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Final-DeepLearning

Text2Text Generation
Transformers
TensorBoard
Safetensors
marian
Generated from Trainer
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End of training

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Files changed (12) hide show
  1. README.md +13 -16
  2. config.json +52 -23
  3. generation_config.json +13 -3
  4. model.safetensors +2 -2
  5. runs/May13_14-42-26_00387894e89d/events.out.tfevents.1715611418.00387894e89d.4653.0 +3 -0
  6. runs/May13_14-42-26_00387894e89d/events.out.tfevents.1715612824.00387894e89d.4653.1 +3 -0
  7. source.spm +0 -0
  8. special_tokens_map.json +0 -98
  9. target.spm +0 -0
  10. tokenizer_config.json +8 -872
  11. training_args.bin +1 -1
  12. vocab.json +0 -0
README.md CHANGED
@@ -1,10 +1,10 @@
1
  ---
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- license: mit
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- base_model: VietAI/vit5-base
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  tags:
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  - generated_from_trainer
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  metrics:
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- - rouge
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  model-index:
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  - name: Final-DeepLearning
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  results: []
@@ -15,14 +15,11 @@ should probably proofread and complete it, then remove this comment. -->
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  # Final-DeepLearning
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- This model is a fine-tuned version of [VietAI/vit5-base](https://huggingface.co/VietAI/vit5-base) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.3719
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- - Rouge1: 76.4946
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- - Rouge2: 63.0595
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- - Rougel: 74.534
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- - Rougelsum: 74.5515
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- - Gen Len: 9.8515
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  ## Model description
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@@ -41,9 +38,9 @@ More information needed
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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- - learning_rate: 5e-05
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- - train_batch_size: 2
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- - eval_batch_size: 2
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  - seed: 42
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: linear
@@ -51,9 +48,9 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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- |:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|:------:|:---------:|:-------:|
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- | 0.3194 | 1.0 | 10000 | 0.3719 | 76.4946 | 63.0595 | 74.534 | 74.5515 | 9.8515 |
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  ### Framework versions
 
1
  ---
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+ license: apache-2.0
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+ base_model: Helsinki-NLP/opus-mt-en-ro
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  tags:
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  - generated_from_trainer
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  metrics:
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+ - bleu
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  model-index:
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  - name: Final-DeepLearning
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  results: []
 
15
 
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  # Final-DeepLearning
17
 
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+ This model is a fine-tuned version of [Helsinki-NLP/opus-mt-en-ro](https://huggingface.co/Helsinki-NLP/opus-mt-en-ro) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
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+ - Loss: 2.5198
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+ - Bleu: 10.7188
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+ - Gen Len: 16.769
 
 
 
23
 
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  ## Model description
25
 
 
38
  ### Training hyperparameters
39
 
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  The following hyperparameters were used during training:
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+ - learning_rate: 2e-05
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+ - train_batch_size: 16
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+ - eval_batch_size: 16
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  - seed: 42
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: linear
 
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49
  ### Training results
50
 
51
+ | Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
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+ | 2.4733 | 1.0 | 6250 | 2.5198 | 10.7188 | 16.769 |
54
 
