
1310
  },
1311
  "Person":{
1312
- "p":0.9553719008,
1313
- "r":0.9506578947,
1314
- "f":0.9530090684
1315
  },
1316
  "Tense":{
1317
- "p":0.962962963,
1318
- "r":0.9767955801,
1319
- "f":0.9698299506
1320
  },
1321
  "VerbForm":{
1322
- "p":0.958643507,
1323
- "r":0.9294306335,
1324
- "f":0.9438110749
1325
  },
1326
  "Voice":{
1327
- "p":0.9567404427,
1328
  "r":0.972392638,
1329
- "f":0.9645030426
1330
  },
1331
  "Number[psor]":{
1332
- "p":0.9822747415,
1333
  "r":0.9472934473,
1334
- "f":0.9644670051
1335
  },
1336
  "Person[psor]":{
1337
- "p":0.9837518464,
1338
- "r":0.9500713267,
1339
- "f":0.9666182874
1340
  },
1341
  "NumType":{
1342
- "p":0.935483871,
1343
- "r":0.9195121951,
1344
- "f":0.9274292743
1345
- },
1346
- "Poss":{
1347
- "p":0.6,
1348
- "r":1.0,
1349
- "f":0.75
1350
  },
1351
  "Reflex":{
1352
  "p":1.0,
@@ -1362,176 +1357,186 @@
1362
  "p":0.0,
1363
  "r":0.0,
1364
  "f":0.0
 
 
 
 
 
1365
  }
1366
  },
1367
- "lemma_acc":0.9755047364,
1368
- "dep_uas":0.8266144814,
1369
- "dep_las":0.7624266145,
1370
  "dep_las_per_type":{
1371
  "det":{
1372
- "p":0.8717156105,
1373
- "r":0.898089172,
1374
- "f":0.8847058824
1375
  },
1376
  "amod:att":{
1377
- "p":0.858677686,
1378
- "r":0.8495502862,
1379
- "f":0.8540896013
1380
  },
1381
  "nsubj":{
1382
- "p":0.7348837209,
1383
- "r":0.740625,
1384
- "f":0.7377431907
1385
  },
1386
  "advmod:mode":{
1387
- "p":0.621483376,
1388
- "r":0.5955882353,
1389
- "f":0.6082603254
1390
  },
1391
  "nmod:att":{
1392
- "p":0.7603833866,
1393
- "r":0.806779661,
1394
- "f":0.7828947368
1395
  },
1396
  "obl":{
1397
- "p":0.7868561279,
1398
- "r":0.797479748,
1399
- "f":0.7921323201
1400
  },
1401
  "obj":{
1402
- "p":0.8511111111,
1403
- "r":0.8606741573,
1404
- "f":0.8558659218
1405
  },
1406
  "root":{
1407
- "p":0.8299776286,
1408
- "r":0.8262806236,
1409
- "f":0.828125
1410
  },
1411
  "cc":{
1412
- "p":0.6937901499,
1413
- "r":0.6821052632,
1414
- "f":0.6878980892
1415
  },
1416
  "conj":{
1417
- "p":0.5161987041,
1418
- "r":0.4979166667,
1419
- "f":0.506892895
1420
  },
1421
  "advmod":{
1422
- "p":0.8282828283,
1423
- "r":0.8631578947,
1424
- "f":0.8453608247
1425
  },
1426
  "flat:name":{
1427
- "p":0.8620689655,
1428
- "r":0.9345794393,
1429
- "f":0.8968609865
1430
  },
1431
  "appos":{
1432
- "p":0.4852941176,
1433
- "r":0.3510638298,
1434
- "f":0.4074074074
1435
  },
1436
  "advcl":{
1437
- "p":0.3,
1438
- "r":0.2755102041,
1439
- "f":0.2872340426
1440
  },
1441
  "advmod:tlocy":{
1442
- "p":0.6818181818,
1443
- "r":0.7826086957,
1444
- "f":0.7287449393
1445
  },
1446
  "ccomp:obj":{
1447
- "p":0.2711864407,
1448
- "r":0.4848484848,
1449
- "f":0.347826087
1450
  },
1451
  "mark":{
1452
- "p":0.8024691358,
1453
- "r":0.8227848101,
1454
- "f":0.8125
1455
  },
1456
  "compound:preverb":{
1457
- "p":0.8888888889,
1458
  "r":0.9541284404,
1459
- "f":0.9203539823
1460
  },
1461
  "advmod:locy":{
1462
- "p":0.8,
1463
- "r":0.625,
1464
- "f":0.701754386
1465
  },
1466
  "cop":{
1467
- "p":0.7567567568,
1468
- "r":0.6829268293,
1469
- "f":0.7179487179
1470
  },
1471
  "nmod:obl":{
1472
- "p":0.3181818182,
1473
- "r":0.175,
1474
- "f":0.2258064516
1475
  },
1476
  "advmod:to":{
1477
- "p":0.5,
1478
- "r":0.125,
1479
- "f":0.2
1480
  },
1481
  "obj:lvc":{
1482
- "p":0.25,
1483
- "r":0.0833333333,
1484
- "f":0.125
1485
  },
1486
  "ccomp:obl":{
1487
- "p":0.5,
1488
- "r":0.40625,
1489
- "f":0.4482758621
1490
  },
1491
  "iobj":{
1492
- "p":0.2,
1493
- "r":0.3333333333,
1494
- "f":0.25
1495
  },
1496
  "case":{
1497
- "p":0.9479166667,
1498
- "r":0.9285714286,
1499
- "f":0.9381443299
1500
  },
1501
  "csubj":{
1502
- "p":0.40625,
1503
- "r":0.3513513514,
1504
- "f":0.3768115942
1505
  },
1506
  "parataxis":{
1507
- "p":0.2,
1508
- "r":0.0410958904,
1509
- "f":0.0681818182
1510
  },
1511
  "xcomp":{
1512
- "p":0.8873239437,
1513
- "r":0.8513513514,
1514
- "f":0.8689655172
1515
  },
1516
  "nummod":{
1517
- "p":0.5909090909,
1518
- "r":0.6989247312,
1519
- "f":0.6403940887
 
 
 
 
 
1520
  },
1521
  "acl":{
1522
- "p":0.406779661,
1523
- "r":0.3333333333,
1524
- "f":0.3664122137
1525
  },
1526
  "advmod:tto":{
1527
- "p":0.6666666667,
1528
- "r":0.4,
1529
- "f":0.5
1530
  },
1531
  "nmod":{
1532
- "p":0.1428571429,
1533
- "r":0.0909090909,
1534
- "f":0.1111111111
1535
  },
1536
  "aux":{
1537
  "p":0.9090909091,
@@ -1543,20 +1548,15 @@
1543
  "r":0.0,
1544
  "f":0.0
1545
  },
1546
- "ccomp:pred":{
1547
- "p":0.0,
1548
- "r":0.0,
1549
- "f":0.0
1550
- },
1551
  "goeswith":{
1552
  "p":0.0,
1553
  "r":0.0,
1554
  "f":0.0
1555
  },
1556
  "compound":{
1557
- "p":0.9512195122,
1558
  "r":0.975,
1559
- "f":0.962962963
1560
  },
1561
  "obl:lvc":{
1562
  "p":0.0,
@@ -1569,9 +1569,9 @@
1569
  "f":0.0
1570
  },
1571
  "ccomp":{
1572
- "p":0.0,
1573
- "r":0.0,
1574
- "f":0.0
1575
  },
1576
  "nsubj:lvc":{
1577
  "p":0.0,
@@ -1579,47 +1579,47 @@
1579
  "f":0.0
1580
  },
1581
  "list":{
1582
- "p":0.125,
1583
  "r":0.1666666667,
1584
- "f":0.1428571429
1585
- },
1586
- "dep":{
1587
- "p":0.0,
1588
- "r":0.0,
1589
- "f":0.0
1590
  },
1591
  "advmod:que":{
1592
  "p":1.0,
1593
  "r":0.75,
1594
  "f":0.8571428571
 
 
 
 
 
