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huspacy
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hu_core_news_lg

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

Update spacy pipeline to 3.7.0

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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
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  - task:
46
  name: LEMMA
47
  type: token-classification
48
  metrics:
49
  - name: Lemma Accuracy
50
  type: accuracy
51
- value: 0.9755047364
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  - task:
53
  name: UNLABELED_DEPENDENCIES
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  type: token-classification
55
  metrics:
56
  - name: Unlabeled Attachment Score (UAS)
57
  type: f_score
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- value: 0.8266144814
59
  - task:
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  name: LABELED_DEPENDENCIES
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  type: token-classification
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  metrics:
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  - 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 |
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- | `TAG_ACC` | 96.97 |
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- | `POS_ACC` | 96.77 |
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- | `MORPH_ACC` | 93.76 |
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- | `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
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  - name: NER F Score
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  type: f_score
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+ value: 0.8653624856
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  - task:
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  name: TAG
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  type: token-classification
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  metrics:
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  - name: TAG (XPOS) Accuracy
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  type: accuracy
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+ value: 0.9688501842
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  - task:
32
  name: POS
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  type: token-classification
34
  metrics:
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  - name: POS (UPOS) Accuracy
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  type: accuracy
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+ value: 0.9670319154
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  - task:
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  name: MORPH
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  type: token-classification
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  metrics:
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  - name: Morph (UFeats) Accuracy
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  type: accuracy
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+ value: 0.9362618432
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  - task:
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  name: LEMMA
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  type: token-classification
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  metrics:
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  - name: Lemma Accuracy
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  type: accuracy
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+ value: 0.9759831595
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  - task:
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  name: UNLABELED_DEPENDENCIES
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  type: token-classification
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  metrics:
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  - name: Unlabeled Attachment Score (UAS)
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  type: f_score
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+ value: 0.8332400672
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  - task:
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  name: LABELED_DEPENDENCIES
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  type: token-classification
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  metrics:
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  - name: Labeled Attachment Score (LAS)
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  type: f_score
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+ value: 0.76922216
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  - task:
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  name: SENTS
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  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 |
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3115
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3116
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3117
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3118
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3119
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3120
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3121
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3122
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3123
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3124
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3125
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3126
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3127
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3128
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3129
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3130
- 6148,
 
3131
  6150,
 
 
3132
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3133
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3134
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3135
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3136
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3137
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3138
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3139
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3140
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3141
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3142
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3143
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3144
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3145
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3146
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3147
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3148
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3149
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3150
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3151
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3152
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3153
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3154
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3155
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3156
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3157
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3158
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3159
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3160
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3161
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3162
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3163
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3164
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3165
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3166
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3167
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3168
  6215,
3169
  6217,
3170
  6220,
3171
- 6221,
3172
- 6223,
3173
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3174
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3175
- 6229,
3176
  6232,
3177
  6234,
3178
- 6236,
3179
- 6239,
 
 
3180
  6244,
3181
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3182
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3183
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3184
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3185
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3186
- 6256,
3187
- 6258,
3188
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3189
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3190
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3191
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3192
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3193
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3194
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3195
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3196
- 6278,
3197
- 6280,
3198
- 6282,
3199
- 6284,
3200
- 6286,
3201
- 6288,
3202
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3203
  6293,
 
3204
  6295,
3205
  6297,
3206
  6299,
3207
- 6301,
3208
- 6303,
3209
  6305,
3210
- 6306,
3211
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3212
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3213
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3214
  6314,
3215
- 6317,
3216
- 6319,
3217
- 6321,
3218
- 6323,
 
 
3219
  6326,
3220
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3221
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3222
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3223
  6334,
3224
- 6337,
3225
- 1259,
3226
- 6338,
3227
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3228
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3229
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3230
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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
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3246
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3247
- 6374,
3248
- 6376,
3249
  6377,
 
3250
  6379,
3251
- 6380,
3252
  6381,
 
3253
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3254
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3255
- 6387,
3256
- 6389,
3257
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3258
- 6391,
3259
- 6393,
3260
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3261
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3262
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3263
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3264
- 6400,
3265
- 6402,
3266
- 6404,
3267
- 4416,
3268
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3269
- 6407,
3270
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3271
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3272
- 1307,
3273
- 6413,
3274
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3275
- 6417,
3276
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3277
  6420,
 
3278
  6422,
 
3279
  6424,
 
3280
  6426,
3281
- 6428,
 
3282
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3283
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3284
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3285
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3286
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3287
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3288
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3289
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3290
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3291
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3292
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3293
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3294
- 6446,
3295
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3296
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3297
- 6451,
 
 
3298
  6452,
 
3299
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3300
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3301
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3302
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3303
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3304
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3305
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3306
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3307
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3308
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3309
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3310
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3311
- 6470,
3312
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3313
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3314
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3315
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3316
- 6477,
3317
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3318
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3319
- 6481,
 