55
 
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  ### Framework versions
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- "content": "<extra_id_67>",
253
- "lstrip": false,
254
- "normalized": false,
255
- "rstrip": false,
256
- "single_word": false,
257
- "special": true
258
- },
259
- "36029": {
260
- "content": "<extra_id_66>",
261
- "lstrip": false,
262
- "normalized": false,
263
- "rstrip": false,
264
- "single_word": false,
265
- "special": true
266
- },
267
- "36030": {
268
- "content": "<extra_id_65>",
269
- "lstrip": false,
270
- "normalized": false,
271
- "rstrip": false,
272
- "single_word": false,
273
- "special": true
274
- },
275
- "36031": {
276
- "content": "<extra_id_64>",
277
- "lstrip": false,
278
- "normalized": false,
279
- "rstrip": false,
280
- "single_word": false,
281
- "special": true
282
- },
283
- "36032": {
284
- "content": "<extra_id_63>",
285
- "lstrip": false,
286
- "normalized": false,
287
- "rstrip": false,
288
- "single_word": false,
289
- "special": true
290
- },
291
- "36033": {
292
- "content": "<extra_id_62>",
293
- "lstrip": false,
294
- "normalized": false,
295
- "rstrip": false,
296
- "single_word": false,
297
- "special": true
298
- },
299
- "36034": {
300
- "content": "<extra_id_61>",
301
- "lstrip": false,
302
- "normalized": false,
303
- "rstrip": false,
304
- "single_word": false,
305
- "special": true
306
- },
307
- "36035": {
308
- "content": "<extra_id_60>",
309
- "lstrip": false,
310
- "normalized": false,
311
- "rstrip": false,
312
- "single_word": false,
313
- "special": true
314
- },
315
- "36036": {
316
- "content": "<extra_id_59>",
317
- "lstrip": false,
318
- "normalized": false,
319
- "rstrip": false,
320
- "single_word": false,
321
- "special": true
322
- },
323
- "36037": {
324
- "content": "<extra_id_58>",
325
- "lstrip": false,
326
- "normalized": false,
327
- "rstrip": false,
328
- "single_word": false,
329
- "special": true
330
- },
331
- "36038": {
332
- "content": "<extra_id_57>",
333
- "lstrip": false,
334
- "normalized": false,
335
- "rstrip": false,
336
- "single_word": false,
337
- "special": true
338
- },
339
- "36039": {
340
- "content": "<extra_id_56>",
341
- "lstrip": false,
342
- "normalized": false,
343
- "rstrip": false,
344
- "single_word": false,
345
- "special": true
346
- },
347
- "36040": {
348
- "content": "<extra_id_55>",
349
- "lstrip": false,
350
- "normalized": false,
351
- "rstrip": false,
352
- "single_word": false,
353
- "special": true
354
- },
355
- "36041": {
356
- "content": "<extra_id_54>",
357
- "lstrip": false,
358
- "normalized": false,
359
- "rstrip": false,
360
- "single_word": false,
361
- "special": true
362
- },
363
- "36042": {
364
- "content": "<extra_id_53>",
365
- "lstrip": false,
366
- "normalized": false,
367
- "rstrip": false,
368
- "single_word": false,
369
- "special": true
370
- },
371
- "36043": {
372
- "content": "<extra_id_52>",
373
- "lstrip": false,
374
- "normalized": false,
375
- "rstrip": false,
376
- "single_word": false,
377
- "special": true
378
- },
379
- "36044": {
380
- "content": "<extra_id_51>",
381
- "lstrip": false,
382
- "normalized": false,
383
- "rstrip": false,
384
- "single_word": false,
385
- "special": true
386
- },
387
- "36045": {
388
- "content": "<extra_id_50>",
389
- "lstrip": false,
390
- "normalized": false,
391
- "rstrip": false,
392
- "single_word": false,
393
- "special": true
394
- },
395
- "36046": {
396
- "content": "<extra_id_49>",
397
- "lstrip": false,
398
- "normalized": false,
399
- "rstrip": false,
400
- "single_word": false,
401
- "special": true
402
- },
403
- "36047": {
404
- "content": "<extra_id_48>",
405
- "lstrip": false,
406
- "normalized": false,
407
- "rstrip": false,
408
- "single_word": false,
409
- "special": true
410
- },
411
- "36048": {
412
- "content": "<extra_id_47>",
413
- "lstrip": false,
414
- "normalized": false,