1595
  }
1596
  },
1597
- "ents_p":0.8621839888,
1598
- "ents_r":0.8633966245,
1599
- "ents_f":0.8627898805,
1600
  "ents_per_type":{
1601
  "ORG":{
1602
- "p":0.8843537415,
1603
- "r":0.9040333797,
1604
- "f":0.894085282
1605
  },
1606
  "PER":{
1607
- "p":0.9024683925,
1608
- "r":0.8954599761,
1609
- "f":0.8989505247
1610
  },
1611
  "LOC":{
1612
- "p":0.872489083,
1613
- "r":0.8671875,
1614
- "f":0.8698302133
1615
  },
1616
  "MISC":{
1617
- "p":0.6759124088,
1618
  "r":0.6567375887,
1619
- "f":0.6661870504
1620
  }
1621
  },
1622
- "speed":725.0647161719
1623
  },
1624
  "sources":[
1625
  {
1271
  "sents_p":0.9843400447,
1272
  "sents_r":0.9799554566,
1273
  "sents_f":0.9821428571,
1274
+ "tag_acc":0.9688501842,
1275
+ "pos_acc":0.9670319154,
1276
+ "morph_acc":0.9362618432,
1277
+ "morph_micro_p":0.9703275697,
1278
+ "morph_micro_r":0.9598195101,
1279
+ "morph_micro_f":0.9650449361,
1280
  "morph_per_feat":{
1281
  "Definite":{
1282
+ "p":0.9637448371,
1283
+ "r":0.979934671,
1284
+ "f":0.9717723276
1285
  },
1286
  "PronType":{
1287
+ "p":0.9735973597,
1288
+ "r":0.9768211921,
1289
+ "f":0.9752066116
1290
  },
1291
  "Case":{
1292
+ "p":0.975014991,
1293
  "r":0.9638411381,
1294
+ "f":0.9693958665
1295
  },
1296
  "Degree":{
1297
+ "p":0.927871772,
1298
+ "r":0.8668885191,
1299
+ "f":0.896344086
1300
  },
1301
  "Number":{
1302
+ "p":0.9868154158,
1303
+ "r":0.978381096,
1304
+ "f":0.9825801565
1305
  },
1306
  "Mood":{
1307
+ "p":0.9385290889,
1308
+ "r":0.9478935698,
1309
+ "f":0.943188086
1310
  },
1311
  "Person":{
1312
+ "p":0.9567747298,
1313
+ "r":0.9465460526,
1314
+ "f":0.9516329062
1315
  },
1316
  "Tense":{
1317
+ "p":0.9648737651,
1318
+ "r":0.9712707182,
1319
+ "f":0.968061674
1320
  },
1321
  "VerbForm":{
1322
+ "p":0.9514802632,
1323
+ "r":0.9278267843,
1324
+ "f":0.9395046691
1325
  },
1326
  "Voice":{
1327
+ "p":0.9635258359,
1328
  "r":0.972392638,
1329
+ "f":0.9679389313
1330
  },
1331
  "Number[psor]":{
1332
+ "p":0.9881129272,
1333
  "r":0.9472934473,
1334
+ "f":0.9672727273
1335
  },
1336
  "Person[psor]":{
1337
+ "p":0.9881129272,
1338
+ "r":0.9486447932,
1339
+ "f":0.9679767103
1340
  },
1341
  "NumType":{
1342
+ "p":0.946835443,
1343
+ "r":0.912195122,
1344
+ "f":0.9291925466
 
 
 
 
 
1345
  },
1346
  "Reflex":{
1347
  "p":1.0,
1357
  "p":0.0,
1358
  "r":0.0,
1359
  "f":0.0
1360
+ },
1361
+ "Poss":{
1362
+ "p":1.0,
1363
+ "r":1.0,
1364
+ "f":1.0
1365
  }
1366
  },
1367
+ "lemma_acc":0.9759831595,
1368
+ "dep_uas":0.8332400672,
1369
+ "dep_las":0.76922216,
1370
  "dep_las_per_type":{
1371
  "det":{
1372
+ "p":0.8675344564,
1373
+ "r":0.9020700637,
1374
+ "f":0.8844652615
1375
  },
1376
  "amod:att":{
1377
+ "p":0.8616666667,
1378
+ "r":0.8454619787,
1379
+ "f":0.8534874123
1380
  },
1381
  "nsubj":{
1382
+ "p":0.7601880878,
1383
+ "r":0.7578125,
1384
+ "f":0.7589984351
1385
  },
1386
  "advmod:mode":{
1387
+ "p":0.6306532663,
1388
+ "r":0.6151960784,
1389
+ "f":0.6228287841
1390
  },
1391
  "nmod:att":{
1392
+ "p":0.7532051282,
1393
+ "r":0.7966101695,
1394
+ "f":0.7742998353
1395
  },
1396
  "obl":{
1397
+ "p":0.7955357143,
1398
+ "r":0.801980198,
1399
+ "f":0.7987449574
1400
  },
1401
  "obj":{
1402
+ "p":0.8738938053,
1403
+ "r":0.8876404494,
1404
+ "f":0.8807134894
1405
  },
1406
  "root":{
1407
+ "p":0.8344519016,
1408
+ "r":0.8307349666,
1409
+ "f":0.8325892857
1410
  },
1411
  "cc":{
1412
+ "p":0.7109207709,
1413
+ "r":0.6989473684,
1414
+ "f":0.7048832272
1415
  },
1416
  "conj":{
1417
+ "p":0.520661157,
1418
+ "r":0.525,
1419
+ "f":0.5228215768
1420
  },
1421
  "advmod":{
1422
+ "p":0.8383838384,
1423
+ "r":0.8736842105,
1424
+ "f":0.8556701031
1425
  },
1426
  "flat:name":{
1427
+ "p":0.9074074074,
1428
+ "r":0.9158878505,
1429
+ "f":0.911627907
1430
  },
1431
  "appos":{
1432
+ "p":0.4242424242,
1433
+ "r":0.2978723404,
1434
+ "f":0.35
1435
  },
1436
  "advcl":{
1437
+ "p":0.3048780488,
1438
+ "r":0.2551020408,
1439
+ "f":0.2777777778
1440
  },
1441
  "advmod:tlocy":{
1442
+ "p":0.6784313725,
1443
+ "r":0.752173913,
1444
+ "f":0.7134020619
1445
  },
1446
  "ccomp:obj":{
1447
+ "p":0.2941176471,
1448
+ "r":0.4545454545,
1449
+ "f":0.3571428571
1450
  },
1451
  "mark":{
1452
+ "p":0.8553459119,
1453
+ "r":0.8607594937,
1454
+ "f":0.858044164
1455
  },
1456
  "compound:preverb":{
1457
+ "p":0.9369369369,
1458
  "r":0.9541284404,
1459
+ "f":0.9454545455
1460
  },
1461
  "advmod:locy":{
1462
+ "p":0.8571428571,
1463
+ "r":0.5625,
1464
+ "f":0.679245283
1465
  },
1466
  "cop":{
1467
+ "p":0.8387096774,
1468
+ "r":0.6341463415,
1469
+ "f":0.7222222222
1470
  },
1471
  "nmod:obl":{
1472
+ "p":0.3428571429,
1473
+ "r":0.3,
1474
+ "f":0.32
1475
  },
1476
  "advmod:to":{
1477
+ "p":0.0,
1478
+ "r":0.0,
1479
+ "f":0.0
1480
  },
1481
  "obj:lvc":{
1482
+ "p":0.5,
1483
+ "r":0.25,
1484
+ "f":0.3333333333
1485
  },
1486
  "ccomp:obl":{
1487
+ "p":0.5625,
1488
+ "r":0.5625,
1489
+ "f":0.5625
1490
  },
1491
  "iobj":{
1492
+ "p":0.25,
1493
+ "r":0.2666666667,
1494
+ "f":0.2580645161
1495
  },
1496
  "case":{
1497
+ "p":0.9387755102,
1498
+ "r":0.9387755102,
1499
+ "f":0.9387755102
1500
  },
1501
  "csubj":{
1502
+ "p":0.5789473684,
1503
+ "r":0.2972972973,
1504
+ "f":0.3928571429
1505
  },
1506
  "parataxis":{
1507
+ "p":0.1612903226,
1508
+ "r":0.0684931507,
1509
+ "f":0.0961538462
1510
  },
1511
  "xcomp":{
1512
+ "p":0.88,
1513
+ "r":0.8918918919,
1514
+ "f":0.8859060403
1515
  },
1516
  "nummod":{
1517
+ "p":0.5841584158,
1518
+ "r":0.6344086022,
1519
+ "f":0.6082474227
1520
+ },
1521
+ "dep":{
1522
+ "p":0.0,
1523
+ "r":0.0,
1524
+ "f":0.0
1525
  },
1526
  "acl":{
1527
+ "p":0.4571428571,
1528
+ "r":0.4444444444,
1529
+ "f":0.4507042254
1530
  },
1531
  "advmod:tto":{
1532
+ "p":0.6,
1533
+ "r":0.3,
1534
+ "f":0.4
1535
  },
1536
  "nmod":{
1537
+ "p":0.5,
1538
+ "r":0.1818181818,
1539
+ "f":0.2666666667
1540
  },
1541
  "aux":{
1542
  "p":0.9090909091,
1548
  "r":0.0,
1549
  "f":0.0
1550
  },
 
 
 
 
 
1551
  "goeswith":{
1552
  "p":0.0,
1553
  "r":0.0,
1554
  "f":0.0
1555
  },
1556
  "compound":{
1557
+ "p":1.0,
1558
  "r":0.975,
1559
+ "f":0.9873417722
1560
  },
1561
  "obl:lvc":{
1562
  "p":0.0,
1569
  "f":0.0
1570
  },
1571
  "ccomp":{
1572
+ "p":0.1428571429,
1573
+ "r":0.0769230769,
1574
+ "f":0.1
1575
  },
1576
  "nsubj:lvc":{
1577
  "p":0.0,
1579
  "f":0.0
1580
  },
1581
  "list":{
1582
+ "p":0.2,
1583
  "r":0.1666666667,
1584
+ "f":0.1818181818
 
 
 
 
 
