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README.md ADDED
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+ ---
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+ library_name: transformers
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+ language:
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+ - ar
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+ license: mit
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+ base_model: facebook/s2t-medium-mustc-multilingual-st
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - darija-c
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+ metrics:
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+ - bleu
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+ model-index:
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+ - name: Finetuned-facebook-s2t-for-darija-speech-translation
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # Finetuned-facebook-s2t-for-darija-speech-translation
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+
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+ This model is a fine-tuned version of [facebook/s2t-medium-mustc-multilingual-st](https://huggingface.co/facebook/s2t-medium-mustc-multilingual-st) on the Darija-C dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 5.7855
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+ - Bleu: 0.0032
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 1e-05
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+ - train_batch_size: 16
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 100
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+ - training_steps: 1000
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Bleu |
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+ |:-------------:|:-----:|:----:|:---------------:|:------:|
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+ | 9.1689 | 12.5 | 50 | 8.4431 | 0.0 |
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+ | 7.9984 | 25.0 | 100 | 7.6555 | 0.0 |
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+ | 7.4717 | 37.5 | 150 | 7.2774 | 0.0 |
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+ | 7.2484 | 50.0 | 200 | 7.1061 | 0.0 |
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+ | 7.0982 | 62.5 | 250 | 6.9703 | 0.0 |
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+ | 6.9724 | 75.0 | 300 | 6.8526 | 0.0011 |
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+ | 6.8564 | 87.5 | 350 | 6.7225 | 0.0034 |
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+ | 6.7332 | 100.0 | 400 | 6.6144 | 0.0034 |
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+ | 6.6511 | 112.5 | 450 | 6.5264 | 0.0034 |
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+ | 6.5283 | 125.0 | 500 | 6.4174 | 0.0034 |
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+ | 6.4477 | 137.5 | 550 | 6.3187 | 0.0034 |
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+ | 6.3455 | 150.0 | 600 | 6.2208 | 0.0031 |
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+ | 6.2683 | 162.5 | 650 | 6.0831 | 0.0034 |
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+ | 6.1757 | 175.0 | 700 | 6.0449 | 0.0032 |
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+ | 6.1017 | 187.5 | 750 | 5.9507 | 0.0034 |
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+ | 6.0438 | 200.0 | 800 | 5.8899 | 0.0032 |
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+ | 5.9752 | 212.5 | 850 | 5.8447 | 0.0034 |
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+ | 5.9657 | 225.0 | 900 | 5.8105 | 0.0032 |
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+ | 5.925 | 237.5 | 950 | 5.7858 | 0.0032 |
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+ | 5.9142 | 250.0 | 1000 | 5.7855 | 0.0032 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.47.1
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+ - Pytorch 2.5.1+cu121
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+ - Datasets 2.19.2
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+ - Tokenizers 0.21.0
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192
+ "single_word": false,
193
+ "special": false
194
+ },
195
+ "10012": {
196
+ "content": "ماذا",
197
+ "lstrip": false,
198
+ "normalized": true,
199
+ "rstrip": false,
200
+ "single_word": false,
201
+ "special": false
202
+ },
203
+ "10013": {
204
+ "content": "هناك",
205
+ "lstrip": false,
206
+ "normalized": true,
207
+ "rstrip": false,
208
+ "single_word": false,
209
+ "special": false
210
+ },
211
+ "10014": {
212
+ "content": "إذا",
213
+ "lstrip": false,
214
+ "normalized": true,
215
+ "rstrip": false,
216
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217
+ "special": false
218
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219
+ "10015": {
220
+ "content": "رجع",
221
+ "lstrip": false,
222
+ "normalized": true,
223
+ "rstrip": false,
224
+ "single_word": false,
225
+ "special": false
226
+ },
227
+ "10016": {
228
+ "content": "هـل",
229
+ "lstrip": false,
230
+ "normalized": true,
231
+ "rstrip": false,
232
+ "single_word": false,
233
+ "special": false
234
+ },
235
+ "10017": {
236
+ "content": "هيا",
237
+ "lstrip": false,
238
+ "normalized": true,
239
+ "rstrip": false,
240
+ "single_word": false,
241
+ "special": false
242
+ },
243
+ "10018": {
244
+ "content": "نمسكه",
245
+ "lstrip": false,
246
+ "normalized": true,
247
+ "rstrip": false,
248
+ "single_word": false,
249
+ "special": false
250
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251
+ "10019": {
252
+ "content": "الناس",
253
+ "lstrip": false,
254
+ "normalized": true,
255
+ "rstrip": false,
256
+ "single_word": false,
257
+ "special": false
258
+ },
259
+ "10020": {
260
+ "content": "كذا",
261
+ "lstrip": false,
262
+ "normalized": true,
263
+ "rstrip": false,
264
+ "single_word": false,
265
+ "special": false
266
+ },
267
+ "10021": {
268
+ "content": "لقد",
269
+ "lstrip": false,
270
+ "normalized": true,
271
+ "rstrip": false,
272
+ "single_word": false,
273
+ "special": false
274
+ },
275
+ "10022": {
276
+ "content": "فهمت",
277
+ "lstrip": false,
278
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279
+ "rstrip": false,
280
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281
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282
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283
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284
+ "content": "مساء",
285
+ "lstrip": false,
286
+ "normalized": true,
287
+ "rstrip": false,
288
+ "single_word": false,
289
+ "special": false
290
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291
+ "10024": {
292
+ "content": "الخير",
293
+ "lstrip": false,
294
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295
+ "rstrip": false,
296
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297
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298
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299
+ "10025": {
300
+ "content": "آريد",
301
+ "lstrip": false,
302
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303
+ "rstrip": false,
304
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305
+ "special": false
306
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307
+ "10026": {
308
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309
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310
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311
+ "rstrip": false,
312
+ "single_word": false,
313
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314
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315
+ "10027": {
316
+ "content": "هادئ",
317
+ "lstrip": false,
318
+ "normalized": true,
319
+ "rstrip": false,
320
+ "single_word": false,
321
+ "special": false
322
+ },
323
+ "10028": {
324
+ "content": "مستحيل",
325
+ "lstrip": false,
326
+ "normalized": true,
327
+ "rstrip": false,
328
+ "single_word": false,
329
+ "special": false
330
+ },
331
+ "10029": {
332
+ "content": "هذا",
333
+ "lstrip": false,
334
+ "normalized": true,
335
+ "rstrip": false,
336
+ "single_word": false,
337
+ "special": false
338
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339
+ "10030": {
340
+ "content": "الشئ",
341
+ "lstrip": false,
342
+ "normalized": true,
343
+ "rstrip": false,
344
+ "single_word": false,
345
+ "special": false
346
+ },
347
+ "10031": {
348
+ "content": "كاعية",
349
+ "lstrip": false,
350
+ "normalized": true,
351
+ "rstrip": false,
352
+ "single_word": false,
353
+ "special": false
354
+ },
355
+ "10032": {
356
+ "content": "الأزقة",
357
+ "lstrip": false,
358
+ "normalized": true,
359
+ "rstrip": false,
360
+ "single_word": false,
361
+ "special": false
362
+ },
363
+ "10033": {
364
+ "content": "أو",
365
+ "lstrip": false,
366
+ "normalized": true,
367
+ "rstrip": false,
368
+ "single_word": false,
369
+ "special": false
370
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371
+ "10034": {
372
+ "content": "الشوارع",
373
+ "lstrip": false,
374
+ "normalized": true,
375
+ "rstrip": false,
376
+ "single_word": false,
377
+ "special": false
378
+ },
379
+ "10035": {
380
+ "content": "الضيقة",
381
+ "lstrip": false,
382
+ "normalized": true,
383
+ "rstrip": false,
384
+ "single_word": false,
385
+ "special": false
386
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387
+ "10036": {
388
+ "content": "انا",
389
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390
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391
+ "rstrip": false,
392
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393
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394
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395
+ "10037": {
396
+ "content": "احبك",
397
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398
+ "normalized": true,
399
+ "rstrip": false,
400
+ "single_word": false,
401
+ "special": false
402
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403
+ "10038": {
404
+ "content": "ملعب",
405
+ "lstrip": false,
406
+ "normalized": true,
407
+ "rstrip": false,
408
+ "single_word": false,
409
+ "special": false
410