415
- "rstrip": false,
416
- "single_word": false,
417
- "special": true
418
- },
419
- "36049": {
420
- "content": "<extra_id_46>",
421
- "lstrip": false,
422
- "normalized": false,
423
- "rstrip": false,
424
- "single_word": false,
425
- "special": true
426
- },
427
- "36050": {
428
- "content": "<extra_id_45>",
429
- "lstrip": false,
430
- "normalized": false,
431
- "rstrip": false,
432
- "single_word": false,
433
- "special": true
434
- },
435
- "36051": {
436
- "content": "<extra_id_44>",
437
- "lstrip": false,
438
- "normalized": false,
439
- "rstrip": false,
440
- "single_word": false,
441
- "special": true
442
- },
443
- "36052": {
444
- "content": "<extra_id_43>",
445
- "lstrip": false,
446
- "normalized": false,
447
- "rstrip": false,
448
- "single_word": false,
449
- "special": true
450
- },
451
- "36053": {
452
- "content": "<extra_id_42>",
453
- "lstrip": false,
454
- "normalized": false,
455
- "rstrip": false,
456
- "single_word": false,
457
- "special": true
458
- },
459
- "36054": {
460
- "content": "<extra_id_41>",
461
- "lstrip": false,
462
- "normalized": false,
463
- "rstrip": false,
464
- "single_word": false,
465
- "special": true
466
- },
467
- "36055": {
468
- "content": "<extra_id_40>",
469
- "lstrip": false,
470
- "normalized": false,
471
- "rstrip": false,
472
- "single_word": false,
473
- "special": true
474
- },
475
- "36056": {
476
- "content": "<extra_id_39>",
477
- "lstrip": false,
478
- "normalized": false,
479
- "rstrip": false,
480
- "single_word": false,
481
- "special": true
482
- },
483
- "36057": {
484
- "content": "<extra_id_38>",
485
- "lstrip": false,
486
- "normalized": false,
487
- "rstrip": false,
488
- "single_word": false,
489
- "special": true
490
- },
491
- "36058": {
492
- "content": "<extra_id_37>",
493
- "lstrip": false,
494
- "normalized": false,
495
- "rstrip": false,
496
- "single_word": false,
497
- "special": true
498
- },
499
- "36059": {
500
- "content": "<extra_id_36>",
501
- "lstrip": false,
502
- "normalized": false,
503
- "rstrip": false,
504
- "single_word": false,
505
- "special": true
506
- },
507
- "36060": {
508
- "content": "<extra_id_35>",
509
- "lstrip": false,
510
- "normalized": false,
511
- "rstrip": false,
512
- "single_word": false,
513
- "special": true
514
- },
515
- "36061": {
516
- "content": "<extra_id_34>",
517
- "lstrip": false,
518
- "normalized": false,
519
- "rstrip": false,
520
- "single_word": false,
521
- "special": true
522
- },
523
- "36062": {
524
- "content": "<extra_id_33>",
525
- "lstrip": false,
526
- "normalized": false,
527
- "rstrip": false,
528
- "single_word": false,
529
- "special": true
530
- },
531
- "36063": {
532
- "content": "<extra_id_32>",
533
- "lstrip": false,
534
- "normalized": false,
535
- "rstrip": false,
536
- "single_word": false,
537
- "special": true
538
- },
539
- "36064": {
540
- "content": "<extra_id_31>",
541
- "lstrip": false,
542
- "normalized": false,
543
- "rstrip": false,
544
- "single_word": false,
545
- "special": true
546
- },
547
- "36065": {
548
- "content": "<extra_id_30>",
549
- "lstrip": false,
550
- "normalized": false,
551
- "rstrip": false,
552
- "single_word": false,
553
- "special": true
554
- },
555
- "36066": {
556
- "content": "<extra_id_29>",
557
- "lstrip": false,
558
- "normalized": false,
559
- "rstrip": false,
560
- "single_word": false,
561
- "special": true
562
- },
563
- "36067": {
564
- "content": "<extra_id_28>",
565
- "lstrip": false,
566
- "normalized": false,
567
- "rstrip": false,
568
- "single_word": false,
569
- "special": true
570
- },
571
- "36068": {
572
- "content": "<extra_id_27>",
573
- "lstrip": false,
574
- "normalized": false,
575
- "rstrip": false,
576
- "single_word": false,
577
- "special": true
578
- },
579
- "36069": {
580
- "content": "<extra_id_26>",
581
- "lstrip": false,
582
- "normalized": false,
583
- "rstrip": false,