1585
  },
1586
  "advmod:que":{
1587
  "p":1.0,
1588
  "r":0.75,
1589
  "f":0.8571428571
1590
+ },
1591
+ "ccomp:pred":{
1592
+ "p":0.0,
1593
+ "r":0.0,
1594
+ "f":0.0
1595
  }
1596
  },
1597
+ "ents_p":0.8714565876,
1598
+ "ents_r":0.8593530239,
1599
+ "ents_f":0.8653624856,
1600
  "ents_per_type":{
1601
  "ORG":{
1602
+ "p":0.8937644342,
1603
+ "r":0.8970792768,
1604
+ "f":0.8954187876
1605
  },
1606
  "PER":{
1607
+ "p":0.9060036386,
1608
+ "r":0.8924731183,
1609
+ "f":0.8991874812
1610
  },
1611
  "LOC":{
1612
+ "p":0.8752196837,
1613
+ "r":0.8645833333,
1614
+ "f":0.8698689956
1615
  },
1616
  "MISC":{
1617
+ "p":0.704718417,
1618
  "r":0.6567375887,
1619
+ "f":0.6798825257
1620
  }
1621
  },
1622
+ "speed":847.9348577021
1623
  },
1624
  "sources":[
1625
  {
morphologizer/model CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b29df29c80e5a4d6f03d4bef5679b025f5a3f2d309b399371b81b423da1090ca
3
  size 1379030
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f8477031b27757039c769236aa89771872ed12822b8810e5a03dfabf40ca44ad
3
  size 1379030
ner/model CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:79db4cbc396f6029a8258884fb3b63d2a9eab0558274364e1c603b3a5461d650
3
  size 56989063
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:634cc27a221554080043d68a07c43bb33ef13ad708f97b2c22ee4da23f28b912
3
  size 56989063
parser/model CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b8f63e981ee75ee27b5dc5ba658776dd1bf124c6d84b6d398e224c09ff32e34f
3
  size 26010735
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8863a06cb048c1357c38cabab69fbd5601ba7bdf4327c7f66f5eca205e3de939
3
  size 26010735
senter/model CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3afb9d113f491c285b2ea823c6fd7f50cbd9f7e886807829f82176e7140efda0
3
  size 2845
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9593cebc9f9da0bed0238d78a79e655d748c8d6160a632f94ab5c1f5d72078a8
3
  size 2845
tagger/model CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ebafb99f7ca67aa5edda2721893a99587fea5d1401349f92766073d5052a346a
3
  size 20905
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3a3563372a99627811d878af0987510b6be0c34e2e0afe06000cdfe42d3f3630
3
  size 20905
tok2vec/model CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:339d89848c54094ec89b25ae3ea81dd9e7cd5dafcc4ebd98f1c4ce8a798b8626
3
  size 56806299
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8afba52c64b92a2f547e531ba840bdbe9231445a72d0c607d68af0843276faf3
3
  size 56806299
trainable_lemmatizer/cfg CHANGED
@@ -2781,185 +2781,187 @@
2781
  5525,
2782
  5527,
2783
  5528,
2784
- 5531,
2785
- 5533,
2786
- 5535,
2787
  424,
 
 
2788
  5536,
2789
- 5537,
2790
  5539,
 
2791
  5541,
2792
- 5542,
2793
  5543,
2794
- 5544,
2795
- 5546,
2796
- 5548,
2797
  5550,
2798
- 5553,
2799
- 5555,
2800
- 5557,
2801
- 5559,
 
2802
  5561,
2803
  5563,
2804
- 5564,
2805
- 5566,
2806
- 5568,
2807
- 5570,
2808
- 5572,
2809
  5574,
2810
- 5576,
2811
  5577,
2812
- 5578,
2813
- 5580,
2814
- 5582,
2815
  5584,
2816
- 5586,
2817
  5587,
2818
  5588,
2819
  5590,
2820
- 5591,
2821
  5593,
2822
- 5595,
2823
  5596,
2824
- 5597,
2825
  5599,
2826
- 5602,
2827
- 5604,
 
2828
  5607,
2829
  5609,
2830
  5611,
2831
- 5613,
2832
- 5615,
 
2833
  5618,
2834
  5620,
2835
- 5621,
2836
- 5623,
2837
  5625,
2838
- 5627,
2839
- 5629,
2840
- 5631,
2841
- 5633,
2842
  5634,
2843
- 5637,
2844
- 5639,
2845
- 5641,
2846
- 5643,
2847
- 5645,
 
2848
  5647,
2849
- 5649,
2850
- 5651,
2851
- 5653,
 
2852
  5655,
2853
- 5656,
2854
  5657,
2855
  5659,
2856
- 5661,
2857
- 5663,
2858
- 5666,
 
2859
  5667,
2860
  5669,
2861
  5671,
2862
- 5672,
2863
- 5674,
2864
- 5676,
2865
- 5677,
2866
- 5679,
2867
- 5681,
2868
- 5683,
2869
- 5685,
2870
- 5687,
2871
- 5690,
2872
- 5692,
2873
  5694,
2874
  5696,
2875
  5698,
2876
- 5701,
2877
- 5703,
 
2878
  5705,
2879
- 5706,
2880
  5708,
2881
  5710,
2882
  5712,
2883
- 5714,
2884
- 5716,
2885
  5717,
2886
- 5719,
2887
  5720,
2888
- 5722,
2889
- 5724,
2890
- 5725,
2891
- 5727,
2892
  5729,
2893
- 5730,
2894
  5732,
2895
  5733,
2896
  5735,
2897
- 5738,
2898
- 5740,
2899
  5741,
 
 
2900
  5744,
2901
- 5745,
2902
  5747,
2903
- 5749,
2904
  5751,
2905
  5753,
2906
- 5754,
2907
  5755,
2908
- 5756,
2909
- 5758,
2910
  5759,
2911
- 5760,
2912
- 5763,
 
2913
  5765,
2914
  5767,
2915
  5769,
2916
- 5771,
 
2917
  5773,
2918
- 5774,
2919
  5776,
2920
  5777,
 
2921
  5779,
 
2922
  5781,
2923
- 5782,
2924
- 5784,
2925
  5785,
2926
- 5787,
2927
  5788,
2928
  5789,
2929
  5790,
2930
- 5791,
2931
  5792,
2932
  5793,
2933
- 5795,
2934
- 5797,
2935
  5798,
 
2936
  5800,
2937
  5801,
2938
- 5802,
2939
  5804,
2940
  5805,
2941
- 5806,
2942
  5808,
2943
- 5810,
2944
  5811,
2945
- 5812,
2946
  5813,
2947
  5815,
2948
- 5816,
2949
  5817,
2950
  5819,
2951
- 5820,
2952
  5821,
2953
- 5823,
2954
  5825,
 
2955
  5827,
2956
- 5829,
2957
  5831,
2958
  5833,
2959
- 5836,
2960
  5837,
2961
- 5838,
2962
  5839,
 
2963
  5843,
2964
  5845,
2965
  5847,
@@ -2972,12 +2974,12 @@
2972
  5861,
2973
  5863,
2974
  5865,
2975
- 5867,
2976
- 5869,
2977
- 5871,
2978
- 5873,
2979
- 5875,
2980
- 5877,
2981
  5880,
2982
  5882,
2983
  5884,
@@ -2988,250 +2990,251 @@
2988
  5894,
2989
  5896,
2990
  5898,
2991
- 5900,
2992
- 5902,
2993
- 5904,
2994
- 5906,
2995
- 5908,
2996
- 5910,
2997
  5911,
2998
- 5913,
 
2999
  5915,
3000
- 5917,
3001
- 5919,
3002
- 5921,
3003
- 5923,
3004
  5924,
3005
  5926,
3006
  5927,
3007
- 5928,
3008
- 5930,
3009
- 5932,
3010
- 5934,
3011
- 5936,
3012
- 5938,
3013
  5939,
3014
  5941,
3015
- 5943,
3016
- 5945,
3017
- 5947,
3018
  5949,
3019
  5951,
3020
  5953,
3021
- 5956,
3022
- 5958,
3023
- 5960,
3024
  5961,
3025
  5963,
 
3026
  5965,
3027
  5967,
3028
  5969,
3029
  5971,
3030
  5973,
3031
  5975,
3032
- 5976,
3033
  5977,
3034
  5979,
3035
- 5981,
3036
- 5983,
3037
- 5985,
3038
- 5987,
3039
- 5842,
3040
- 5989,
3041
- 5991,
3042
  5994,
3043
  5996,
3044
  5998,
3045
  6000,
3046
  6002,
3047
- 6004,
3048
- 6006,
3049
- 6008,
3050
- 6010,
3051
  6012,
3052
- 6014,
 
 
3053
  6017,
3054
- 6019,
3055
- 6021,
3056
- 6023,
3057
  6024,
3058
- 6025,
3059
- 6027,
3060
  6028,
3061
- 6029,
3062
  6030,
3063
  6032,
3064
- 6034,
3065
  6036,
3066
  6038,
3067
  6040,
3068
  6042,
3069
  6044,
3070
- 6047,
3071
  6048,
 
3072
  6050,
3073
  6052,
3074
- 6054,
3075
  6056,
3076
  6058,
3077
  6060,
3078
  6061,
3079
- 6062,
3080
- 6064,
3081
  6065,
3082
- 6068,
 
3083
  6070,
3084
  6072,
3085
  6073,
3086
  6075,
 
3087
  6077,
3088
- 6079,
 
3089
  6081,
3090
- 6082,
3091
- 6084,
3092
  6085,
3093
  6087,
3094
  6088,
3095
  6089,
3096
- 6090,
3097
  6092,
3098
  6093,
 