3320
  6483,
3321
- 6484,
3322
  6485,
3323
- 6487,
 
 
3324
  6490,
3325
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3326
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3327
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3328
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3329
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3330
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3331
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3332
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3333
  6502,
3334
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3335
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3336
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3337
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3338
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3339
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3340
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3341
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3342
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3343
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3344
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3345
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3346
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3347
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3348
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3349
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3350
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3351
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3352
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3353
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3354
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3355
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3356
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3357
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3358
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3359
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3360
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3361
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3362
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3363
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3364
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3365
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3366
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3367
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3368
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3369
  6556,
 
3370
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3371
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3372
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3373
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3374
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3375
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3376
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3377
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3378
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3379
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3380
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3381
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3382
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3383
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3384
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3385
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3386
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3387
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3388
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3389
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3390
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3391
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3392
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3393
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3394
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3395
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3396
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3397
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3398
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3399
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3400
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3401
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3402
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3403
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3404
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3405
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3406
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3407
  6611,
3408
  6612,
3409
- 6613,
3410
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3411
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3412
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3413
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3414
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3415
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3416
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3417
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3418
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3419
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3420
  6626,
3421
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3422
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3423
  6633,
 
 
3424
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3425
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3426
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3427
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3428
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3429
  6642,
 
3430
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3431
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3432
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3433
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3434
- 6648,
3435
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3436
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3437
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3438
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3439
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3440
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3441
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3442
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3443
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3444
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3445
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3446
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3447
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3448
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3449
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3450
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3451
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3452
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3453
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3454
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3455
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3456
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3457
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3458
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3459
- 6680,
 
3460
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3461
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3462
  6687,
@@ -3464,22 +3469,24 @@
3464
  6689,
3465
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3466
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3467
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3468
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3469
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3470
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3471
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3472
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3473
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3474
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3475
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3476
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3477
- 6705,
 
3478
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3479
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3480
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3481
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3482
  6712,
 
3483
  6714,
3484
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3485
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@@ -3488,81 +3495,82 @@
3488
  6720,
3489
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3490
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3491
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3492
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3493
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3494
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3495
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3496
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3497
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3498
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3499
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3500
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3501
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3502
- 2695,
3503
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3504
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3505
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3506
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3507
- 6739,
3508
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3509
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3510
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3511
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3512
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3513
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3514
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3515
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3516
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3517
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3518
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3519
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3520
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3521
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3522
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3523
- 6760,
 
3524
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3525
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3526
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3527
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3528
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3529
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3530
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3531
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3532
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3533
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3534
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3535
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3536
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3537
- 6780,
3538
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3539
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3540
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3541
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3542
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3543
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3544
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3545
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3546
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3547
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3548
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3549
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3550
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3552
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3553
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3554
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3555
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3556
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3557
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3558
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3559
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3560
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3561
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3562
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3563
  6811,
 
3564
  6813,
 
3565
  6815,
 
3566
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3567
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3568
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@@ -3598,7 +3606,6 @@
3598
  6849,
3599
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3600
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3601
- 6852,
3602
  6853,
3603
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3604
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@@ -3606,23 +3613,23 @@
3606
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3607
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3608
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3609
- 6860,
3610
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3611
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3612
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3613
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3614
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3615
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3616
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3617
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3618
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3619
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3620
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3621
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3622
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3623
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3624
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3625
- 6878,
3626
  6880,
3627
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3628
  6882,
@@ -3634,66 +3641,65 @@
3634
  6888,
3635
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3636
  6891,
3637
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3638
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3639
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3640
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3643
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3644
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3645
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3646
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3647
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3648
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3649
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3650
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3652
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3653
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3654
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3655
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3656
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3657
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3658
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3659
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3660
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3661
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3662
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3665
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3666
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3668
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3671
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3674
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3677
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3678
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3684
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3685
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3689
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3690
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3691
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3692
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3693
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3694
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3695
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3696
- 6967,
3697
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3698
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3699
  6970,
@@ -3704,9 +3710,9 @@
3704
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3705
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3706
  6978,
 
3707
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3708
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3709
- 6982,
3710
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3711
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3712
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@@ -3717,46 +3723,42 @@
3717
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3718
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3719
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3720
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3721
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3722
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3723
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3724
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3728
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3729
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3730
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3731
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3732
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3733
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3735
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3736
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3737
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3740
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3742
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3743
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3744
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3748
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3753
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3755
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3757
- 7044,
3758
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3759
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3760
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3761
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3762
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@@ -3765,234 +3767,237 @@
3765
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3766
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3767
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3768
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3772
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3773
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3774
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3775
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3776
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3777
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3778
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3779
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3785
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3786
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3795
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3796
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3797
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3798
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3799
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3800
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3801
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3802
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3803
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3804
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3805
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3806
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3807
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3808
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3809
- 7131,
 
 
 
 
3810
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3811
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3812
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3813
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3814
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3815
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3823
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3839
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3840
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3842
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3843
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3857
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3858
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3859
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3860
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3861
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3862
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3863
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3864
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3865
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3866
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3871
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3874
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3875
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3876
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3877
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3930
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3931
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3932
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3933
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3934
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3935
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3936
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3937
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3958
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