584
- "single_word": false,
585
- "special": true
586
- },
587
- "36070": {
588
- "content": "<extra_id_25>",
589
- "lstrip": false,
590
- "normalized": false,
591
- "rstrip": false,
592
- "single_word": false,
593
- "special": true
594
- },
595
- "36071": {
596
- "content": "<extra_id_24>",
597
- "lstrip": false,
598
- "normalized": false,
599
- "rstrip": false,
600
- "single_word": false,
601
- "special": true
602
- },
603
- "36072": {
604
- "content": "<extra_id_23>",
605
- "lstrip": false,
606
- "normalized": false,
607
- "rstrip": false,
608
- "single_word": false,
609
- "special": true
610
- },
611
- "36073": {
612
- "content": "<extra_id_22>",
613
- "lstrip": false,
614
- "normalized": false,
615
- "rstrip": false,
616
- "single_word": false,
617
- "special": true
618
- },
619
- "36074": {
620
- "content": "<extra_id_21>",
621
- "lstrip": false,
622
- "normalized": false,
623
- "rstrip": false,
624
- "single_word": false,
625
- "special": true
626
- },
627
- "36075": {
628
- "content": "<extra_id_20>",
629
- "lstrip": false,
630
- "normalized": false,
631
- "rstrip": false,
632
- "single_word": false,
633
- "special": true
634
- },
635
- "36076": {
636
- "content": "<extra_id_19>",
637
- "lstrip": false,
638
- "normalized": false,
639
- "rstrip": false,
640
- "single_word": false,
641
- "special": true
642
- },
643
- "36077": {
644
- "content": "<extra_id_18>",
645
- "lstrip": false,
646
- "normalized": false,
647
- "rstrip": false,
648
- "single_word": false,
649
- "special": true
650
- },
651
- "36078": {
652
- "content": "<extra_id_17>",
653
- "lstrip": false,
654
- "normalized": false,
655
- "rstrip": false,
656
- "single_word": false,
657
- "special": true
658
- },
659
- "36079": {
660
- "content": "<extra_id_16>",
661
- "lstrip": false,
662
- "normalized": false,
663
- "rstrip": false,
664
- "single_word": false,
665
- "special": true
666
- },
667
- "36080": {
668
- "content": "<extra_id_15>",
669
- "lstrip": false,
670
- "normalized": false,
671
- "rstrip": false,
672
- "single_word": false,
673
- "special": true
674
- },
675
- "36081": {
676
- "content": "<extra_id_14>",
677
- "lstrip": false,
678
- "normalized": false,
679
- "rstrip": false,
680
- "single_word": false,
681
- "special": true
682
- },
683
- "36082": {
684
- "content": "<extra_id_13>",
685
- "lstrip": false,
686
- "normalized": false,
687
- "rstrip": false,
688
- "single_word": false,
689
- "special": true
690
- },
691
- "36083": {
692
- "content": "<extra_id_12>",
693
- "lstrip": false,
694
- "normalized": false,
695
- "rstrip": false,
696
- "single_word": false,
697
- "special": true
698
- },
699
- "36084": {
700
- "content": "<extra_id_11>",
701
- "lstrip": false,
702
- "normalized": false,
703
- "rstrip": false,
704
- "single_word": false,
705
- "special": true
706
- },
707
- "36085": {
708
- "content": "<extra_id_10>",
709
- "lstrip": false,
710
- "normalized": false,
711
- "rstrip": false,
712
- "single_word": false,
713
- "special": true
714
- },
715
- "36086": {
716
- "content": "<extra_id_9>",
717
- "lstrip": false,
718
- "normalized": false,
719
- "rstrip": false,
720
- "single_word": false,
721
- "special": true
722
- },
723
- "36087": {
724
- "content": "<extra_id_8>",
725
- "lstrip": false,
726
- "normalized": false,
727
- "rstrip": false,
728
- "single_word": false,
729
- "special": true
730
- },
731
- "36088": {
732
- "content": "<extra_id_7>",
733
- "lstrip": false,
734
- "normalized": false,
735
- "rstrip": false,
736
- "single_word": false,
737
- "special": true
738
- },
739
- "36089": {
740
- "content": "<extra_id_6>",
741
- "lstrip": false,
742
- "normalized": false,
743
- "rstrip": false,
744
- "single_word": false,
745
- "special": true
746
- },
747
- "36090": {
748
- "content": "<extra_id_5>",
749
- "lstrip": false,
750
- "normalized": false,
751
- "rstrip": false,
752
- "single_word": false,