3099
  6095,
3100
- 6097,
3101
- 6099,
3102
  6100,
3103
- 6101,
3104
- 6103,
3105
  6104,
3106
- 6105,
3107
  6106,
3108
- 6107,
3109
  6108,
3110
  6110,
 
3111
  6112,
3112
  6114,
3113
  6116,
3114
  6118,
3115
- 6120,
3116
- 6122,
3117
- 6123,
3118
  6124,
3119
  6126,
3120
- 6128,
3121
- 6130,
3122
  6131,
3123
- 6133,
3124
  6136,
3125
  6138,
3126
- 6139,
3127
  6141,
3128
  6143,
 
3129
  6146,
3130
- 6148,
 
3131
  6150,
 
 
3132
  6153,
3133
- 6155,
3134
- 6156,
3135
- 6158,
3136
  6159,
3137
- 6161,
3138
  6162,
3139
- 6163,
3140
  6164,
3141
- 6165,
3142
  6166,
3143
- 6169,
3144
- 6171,
3145
  6172,
3146
  6174,
 
3147
  6176,
3148
- 6178,
3149
- 6180,
3150
- 6182,
3151
- 6184,
3152
- 6186,
3153
  6187,
3154
- 6188,
3155
  6189,
3156
- 6191,
3157
- 6193,
3158
- 6195,
3159
  6197,
3160
  6199,
3161
  6201,
3162
- 6202,
3163
- 6204,
3164
- 6206,
3165
  6209,
3166
  6211,
3167
- 6213,
3168
  6215,
3169
  6217,
3170
  6220,
3171
- 6221,
3172
- 6223,
3173
- 6226,
3174
  6227,
3175
- 6229,
3176
  6232,
3177
  6234,
3178
- 6236,
3179
- 6239,
 
 
3180
  6244,
3181
  6246,
3182
- 6247,
3183
- 6249,
3184
- 6252,
3185
- 6254,
3186
- 6256,
3187
- 6258,
3188
- 6260,
3189
  6263,
3190
- 6265,
3191
- 6267,
3192
- 6269,
3193
- 6271,
3194
- 6273,
3195
- 6275,
3196
- 6278,
3197
- 6280,
3198
- 6282,
3199
- 6284,
3200
- 6286,
3201
- 6288,
3202
  6291,
3203
  6293,
 
3204
  6295,
3205
  6297,
3206
  6299,
3207
- 6301,
3208
- 6303,
3209
  6305,
3210
- 6306,
3211
  6307,
3212
  6309,
3213
  6311,
3214
  6314,
3215
- 6317,
3216
- 6319,
3217
- 6321,
3218
- 6323,
 
 
3219
  6326,
3220
  6328,
3221
  6330,
3222
  6332,
3223
  6334,
3224
- 6337,
3225
- 1259,
3226
- 6338,
3227
  6340,
 
3228
  6342,
3229
  6344,
3230
- 6346,
3231
- 6348,
3232
- 6351,
 
3233
  6352,
3234
- 6353,
3235
  6354,
3236
  6356,
3237
  6357,
@@ -3239,224 +3242,226 @@
3239
  6361,
3240
  6362,
3241
  6364,
3242
- 6366,
 
3243
  6368,
3244
  6369,
3245
  6371,
3246
  6373,
3247
- 6374,
3248
- 6376,
3249
  6377,
 
3250
  6379,
3251
- 6380,
3252
  6381,
 
3253
  6383,
3254
  6385,
3255
- 6387,
3256
- 6389,
3257
  6390,
3258
- 6391,
3259
- 6393,
3260
  6394,
3261
  6395,
3262
- 6397,
3263
  6398,
3264
- 6400,
3265
- 6402,
3266
- 6404,
3267
- 4416,
3268
  6406,
3269
- 6407,
3270
  6408,
3271
  6410,
3272
- 1307,
3273
- 6413,
3274
- 6415,
3275
- 6417,
3276
  6418,
3277
  6420,
 
3278
  6422,
 
3279
  6424,
 
3280
  6426,
3281
- 6428,
 
3282
  6430,
3283
- 6432,
3284
- 6433,
3285
  6434,
3286
  6435,
3287
- 6436,
3288
  6437,
3289
- 6438,
3290
  6439,
3291
- 6441,
3292
  6442,
3293
- 6443,
3294
- 6446,
3295
  6447,
3296
- 6449,
3297
- 6451,
 
 
3298
  6452,
 
3299
  6454,
3300
  6456,
3301
- 6457,
3302
  6459,
3303
- 2683,
3304
- 6460,
3305
  6462,
3306
- 6450,
3307
  6464,
3308
  6465,
3309
  6466,
3310
- 6468,
3311
- 6470,
3312
  6471,
 
3313
  6473,
3314
- 6474,
3315
- 6476,
3316
- 6477,
3317
  6478,
3318
  6479,
3319
- 6481,
 
3320
  6483,
3321
- 6484,
3322
  6485,
3323
- 6487,
 
 
3324
  6490,
3325
  6491,
3326
- 6492,
3327
  6494,
3328
  6495,
3329
  6497,
3330
- 6498,
3331
  6500,
3332
- 6501,
3333
  6502,
3334
  6503,
3335
  6505,
3336
  6506,
3337
- 6507,
3338
- 6509,
3339
  6511,
3340
  6512,
 
3341
  6514,
3342
  6515,
 
3343
  6517,
3344
  6518,
3345
  6520,
 
3346
  6522,
3347
- 6523,
3348
  6524,
3349
- 6525,
3350
  6526,
3351
- 6527,
3352
  6528,
3353
  6529,
3354
- 6530,
3355
  6532,
3356
- 6533,
3357
  6534,
3358
- 6536,
3359
  6538,
3360
  6540,
3361
  6541,
 
3362
  6544,
3363
  6546,
3364
- 6549,
3365
  6550,
3366
  6552,
3367
  6553,
3368
  6554,
 
3369
  6556,
 
3370
  6558,
3371
  6560,
3372
- 6562,
3373
  6564,
3374
  6565,
3375
- 6566,
3376
  6567,
3377
- 6568,
3378
  6569,
3379
- 6570,
3380
  6572,
3381
- 6575,
3382
  6576,
3383
  6577,
3384
- 6579,
 
3385
  6581,
 
3386
  6583,
3387
  6584,
 
3388
  6586,
3389
- 6588,
3390
  6589,
3391
  6590,
3392
- 6592,
3393
  6593,
3394
  6594,
3395
  6595,
3396
- 6596,
3397
  6597,
3398
  6598,
3399
  6599,
 
3400
  6601,
3401
  6602,
 
 
3402
  6605,
3403
  6606,
3404
- 6607,
3405
  6609,
3406
  6610,
3407
  6611,
3408
  6612,
3409
- 6613,
3410
  6614,
3411
- 6615,
3412
- 6616,
3413
  6617,
3414
  6618,
3415
- 6620,
3416
  6621,
3417
- 6622,
3418
- 6623,
3419
  6624,
 
3420
  6626,
3421
- 6629,
 
3422
  6630,
 
3423
  6633,
 
 
3424
  6636,
3425
  6637,
3426
  6638,
3427
- 6639,
3428
  6640,
3429
  6642,
 
3430
  6644,
3431
  6645,
3432
  6646,
3433
  6647,
3434
- 6648,
3435
  6649,
3436
  6650,
 
3437
  6652,
3438
- 6654,
3439
  6655,
3440
  6656,
3441
- 6657,
3442
  6658,
3443
- 6659,
3444
- 6661,
3445
  6662,
3446
- 6663,
3447
  6664,
3448
  6665,
 
3449
  6667,
3450
  6668,
3451
- 6670,
3452
- 6672,
3453
- 4369,
3454
  6674,
 
3455
  6676,
3456
  6677,
3457
  6678,
3458
  6679,
3459
- 6680,
 
3460
  6685,
3461
  6686,
3462
  6687,
@@ -3464,22 +3469,24 @@
3464
  6689,
3465
  6690,
3466
  6691,
 
3467
  6693,
3468
  6696,
3469
  6697,
3470
  6698,
3471
  6699,
3472
  6700,
3473
- 6701,
3474
  6702,
3475
  6703,
3476
  6704,
3477
- 6705,
 
3478
  6708,
3479
  6709,
3480
  6710,
3481
  6711,
3482
  6712,
 
3483
  6714,
3484
  6715,
3485
  6716,
@@ -3488,81 +3495,82 @@
3488
  6720,
3489
  6721,
3490
  6722,
 
3491
  6723,
3492
  6724,
3493
  6725,
3494
  6726,
3495
  6727,
3496
  6728,
3497
- 6730,
3498
  6731,
3499
  6732,
3500
  6733,
3501
  6734,
3502
- 2695,
3503
  6735,
3504
  6736,
3505
  6737,
3506
  6738,
3507
- 6739,
3508
  6740,
3509
  6741,
 
3510
  6743,
3511
- 6744,
3512
- 6745,
3513
  6746,
3514
- 6747,
3515
  6748,
3516
- 6749,
3517
  6750,
3518
- 6752,
3519
  6753,
3520
  6754,
3521
  6755,
 