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411
+ "10039": {
412
+ "content": "الكرة",
413
+ "lstrip": false,
414
+ "normalized": true,
415
+ "rstrip": false,
416
+ "single_word": false,
417
+ "special": false
418
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419
+ "10040": {
420
+ "content": "اختفيتي",
421
+ "lstrip": false,
422
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423
+ "rstrip": false,
424
+ "single_word": false,
425
+ "special": false
426
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427
+ "10041": {
428
+ "content": "رايح",
429
+ "lstrip": false,
430
+ "normalized": true,
431
+ "rstrip": false,
432
+ "single_word": false,
433
+ "special": false
434
+ },
435
+ "10042": {
436
+ "content": "أغضبتني",
437
+ "lstrip": false,
438
+ "normalized": true,
439
+ "rstrip": false,
440
+ "single_word": false,
441
+ "special": false
442
+ },
443
+ "10043": {
444
+ "content": "كيف",
445
+ "lstrip": false,
446
+ "normalized": true,
447
+ "rstrip": false,
448
+ "single_word": false,
449
+ "special": false
450
+ },
451
+ "10044": {
452
+ "content": "حالك",
453
+ "lstrip": false,
454
+ "normalized": true,
455
+ "rstrip": false,
456
+ "single_word": false,
457
+ "special": false
458
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459
+ "10045": {
460
+ "content": "اكرهك",
461
+ "lstrip": false,
462
+ "normalized": true,
463
+ "rstrip": false,
464
+ "single_word": false,
465
+ "special": false
466
+ },
467
+ "10046": {
468
+ "content": "ابتهج",
469
+ "lstrip": false,
470
+ "normalized": true,
471
+ "rstrip": false,
472
+ "single_word": false,
473
+ "special": false
474
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475
+ "10047": {
476
+ "content": "أراك",
477
+ "lstrip": false,
478
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479
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480
+ "single_word": false,
481
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482
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483
+ "10048": {
484
+ "content": "المرة",
485
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486
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487
+ "rstrip": false,
488
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489
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490
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491
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492
+ "content": "القادمة",
493
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494
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495
+ "rstrip": false,
496
+ "single_word": false,
497
+ "special": false
498
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499
+ "10050": {
500
+ "content": "كلام",
501
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502
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503
+ "rstrip": false,
504
+ "single_word": false,
505
+ "special": false
506
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507
+ "10051": {
508
+ "content": "الحارس",
509
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510
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511
+ "rstrip": false,
512
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513
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514
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515
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516
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517
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518
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519
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520
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521
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522
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523
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524
+ "content": "دائم",
525
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526
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527
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528
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529
+ "special": false
530
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531
+ "10054": {
532
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533
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534
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535
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536
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537
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538
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539
+ "10055": {
540
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541
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542
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543
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544
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545
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546
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547
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548
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549
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550
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551
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552
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553
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554
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555
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556
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557
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558
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559
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560
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561
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562
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563
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564
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565
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566
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567
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568
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569
+ "special": false
570
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571
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572
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573
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574
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575
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576
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577
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578
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579
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580
+ "content": "تسير",
581
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582
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583
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584
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585
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586
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587
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588
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589
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590
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591
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592
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593
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594
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595
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596
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597
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598
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599
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600
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601
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602
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603
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604
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605
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606
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607
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608
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609
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610
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611
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612
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613
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614
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615
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616
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617
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618
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619
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620
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621
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622
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623
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624
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625
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626
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627
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628
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629
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630
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631
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632
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633
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634
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635
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636
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637
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638