753
- "special": true
754
- },
755
- "36091": {
756
- "content": "<extra_id_4>",
757
- "lstrip": false,
758
- "normalized": false,
759
- "rstrip": false,
760
- "single_word": false,
761
- "special": true
762
- },
763
- "36092": {
764
- "content": "<extra_id_3>",
765
- "lstrip": false,
766
- "normalized": false,
767
- "rstrip": false,
768
- "single_word": false,
769
- "special": true
770
- },
771
- "36093": {
772
- "content": "<extra_id_2>",
773
- "lstrip": false,
774
- "normalized": false,
775
- "rstrip": false,
776
- "single_word": false,
777
- "special": true
778
- },
779
- "36094": {
780
- "content": "<extra_id_1>",
781
- "lstrip": false,
782
- "normalized": false,
783
- "rstrip": false,
784
- "single_word": false,
785
- "special": true
786
- },
787
- "36095": {
788
- "content": "<extra_id_0>",
789
  "lstrip": false,
790
  "normalized": false,
791
  "rstrip": false,
@@ -793,110 +25,14 @@
793
  "special": true
794
  }
795
  },
796
- "additional_special_tokens": [
797
- "<extra_id_0>",
798
- "<extra_id_1>",
799
- "<extra_id_2>",
800
- "<extra_id_3>",
801
- "<extra_id_4>",
802
- "<extra_id_5>",
803
- "<extra_id_6>",
804
- "<extra_id_7>",
805
- "<extra_id_8>",
806
- "<extra_id_9>",
807
- "<extra_id_10>",
808
- "<extra_id_11>",
809
- "<extra_id_12>",
810
- "<extra_id_13>",
811
- "<extra_id_14>",
812
- "<extra_id_15>",
813
- "<extra_id_16>",
814
- "<extra_id_17>",
815
- "<extra_id_18>",
816
- "<extra_id_19>",
817
- "<extra_id_20>",
818
- "<extra_id_21>",
819
- "<extra_id_22>",
820
- "<extra_id_23>",
821
- "<extra_id_24>",
822
- "<extra_id_25>",
823
- "<extra_id_26>",
824
- "<extra_id_27>",
825
- "<extra_id_28>",
826
- "<extra_id_29>",
827
- "<extra_id_30>",
828
- "<extra_id_31>",
829
- "<extra_id_32>",
830
- "<extra_id_33>",
831
- "<extra_id_34>",
832
- "<extra_id_35>",
833
- "<extra_id_36>",
834
- "<extra_id_37>",
835
- "<extra_id_38>",
836
- "<extra_id_39>",
837
- "<extra_id_40>",
838
- "<extra_id_41>",
839
- "<extra_id_42>",
840
- "<extra_id_43>",
841
- "<extra_id_44>",
842
- "<extra_id_45>",
843
- "<extra_id_46>",
844
- "<extra_id_47>",
845
- "<extra_id_48>",
846
- "<extra_id_49>",
847
- "<extra_id_50>",
848
- "<extra_id_51>",
849
- "<extra_id_52>",
850
- "<extra_id_53>",
851
- "<extra_id_54>",
852
- "<extra_id_55>",
853
- "<extra_id_56>",
854
- "<extra_id_57>",
855
- "<extra_id_58>",
856
- "<extra_id_59>",
857
- "<extra_id_60>",
858
- "<extra_id_61>",
859
- "<extra_id_62>",
860
- "<extra_id_63>",
861
- "<extra_id_64>",
862
- "<extra_id_65>",
863
- "<extra_id_66>",
864
- "<extra_id_67>",
865
- "<extra_id_68>",
866
- "<extra_id_69>",
867
- "<extra_id_70>",
868
- "<extra_id_71>",
869
- "<extra_id_72>",
870
- "<extra_id_73>",
871
- "<extra_id_74>",
872
- "<extra_id_75>",
873
- "<extra_id_76>",
874
- "<extra_id_77>",
875
- "<extra_id_78>",
876
- "<extra_id_79>",
877
- "<extra_id_80>",
878
- "<extra_id_81>",
879
- "<extra_id_82>",
880
- "<extra_id_83>",
881
- "<extra_id_84>",
882
- "<extra_id_85>",
883
- "<extra_id_86>",
884
- "<extra_id_87>",
885
- "<extra_id_88>",
886
- "<extra_id_89>",
887
- "<extra_id_90>",
888
- "<extra_id_91>",
889
- "<extra_id_92>",
890
- "<extra_id_93>",
891
- "<extra_id_94>",
892
- "<extra_id_95>"
893
- ],
894
  "clean_up_tokenization_spaces": true,
895
  "eos_token": "</s>",
896
- "extra_ids": 96,
897
- "model_max_length": 1000000000000000019884624838656,
898
  "pad_token": "<pad>",
 
 
899
  "sp_model_kwargs": {},
900
- "tokenizer_class": "T5Tokenizer",
 
901
  "unk_token": "<unk>"
902
  }
 
1
  {
2
  "added_tokens_decoder": {
3
  "0": {
 
 
 
 
 
 
 
 
4
  "content": "</s>",
5
  "lstrip": false,
6
  "normalized": false,
 
8
  "single_word": false,
9
  "special": true
10
  },
11
+ "1": {
12
  "content": "<unk>",
13
  "lstrip": false,
14
  "normalized": false,
 
16
  "single_word": false,
17
  "special": true
18
  },
19
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