3522
  6758,
3523
- 6760,
 
3524
  6762,
3525
  6763,
3526
- 6765,
3527
  6766,
3528
- 6767,
3529
  6769,
3530
  6770,
3531
  6771,
 
3532
  6773,
3533
  6774,
3534
  6775,
3535
  6776,
 
3536
  6778,
3537
- 6780,
3538
  6781,
3539
  6782,
3540
  6783,
3541
  6784,
3542
  6785,
3543
  6786,
3544
- 6787,
3545
  6788,
3546
  6789,
3547
  6790,
 
3548
  6793,
3549
  6794,
3550
- 6795,
3551
  6796,
3552
  6797,
3553
  6798,
3554
- 6800,
3555
  6801,
3556
- 6802,
3557
- 6804,
3558
  6805,
3559
  6806,
 
3560
  6808,
3561
  6809,
3562
  6810,
3563
  6811,
 
3564
  6813,
 
3565
  6815,
 
3566
  6817,
3567
  6818,
3568
  6819,
@@ -3598,7 +3606,6 @@
3598
  6849,
3599
  6850,
3600
  6851,
3601
- 6852,
3602
  6853,
3603
  6854,
3604
  6855,
@@ -3606,23 +3613,23 @@
3606
  6857,
3607
  6858,
3608
  6859,
3609
- 6860,
3610
  6861,
3611
  6862,
3612
  6863,
 
3613
  6865,
3614
  6866,
3615
- 6867,
3616
  6868,
3617
  6869,
3618
  6870,
3619
  6871,
 
3620
  6873,
3621
  6874,
3622
  6875,
3623
  6876,
3624
  6877,
3625
- 6878,
3626
  6880,
3627
  6881,
3628
  6882,
@@ -3634,66 +3641,65 @@
3634
  6888,
3635
  6889,
3636
  6891,
3637
- 6892,
3638
- 6893,
3639
  6894,
3640
  6895,
3641
- 6896,
3642
  6897,
3643
  6898,
3644
  6899,
3645
  6900,
3646
  6901,
3647
- 6903,
 
3648
  6906,
3649
  6907,
3650
- 6909,
3651
- 6910,
3652
  6911,
3653
  6912,
3654
- 6913,
3655
  6914,
 
 
3656
  6917,
3657
  6918,
3658
  6919,
3659
  6920,
 
 
3660
  6923,
3661
  6924,
3662
- 6926,
3663
  6927,
3664
  6928,
3665
  6929,
3666
  6930,
3667
- 6931,
3668
  6932,
3669
  6933,
3670
  6934,
3671
  6935,
3672
  6936,
3673
- 6937,
3674
  6939,
3675
- 6940,
3676
  6941,
3677
  6942,
 
3678
  6944,
3679
  6945,
3680
- 6946,
3681
  6947,
3682
- 6948,
3683
  6950,
3684
  6951,
 
3685
  6953,
3686
- 6954,
3687
  6955,
3688
  6956,
3689
  6957,
 
3690
  6959,
3691
  6961,
3692
  6962,
3693
  6963,
3694
  6964,
3695
  6965,
3696
- 6967,
3697
  6968,
3698
  6969,
3699
  6970,
@@ -3704,9 +3710,9 @@
3704
  6976,
3705
  6977,
3706
  6978,
 
3707
  6980,
3708
  6981,
3709
- 6982,
3710
  6983,
3711
  6985,
3712
  6986,
@@ -3717,46 +3723,42 @@
3717
  6991,
3718
  6992,
3719
  6993,
 
3720
  6995,
3721
- 6997,
3722
  6998,
3723
  6999,
3724
  7000,
3725
- 7001,
3726
- 7002,
3727
  7003,
3728
  7004,
3729
  7005,
3730
  7006,
3731
  7007,
3732
  7008,
3733
- 7010,
3734
  7011,
3735
  7012,
3736
- 7015,
3737
  7016,
3738
- 7017,
3739
  7018,
3740
- 7019,
3741
  7020,
3742
  7021,
 
3743
  7023,
3744
  7024,
3745
- 7026,
3746
- 7028,
3747
- 7030,
 
3748
  7032,
3749
  7033,
3750
  7034,
3751
  7035,
3752
- 7036,
3753
  7037,
3754
  7039,
3755
  7041,
3756
  7043,
3757
- 7044,
3758
  7045,
3759
- 7046,
3760
  7047,
3761
  7049,
3762
  7051,
@@ -3765,234 +3767,237 @@
3765
  7057,
3766
  7059,
3767
  7061,
3768
- 7063,
3769
- 7065,
3770
- 7067,
3771
- 7069,
 
3772
  7071,
 
3773
  7073,
3774
  7074,
 
3775
  7076,
3776
  7078,
3777
  7080,
 
3778
  7082,
3779
- 7083,
3780
  7084,
3781
- 7085,
3782
  7086,
3783
- 7087,
3784
  7088,
3785
  7090,
3786
  7092,
3787
- 7093,
3788
  7094,
3789
- 7096,
3790
- 7098,
3791
- 7100,
3792
- 7102,
3793
- 7104,
3794
- 7106,
3795
  7107,
3796
  7109,
3797
- 7111,
 
3798
  7113,
 
3799
  7115,
3800
  7117,
3801
  7119,
 
3802
  7121,
3803
- 7122,
3804
- 7124,
3805
  7125,
3806
- 7126,
3807
  7127,
3808
- 7129,
3809
- 7131,
 
 
 
 
3810
  7132,
3811
  7133,
3812
  7135,
 
3813
  7137,
3814
  7139,
3815
  7140,
3816
  7142,
3817
- 4961,
3818
- 4927,
3819
- 4929,
3820
- 7075,
3821
  7144,
3822
  7145,
 
3823
  7147,
3824
  7148,
3825
- 7149,
3826
  7151,
3827
- 7152,
3828
- 7154,
3829
- 7156,
3830
  7157,
3831
  7158,
3832
- 7159,
3833
- 7160,
3834
- 7162,
3835
  7163,
3836
  7165,
3837
- 7167,
3838
- 7169,
3839
  7170,
 
3840
  7173,
3841
- 3198,
3842
  7175,
 
3843
  7177,
3844
- 7178,
3845
  7180,
 
3846
  7182,
3847
- 7183,
3848
- 7185,
3849
  7187,
3850
- 7188,
3851
  7189,
3852
- 7192,
3853
  7193,
3854
- 7194,
3855
  7196,
3856
  7198,
3857
- 7199,
3858
  7201,
 
3859
  7203,
3860
- 7205,
 
3861
  7208,
3862
  7210,
 
3863
  7212,
3864
  7213,
3865
  7214,
3866
- 7215,
3867
- 7216,
3868
- 7218,
3869
- 7220,
3870
  7222,
3871
- 7223,
3872
  7224,
3873
  7225,
3874
  7226,
 
3875
  7229,
3876
  7231,
 
3877
  7233,
3878
- 7234,
3879
  7236,
3880
  7237,
3881
- 7238,
3882
  7239,
3883
  7241,
 
3884
  7243,
3885
- 7244,
3886
  7245,
3887
- 7247,
3888
  7248,
3889
  7249,
3890
- 7251,
3891
- 7253,
3892
- 4596,
3893
- 7255,
3894
- 7257,
3895
  7258,
 
3896
  7260,
3897
  7261,
3898
- 7262,
3899
  7264,
3900
- 7266,
3901
- 7268,
 
3902
  7270,
3903
  7271,
3904
- 7272,
3905
  7273,
3906
  7275,
3907
- 7276,
3908
  7277,
3909
  7279,
3910
- 7281,
3911
  7282,
3912
  7283,
3913
  7285,
3914
- 7287,
3915
- 7289,
3916
- 7291,
3917
- 7292,
3918
- 7294,
3919
  7295,
3920
  7297,
3921
- 7298,
3922
- 7300,
3923
- 7302,
3924
  7305,
3925
- 7307,
 
3926
  7309,
3927
- 7311,
3928
  7313,
3929
  7315,
3930
- 7317,
3931
  7318,
 
3932
  7320,
3933
  7321,
 
3934
  7324,
3935
  7325,
 
3936
  7327,
3937
  7328,
3938
- 7330,
3939
  7331,
3940
  7332,
3941
- 7333,
3942
  7335,
3943
  7336,
3944
- 7337,
3945
  7338,
3946
  7339,
3947
- 7340,
3948
  7341,
3949
  7343,
3950
  7344,
3951
  7346,
3952
  7347,
3953
  7348,
3954
- 7350,
3955
  7351,
3956
  7353,
3957
  7355,
3958
  7356,
3959
  7358,
3960
- 7359,
3961
  7360,
3962
- 7363,
 
3963
  7365,
3964
  7367,
3965
  7368,
 
3966
  7370,
 
3967
  7372,
3968
  7373,
3969
  7374,
 
 
3970
  7377,
3971
- 7379,
3972
  7380,
3973
- 7381,
3974
  7382,
3975
- 7383,
3976
  7384,
3977
- 7385,
3978
  7386,
3979
- 7387,
3980
- 7388,
3981
  7389,
 