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639
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640
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641
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642
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643
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644
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645
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646
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647
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648
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649
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650
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651
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652
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653
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654
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655
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656
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657
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658
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659
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660
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661
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662
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663
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664
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665
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666
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667
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668
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669
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670
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671
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672
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673
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674
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675
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676
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677
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678
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679
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680
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681
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682
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683
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684
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685
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686
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687
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688
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689
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690
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691
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692
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693
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694
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695
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696
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697
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698
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699
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700
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701
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702
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703
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704
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705
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706
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707
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708
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709
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710
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711
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712
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713
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714
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715
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716
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717
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718
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720
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721
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722
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724
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725
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726
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727
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728
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729
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730
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731
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732
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733
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734
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735
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736
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737
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738
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739
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740
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741
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742
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743
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744
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745
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746
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747
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748
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749
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750
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751
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752
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753
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754
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755
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756
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757
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758
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759
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760
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761
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762
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763
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764
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765
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766
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767
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768
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769
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770
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771
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772
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773
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774
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775
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776
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777
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778
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779
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780
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781
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782
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783
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784
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785
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786
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787
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788
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789
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790
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791
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792
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793
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794
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795
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796
+ "content": "بالخرف",
797
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798
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799
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800
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801
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802
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803
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804
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805
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806
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807
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808
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809
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810
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827
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828
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+ "tgt_lang": "pt",
858
+ "tokenizer_class": "Speech2TextTokenizer",
859
+ "unk_token": "<unk>"
860
+ }
training_args.bin ADDED
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vocab.json ADDED
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