3982
  7392,
3983
  7394,
3984
  7396,
3985
  7398,
 
3986
  7401,
3987
  7402,
3988
  7404,
3989
  7406,
3990
  7408,
3991
  7410,
 
3992
  7412,
3993
  7413,
3994
  7414,
3995
  7416,
 
3996
  7418,
3997
  7420,
3998
  7422,
@@ -4001,21 +4006,12 @@
4001
  7425,
4002
  7426,
4003
  7428,
4004
- 7429,
4005
  7430,
4006
  7432,
4007
  7434,
4008
- 7435,
4009
  7436,
4010
- 7437,
4011
  7438,
4012
- 7440,
4013
- 7442,
4014
- 7444,
4015
- 7446,
4016
- 7448,
4017
- 7450,
4018
- 7451,
4019
- 7453
4020
  ]
4021
  }
2781
  5525,
2782
  5527,
2783
  5528,
2784
+ 5530,
2785
+ 5532,
 
2786
  424,
2787
+ 5533,
2788
+ 5534,
2789
  5536,
2790
+ 5538,
2791
  5539,
2792
+ 5540,
2793
  5541,
 
2794
  5543,
2795
+ 5545,
2796
+ 5547,
 
2797
  5550,
2798
+ 5552,
2799
+ 5554,
2800
+ 5556,
2801
+ 5558,
2802
+ 5560,
2803
  5561,
2804
  5563,
2805
+ 5565,
2806
+ 5567,
2807
+ 5569,
2808
+ 5571,
2809
+ 5573,
2810
  5574,
2811
+ 5575,
2812
  5577,
2813
+ 5579,
2814
+ 5581,
2815
+ 5583,
2816
  5584,
2817
+ 5585,
2818
  5587,
2819
  5588,
2820
  5590,
2821
+ 5592,
2822
  5593,
2823
+ 5594,
2824
  5596,
 
2825
  5599,
2826
+ 5601,
2827
+ 5603,
2828
+ 5605,
2829
  5607,
2830
  5609,
2831
  5611,
2832
+ 5612,
2833
+ 5614,
2834
+ 5616,
2835
  5618,
2836
  5620,
2837
+ 5622,
2838
+ 5624,
2839
  5625,
2840
+ 5628,
2841
+ 5630,
2842
+ 5632,
 
2843
  5634,
2844
+ 5636,
2845
+ 5638,
2846
+ 5640,
2847
+ 5642,
2848
+ 5644,
2849
+ 5646,
2850
  5647,
2851
+ 5648,
2852
+ 5650,
2853
+ 5652,
2854
+ 5654,
2855
  5655,
 
2856
  5657,
2857
  5659,
2858
+ 5660,
2859
+ 5662,
2860
+ 5664,
2861
+ 5665,
2862
  5667,
2863
  5669,
2864
  5671,
2865
+ 5673,
2866
+ 5675,
2867
+ 5678,
2868
+ 5680,
2869
+ 5682,
2870
+ 5684,
2871
+ 5686,
2872
+ 5689,
2873
+ 5691,
2874
+ 5693,
 
2875
  5694,
2876
  5696,
2877
  5698,
2878
+ 5700,
2879
+ 5702,
2880
+ 5704,
2881
  5705,
2882
+ 5707,
2883
  5708,
2884
  5710,
2885
  5712,
2886
+ 5713,
2887
+ 5715,
2888
  5717,
2889
+ 5718,
2890
  5720,
2891
+ 5721,
2892
+ 5723,
2893
+ 5726,
2894
+ 5728,
2895
  5729,
 
2896
  5732,
2897
  5733,
2898
  5735,
2899
+ 5737,
2900
+ 5739,
2901
  5741,
2902
+ 5742,
2903
+ 5743,
2904
  5744,
2905
+ 5746,
2906
  5747,
2907
+ 5748,
2908
  5751,
2909
  5753,
 
2910
  5755,
2911
+ 5757,
 
2912
  5759,
2913
+ 5761,
2914
+ 5762,
2915
+ 5764,
2916
  5765,
2917
  5767,
2918
  5769,
2919
+ 5770,
2920
+ 5772,
2921
  5773,
2922
+ 5775,
2923
  5776,
2924
  5777,
2925
+ 5778,
2926
  5779,
2927
+ 5780,
2928
  5781,
2929
+ 5783,
 
2930
  5785,
2931
+ 5786,
2932
  5788,
2933
  5789,
2934
  5790,
 
2935
  5792,
2936
  5793,
2937
+ 5794,
2938
+ 5796,
2939
  5798,
2940
+ 5799,
2941
  5800,
2942
  5801,
2943
+ 5803,
2944
  5804,
2945
  5805,
2946
+ 5807,
2947
  5808,
2948
+ 5809,
2949
  5811,
 
2950
  5813,
2951
  5815,
 
2952
  5817,
2953
  5819,
 
2954
  5821,
2955
+ 5824,
2956
  5825,
2957
+ 5826,
2958
  5827,
 
2959
  5831,
2960
  5833,
2961
+ 5835,
2962
  5837,
 
2963
  5839,
2964
+ 5841,
2965
  5843,
2966
  5845,
2967
  5847,
2974
  5861,
2975
  5863,
2976
  5865,
2977
+ 5868,
2978
+ 5870,
2979
+ 5872,
2980
+ 5874,
2981
+ 5876,
2982
+ 5878,
2983
  5880,
2984
  5882,
2985
  5884,
2990
  5894,
2991
  5896,
2992
  5898,
2993
+ 5899,
2994
+ 5901,
2995
+ 5903,
2996
+ 5905,
2997
+ 5907,
2998
+ 5909,
2999
  5911,
3000
+ 5912,
3001
+ 5914,
3002
  5915,
3003
+ 5916,
3004
+ 5918,
3005
+ 5920,
3006
+ 5922,
3007
  5924,
3008
  5926,
3009
  5927,
3010
+ 5929,
3011
+ 5931,
3012
+ 5933,
3013
+ 5935,
3014
+ 5937,
 
3015
  5939,
3016
  5941,
3017
+ 5944,
3018
+ 5946,
3019
+ 5948,
3020
  5949,
3021
  5951,
3022
  5953,
3023
+ 5955,
3024
+ 5957,
3025
+ 5959,
3026
  5961,
3027
  5963,
3028
+ 5964,
3029
  5965,
3030
  5967,
3031
  5969,
3032
  5971,
3033
  5973,
3034
  5975,
3035
+ 5830,
3036
  5977,
3037
  5979,
3038
+ 5982,
3039
+ 5984,
3040
+ 5986,
3041
+ 5988,
3042
+ 5990,
3043
+ 5992,
 
3044
  5994,
3045
  5996,
3046
  5998,
3047
  6000,
3048
  6002,
3049
+ 6005,
3050
+ 6007,
3051
+ 6009,
3052
+ 6011,
3053
  6012,
3054
+ 6013,
3055
+ 6015,
3056
+ 6016,
3057
  6017,
3058
+ 6018,
3059
+ 6020,
3060
+ 6022,
3061
  6024,
3062
+ 6026,
 
3063
  6028,
 
3064
  6030,
3065
  6032,
3066
+ 6035,
3067
  6036,
3068
  6038,
3069
  6040,
3070
  6042,
3071
  6044,
3072
+ 6046,
3073
  6048,
3074
+ 6049,
3075
  6050,
3076
  6052,
3077
+ 6053,
3078
  6056,
3079
  6058,
3080
  6060,
3081
  6061,
3082
+ 6063,
 
3083
  6065,
3084
+ 6067,
3085
+ 6069,
3086
  6070,
3087
  6072,
3088
  6073,
3089
  6075,
3090
+ 6076,
3091
  6077,
3092
+ 6078,
3093
+ 6080,
3094
  6081,
3095
+ 6083,
 
3096
  6085,
3097
  6087,
3098
  6088,
3099
  6089,
3100
+ 6091,
3101
  6092,
3102
  6093,
3103
+ 6094,
3104
  6095,
3105
+ 6096,
3106
+ 6098,
3107
  6100,
3108
+ 6102,
 
3109
  6104,
 
3110
  6106,
 
3111
  6108,
3112
  6110,
3113
+ 6111,
3114
  6112,
3115
  6114,
3116
  6116,
3117
  6118,
3118
+ 6119,
3119
+ 6121,
 
3120
  6124,
3121
  6126,
3122
+ 6127,
3123
+ 6129,
3124
  6131,
3125
+ 6134,
3126
  6136,
3127
  6138,
 
3128
  6141,
3129
  6143,
3130
+ 6144,
3131
  6146,
3132
+ 6147,
3133
+ 6149,
3134
  6150,
3135
+ 6151,
3136
+ 6152,
3137
  6153,
3138
+ 6154,
3139
+ 6157,
 
3140
  6159,
3141
+ 6160,
3142
  6162,
 
3143
  6164,
 
3144
  6166,
3145
+ 6168,
3146
+ 6170,
3147
  6172,
3148
  6174,
3149
+ 6175,
3150
  6176,
3151
+ 6177,
3152
+ 6179,
3153
+ 6181,
3154
+ 6183,
3155
+ 6185,
3156
  6187,
 
3157
  6189,
3158
+ 6190,
3159
+ 6192,
3160
+ 6194,
3161
  6197,
3162
  6199,
3163
  6201,
3164
+ 6203,
3165
+ 6205,
3166
+ 6208,
3167
  6209,
3168
  6211,
3169
+ 6214,
3170
  6215,
3171
  6217,
3172
  6220,
3173
+ 6222,
3174
+ 6224,
 
3175
  6227,
 
3176
  6232,
3177
  6234,
3178
+ 6235,
3179
+ 6237,
3180
+ 6240,
3181
+ 6242,
3182
  6244,
3183
  6246,
3184
+ 6248,
3185
+ 6251,
3186
+ 6253,
3187
+ 6255,
3188
+ 6257,
3189
+ 6259,
3190
+ 6261,
3191
  6263,
3192
+ 6266,
3193
+ 6268,
3194
+ 6270,
3195
+ 6272,
3196
+ 6274,
3197
+ 6276,
3198
+ 6279,
3199
+ 6281,
3200
+ 6283,
3201
+ 6285,
3202
+ 6287,
3203
+ 6289,
3204
  6291,
3205
  6293,
3206
+ 6294,
3207
  6295,
3208
  6297,
3209
  6299,
3210
+ 6302,
 
3211
  6305,
 
3212
  6307,
3213
  6309,
3214
  6311,
3215
  6314,
3216
+ 6316,
3217
+ 6318,
3218
+ 6320,
3219
+ 6322,
3220
+ 6325,
3221
+ 1259,
3222
  6326,
3223
  6328,
3224
  6330,
3225
  6332,
3226
  6334,
3227
+ 6336,
3228
+ 6339,
 
3229
  6340,
3230
+ 6341,
3231
  6342,
3232
  6344,
3233
+ 6345,
3234
+ 6347,
3235
+ 6349,
3236
+ 6350,
3237
  6352,
 
3238
  6354,
3239
  6356,
3240
  6357,
3242
  6361,
3243
  6362,
3244
  6364,
3245
+ 6365,
3246
+ 6367,
3247
  6368,
3248
  6369,
3249
  6371,
3250
  6373,
3251
+ 6375,
 
3252
  6377,
3253
+ 6378,
3254
  6379,
 
3255
  6381,
3256
+ 6382,
3257
  6383,
3258
  6385,
3259
+ 6386,
3260
+ 6388,
3261
  6390,
3262
+ 6392,
3263
+ 4416,
3264
  6394,
3265
  6395,
3266
+ 6396,
3267
  6398,
3268
+ 1307,
3269
+ 6401,
3270
+ 6403,
3271
+ 6405,
3272
  6406,
 
3273
  6408,
3274
  6410,
3275
+ 6412,
3276
+ 6414,
3277
+ 6416,
 
3278
  6418,
3279
  6420,
3280
+ 6421,
3281
  6422,
3282
+ 6423,
3283
  6424,
3284
+ 6425,
3285
  6426,
3286
+ 6427,
3287
+ 6429,
3288
  6430,
3289
+ 6431,
 
3290
  6434,
3291
  6435,
 
3292
  6437,
 
3293
  6439,
3294
+ 6440,
3295
  6442,
3296
+ 6444,
3297
+ 6445,
3298
  6447,
3299
+ 2683,
3300
+ 6448,
3301
+ 6450,
3302
+ 6438,
3303
  6452,
3304
+ 6453,
3305
  6454,
3306
  6456,
3307
+ 6458,
3308
  6459,
3309
+ 6461,
 
3310
  6462,
 
3311
  6464,
3312
  6465,
3313
  6466,
3314
+ 6467,
3315
+ 6469,
3316
  6471,
3317
+ 6472,
3318
  6473,
3319
+ 6475,
 
 
3320
  6478,
3321
  6479,
3322
+ 6480,
3323
+ 6482,
3324
  6483,
 
3325
  6485,
3326
+ 6486,
3327
+ 6488,
3328
+ 6489,
3329
  6490,
3330
  6491,
3331
+ 6493,
3332
  6494,
3333
  6495,
3334
  6497,
3335
+ 6499,
3336
  6500,
 
3337
  6502,
3338
  6503,
3339
  6505,
3340
  6506,
3341
+ 6508,
3342
+ 6510,
3343
  6511,
3344
  6512,
3345
+ 6513,
3346
  6514,
3347
  6515,
3348
+ 6516,
3349
  6517,
3350
  6518,
3351
  6520,
3352
+ 6521,
3353
  6522,
 
3354
  6524,
 
3355
  6526,
 
3356
  6528,
3357
  6529,
 
3358
  6532,
 
3359
  6534,
3360
+ 6537,
3361
  6538,
3362
  6540,
3363
  6541,
3364
+ 6542,
3365
  6544,
3366
  6546,
3367
+ 6548,
3368
  6550,
3369
  6552,
3370
  6553,
3371
  6554,
3372
+ 6555,
3373
  6556,
3374
+ 6557,
3375
  6558,
3376
  6560,
3377
+ 6563,
3378
  6564,
3379
  6565,
 
3380
  6567,
 
3381
  6569,
3382
+ 6571,
3383
  6572,
3384
+ 6574,
3385
  6576,
3386
  6577,
3387
+ 6578,
3388
+ 6580,
3389
  6581,
3390
+ 6582,
3391
  6583,
3392
  6584,
3393
+ 6585,
3394
  6586,
3395
+ 6587,
3396
  6589,
3397
  6590,
 
3398
  6593,
3399
  6594,
3400
  6595,
 
3401
  6597,
3402
  6598,
3403
  6599,
3404
+ 6600,
3405
  6601,
3406
  6602,
3407
+ 6603,
3408
+ 6604,
3409
  6605,
3410
  6606,
3411
+ 6608,
3412
  6609,
3413
  6610,
3414
  6611,
3415
  6612,
 
3416
  6614,
 
 
3417
  6617,
3418
  6618,
 
3419
  6621,
 
 
3420
  6624,
3421
+ 6625,
3422
  6626,
3423
+ 6627,
3424
+ 6628,
3425
  6630,
3426
+ 6632,
3427
  6633,
3428
+ 6634,
3429
+ 6635,
3430
  6636,
3431
  6637,
3432
  6638,
 
3433
  6640,
3434
  6642,
3435
+ 6643,
3436
  6644,
3437
  6645,
3438
  6646,
3439
  6647,
 
3440
  6649,
3441
  6650,
3442
+ 6651,
3443
  6652,
3444
+ 6653,
3445
  6655,
3446
  6656,
 
3447
  6658,
3448
+ 6660,
3449
+ 4369,
3450
  6662,
 
3451
  6664,
3452
  6665,
3453
+ 6666,
3454
  6667,
3455
  6668,
3456
+ 6673,
 
 
3457
  6674,
3458
+ 6675,
3459
  6676,
3460
  6677,
3461
  6678,
3462
  6679,
3463
+ 6681,
3464
+ 6684,
3465
  6685,
3466
  6686,
3467
  6687,
3469
  6689,
3470
  6690,
3471
  6691,
3472
+ 6692,
3473
  6693,
3474
  6696,
3475
  6697,
3476
  6698,
3477
  6699,
3478
  6700,
 
3479
  6702,
3480
  6703,
3481
  6704,
3482
+ 6706,
3483
+ 6707,
3484
  6708,
3485
  6709,
3486
  6710,
3487
  6711,
3488
  6712,
3489
+ 6713,
3490
  6714,
3491
  6715,
3492
  6716,
3495
  6720,
3496
  6721,
3497
  6722,
3498
+ 2695,
3499
  6723,
3500
  6724,
3501
  6725,
3502
  6726,
3503
  6727,
3504
  6728,
3505
+ 6729,
3506
  6731,
3507
  6732,
3508
  6733,
3509
  6734,
 
3510
  6735,
3511
  6736,
3512
  6737,
3513
  6738,
 
3514
  6740,
3515
  6741,
3516
+ 6742,
3517
  6743,
 
 
3518
  6746,
 
3519
  6748,
 
3520
  6750,
3521
+ 6751,
3522
  6753,
3523
  6754,
3524
  6755,
3525
+ 6757,
3526
  6758,
3527
+ 6759,
3528
+ 6761,
3529
  6762,
3530
  6763,
3531
+ 6764,
3532
  6766,
3533
+ 6768,
3534
  6769,
3535
  6770,
3536
  6771,
3537
+ 6772,
3538
  6773,
3539
  6774,
3540
  6775,
3541
  6776,
3542
+ 6777,
3543
  6778,
 
3544
  6781,
3545
  6782,
3546
  6783,
3547
  6784,
3548
  6785,
3549
  6786,
 
3550
  6788,
3551
  6789,
3552
  6790,
3553
+ 6792,
3554
  6793,
3555
  6794,
 
3556
  6796,
3557
  6797,
3558
  6798,
3559
+ 6799,
3560
  6801,
3561
+ 6803,
 
3562
  6805,
3563
  6806,
3564
+ 6807,
3565
  6808,
3566
  6809,
3567
  6810,
3568
  6811,
3569
+ 6812,
3570
  6813,
3571
+ 6814,
3572
  6815,
3573
+ 6816,
3574
  6817,
3575
  6818,
3576
  6819,
3606
  6849,
3607
  6850,
3608
  6851,
 
3609
  6853,
3610
  6854,
3611
  6855,
3613
  6857,
3614
  6858,
3615
  6859,
 
3616
  6861,
3617
  6862,
3618
  6863,
3619
+ 6864,
3620
  6865,
3621
  6866,
 
3622
  6868,
3623
  6869,
3624
  6870,
3625
  6871,
3626
+ 6872,
3627
  6873,
3628
  6874,
3629
  6875,
3630
  6876,
3631
  6877,
3632
+ 6879,
3633
  6880,
3634
  6881,
3635
  6882,
3641
  6888,
3642
  6889,
3643
  6891,
 
 
3644
  6894,
3645
  6895,
 
3646
  6897,
3647
  6898,
3648
  6899,
3649
  6900,
3650
  6901,
3651
+ 6902,
3652
+ 6905,
3653
  6906,
3654
  6907,
3655
+ 6908,
 
3656
  6911,
3657
  6912,
 
3658
  6914,
3659
+ 6915,
3660
+ 6916,
3661
  6917,
3662
  6918,
3663
  6919,
3664
  6920,
3665
+ 6921,
3666
+ 6922,
3667
  6923,
3668
  6924,
3669
+ 6925,
3670
  6927,
3671
  6928,
3672
  6929,
3673
  6930,
 
3674
  6932,
3675
  6933,
3676
  6934,
3677
  6935,
3678
  6936,
3679
+ 6938,
3680
  6939,
 
3681
  6941,
3682
  6942,
3683
+ 6943,
3684
  6944,
3685
  6945,
 
3686
  6947,
3687
+ 6949,
3688
  6950,
3689
  6951,
3690
+ 6952,
3691
  6953,
 
3692
  6955,
3693
  6956,
3694
  6957,
3695
+ 6958,
3696
  6959,
3697
  6961,
3698
  6962,
3699
  6963,
3700
  6964,
3701
  6965,
3702
+ 6966,
3703
  6968,
3704
  6969,
3705
  6970,
3710
  6976,
3711
  6977,
3712
  6978,
3713
+ 6979,
3714
  6980,
3715
  6981,
 
3716
  6983,
3717
  6985,
3718
  6986,
3723
  6991,
3724
  6992,
3725
  6993,
3726
+ 6994,
3727
  6995,
3728
+ 6996,
3729
  6998,
3730
  6999,
3731
  7000,
 
 
3732
  7003,
3733
  7004,
3734
  7005,
3735
  7006,
3736
  7007,
3737
  7008,
3738
+ 7009,
3739
  7011,
3740
  7012,
3741
+ 7014,
3742
  7016,
 
3743
  7018,
 
3744
  7020,
3745
  7021,
3746
+ 7022,
3747
  7023,
3748
  7024,
3749
+ 7025,
3750
+ 7027,
3751
+ 7029,
3752
+ 7031,
3753
  7032,
3754
  7033,
3755
  7034,
3756
  7035,
 
3757
  7037,
3758
  7039,
3759
  7041,
3760
  7043,
 
3761
  7045,
 
3762
  7047,
3763
  7049,
3764
  7051,
3767
  7057,
3768
  7059,
3769
  7061,
3770
+ 7062,
3771
+ 7064,
3772
+ 7066,
3773
+ 7068,
3774
+ 7070,
3775
  7071,
3776
+ 7072,
3777
  7073,
3778
  7074,
3779
+ 7075,
3780
  7076,
3781
  7078,
3782
  7080,
3783
+ 7081,
3784
  7082,
 
3785
  7084,
 
3786
  7086,
 
3787
  7088,
3788
  7090,
3789
  7092,
 
3790
  7094,
3791
+ 7095,
3792
+ 7097,
3793
+ 7099,
3794
+ 7101,
3795
+ 7103,
3796
+ 7105,
3797
  7107,
3798
  7109,
3799
+ 7110,
3800
+ 7112,
3801
  7113,
3802
+ 7114,
3803
  7115,
3804
  7117,
3805
  7119,
3806
+ 7120,
3807
  7121,
3808
+ 7123,
 
3809
  7125,
 
3810
  7127,
3811
+ 7128,
3812
+ 7130,
3813
+ 4961,
3814
+ 4927,
3815
+ 4929,
3816
+ 7063,
3817
  7132,
3818
  7133,
3819
  7135,
3820
+ 7136,
3821
  7137,
3822
  7139,
3823
  7140,
3824
  7142,
 
 
 
 
3825
  7144,
3826
  7145,
3827
+ 7146,
3828
  7147,
3829
  7148,
3830
+ 7150,
3831
  7151,
3832
+ 7153,
3833
+ 7155,
 
3834
  7157,
3835
  7158,
3836
+ 7161,
3837
+ 3198,
 
3838
  7163,
3839
  7165,
3840
+ 7166,
3841
+ 7168,
3842
  7170,
3843
+ 7171,
3844
  7173,
 
3845
  7175,
3846
+ 7176,
3847
  7177,
 
3848
  7180,
3849
+ 7181,
3850
  7182,
3851
+ 7184,
3852
+ 7186,
3853
  7187,
 
3854
  7189,
3855
+ 7191,
3856
  7193,
 
3857
  7196,
3858
  7198,
3859
+ 7200,
3860
  7201,
3861
+ 7202,
3862
  7203,
3863
+ 7204,
3864
+ 7206,
3865
  7208,
3866
  7210,
3867
+ 7211,
3868
  7212,
3869
  7213,
3870
  7214,
3871
+ 7217,
3872
+ 7219,
3873
+ 7221,
 
3874
  7222,
 
3875
  7224,
3876
  7225,
3877
  7226,
3878
+ 7227,
3879
  7229,
3880
  7231,
3881
+ 7232,
3882
  7233,
3883
+ 7235,
3884
  7236,
3885
  7237,
 
3886
  7239,
3887
  7241,
3888
+ 4596,
3889
  7243,
 
3890
  7245,
3891
+ 7246,
3892
  7248,
3893
  7249,
3894
+ 7250,
3895
+ 7252,
3896
+ 7254,
3897
+ 7256,
 
3898
  7258,
3899
+ 7259,
3900
  7260,
3901
  7261,
3902
+ 7263,
3903
  7264,
3904
+ 7265,
3905
+ 7267,
3906
+ 7269,
3907
  7270,
3908
  7271,
 
3909
  7273,
3910
  7275,
 
3911
  7277,
3912
  7279,
3913
+ 7280,
3914
  7282,
3915
  7283,
3916
  7285,
3917
+ 7286,
3918
+ 7288,
3919
+ 7290,
3920
+ 7293,
 
3921
  7295,
3922
  7297,
3923
+ 7299,
3924
+ 7301,
3925
+ 7303,
3926
  7305,
3927
+ 7306,
3928
+ 7308,
3929
  7309,
3930
+ 7312,
3931
  7313,
3932
  7315,
3933
+ 7316,
3934
  7318,
3935
+ 7319,
3936
  7320,
3937
  7321,
3938
+ 7323,
3939
  7324,
3940
  7325,
3941
+ 7326,
3942
  7327,
3943
  7328,
3944
+ 7329,
3945
  7331,
3946
  7332,
3947
+ 7334,
3948
  7335,
3949
  7336,
 
3950
  7338,
3951
  7339,
 
3952
  7341,
3953
  7343,
3954
  7344,
3955
  7346,
3956
  7347,
3957
  7348,
 
3958
  7351,
3959
  7353,
3960
  7355,
3961
  7356,
3962
  7358,
 
3963
  7360,
3964
+ 7361,
3965
+ 7362,
3966
  7365,
3967
  7367,
3968
  7368,
3969
+ 7369,
3970
  7370,
3971
+ 7371,
3972
  7372,
3973
  7373,
3974
  7374,
3975
+ 7375,
3976
+ 7376,
3977
  7377,
 
3978
  7380,
 
3979
  7382,
 
3980
  7384,
 
3981
  7386,
 
 
3982
  7389,
3983
+ 7390,
3984
  7392,
3985
  7394,
3986
  7396,
3987
  7398,
3988
+ 7400,
3989
  7401,
3990
  7402,
3991
  7404,
3992
  7406,
3993
  7408,
3994
  7410,
3995
+ 7411,
3996
  7412,
3997
  7413,
3998
  7414,
3999
  7416,
4000
+ 7417,
4001
  7418,
4002
  7420,
4003
  7422,
4006
  7425,
4007
  7426,
4008
  7428,
 
4009
  7430,
4010
  7432,
4011
  7434,
 
4012
  7436,
 
4013
  7438,
4014
+ 7439,
4015
+ 7441
 
 
 
 
 
 
4016
  ]
4017
  }
trainable_lemmatizer/model CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4833cb4030d1dff71de1c4a71fe5a0f7c881cd3a1e50350944d3048ca716a44c
3
- size 61643136
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6a87904a5122ace3902bd320111362a1bfe5fcba5c9c7ad97769ff57986e3e1e
3
+ size 61638320
trainable_lemmatizer/trees CHANGED
Binary files a/trainable_lemmatizer/trees and b/trainable_lemmatizer/trees differ
vocab/strings.json CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4a699484b44f2ff44891c917e9976dc67e11dc6c681ebcbf4775941f67e2dd38
3
- size 6388769
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b6c047cc74f05b93094fc1c4859327b07c8be39fa6bd1620dfc4269c06ef1e88
3
+ size 6388756