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adbaral
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langcache-reranker-v1-trainval-combined

Text Ranking
sentence-transformers
Safetensors
English
modernbert
cross-encoder
text-classification
sentence-pair-classification
semantic-similarity
semantic-search
retrieval
reranking
Generated from Trainer
dataset_size:1056095
loss:BinaryCrossEntropyLoss
Eval Results
Model card Files
xet
Community
Aditeya Baral commited on
Commit
7b8d86f
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verified ·
1 Parent(s): 1e7cd2e

Add new CrossEncoder model

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Files changed (2) hide show
  1. README.md +286 -286
  2. model.safetensors +1 -1
README.md CHANGED
@@ -66,25 +66,25 @@ model-index:
66
  type: test
67
  metrics:
68
  - type: accuracy
69
- value: 0.895632124602957
70
  name: Accuracy
71
  - type: accuracy_threshold
72
- value: 0.7820429801940918
73
  name: Accuracy Threshold
74
  - type: f1
75
- value: 0.8811403034562296
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  name: F1
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  - type: f1_threshold
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- value: 0.06992915272712708
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  name: F1 Threshold
80
  - type: precision
81
- value: 0.8535469906437648
82
  name: Precision
83
  - type: recall
84
- value: 0.9105772811918064
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  name: Recall
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  - type: average_precision
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- value: 0.9437697089562187
88
  name: Average Precision
89
  ---
90
 
@@ -186,15 +186,15 @@ You can finetune this model on your own dataset.
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  * Datasets: `val` and `test`
187
  * Evaluated with [<code>CrossEncoderClassificationEvaluator</code>](https://sbert.net/docs/package_reference/cross_encoder/evaluation.html#sentence_transformers.cross_encoder.evaluation.CrossEncoderClassificationEvaluator)
188
 
189
- | Metric | val | test |
190
- |:----------------------|:-----------|:-----------|
191
- | accuracy | 0.7718 | 0.8956 |
192
- | accuracy_threshold | 0.8927 | 0.782 |
193
- | f1 | 0.6934 | 0.8811 |
194
- | f1_threshold | 0.8759 | 0.0699 |
195
- | precision | 0.6788 | 0.8535 |
196
- | recall | 0.7086 | 0.9106 |
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- | **average_precision** | **0.7676** | **0.9438** |
198
 
199
  <!--
200
  ## Bias, Risks and Limitations
@@ -324,7 +324,7 @@ You can finetune this model on your own dataset.
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  - `bf16_full_eval`: False
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  - `fp16_full_eval`: False
326
  - `tf32`: None
327
- - `local_rank`: 3
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  - `ddp_backend`: None
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  - `tpu_num_cores`: None
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  - `tpu_metrics_debug`: False
@@ -405,281 +405,281 @@ You can finetune this model on your own dataset.
405
  | Epoch | Step | Training Loss | Validation Loss | val_average_precision | test_average_precision |
406
  |:--------:|:----------:|:-------------:|:---------------:|:---------------------:|:----------------------:|
407
  | -1 | -1 | - | - | 0.7676 | 0.6907 |
408
- | 0.1818 | 1000 | 0.2996 | 0.3866 | - | 0.8805 |
409
- | 0.3636 | 2000 | 0.2494 | 0.3684 | - | 0.8948 |
410
- | 0.5455 | 3000 | 0.2329 | 0.3623 | - | 0.8935 |
411
- | 0.7273 | 4000 | 0.2203 | 0.3544 | - | 0.9154 |
412
- | 0.9091 | 5000 | 0.2121 | 0.3290 | - | 0.9209 |
413
- | 1.0909 | 6000 | 0.2011 | 0.3133 | - | 0.9239 |
414
- | 1.2727 | 7000 | 0.1942 | 0.3141 | - | 0.9275 |
415
- | 1.4545 | 8000 | 0.1944 | 0.3074 | - | 0.9262 |
416
- | 1.6364 | 9000 | 0.1936 | 0.3148 | - | 0.9266 |
417
- | 1.8182 | 10000 | 0.1891 | 0.3011 | - | 0.9324 |
418
- | 2.0 | 11000 | 0.1865 | 0.2924 | - | 0.9311 |
419
- | 2.1818 | 12000 | 0.173 | 0.3015 | - | 0.9291 |
420
- | 2.3636 | 13000 | 0.1725 | 0.2981 | - | 0.9323 |
421
- | 2.5455 | 14000 | 0.1763 | 0.3010 | - | 0.9289 |
422
- | 2.7273 | 15000 | 0.1735 | 0.2845 | - | 0.9338 |
423
- | 2.9091 | 16000 | 0.173 | 0.2873 | - | 0.9371 |
424
- | 3.0909 | 17000 | 0.1652 | 0.2924 | - | 0.9373 |
425
- | 3.2727 | 18000 | 0.1588 | 0.2864 | - | 0.9337 |
426
- | 3.4545 | 19000 | 0.1613 | 0.2985 | - | 0.9341 |
427
- | 3.6364 | 20000 | 0.1588 | 0.2819 | - | 0.9383 |
428
- | 3.8182 | 21000 | 0.1605 | 0.2798 | - | 0.9374 |
429
- | 4.0 | 22000 | 0.1598 | 0.2850 | - | 0.9400 |
430
  | 4.1818 | 23000 | 0.1463 | 0.2840 | - | 0.9397 |
431
- | 4.3636 | 24000 | 0.1478 | 0.2823 | - | 0.9380 |
432
- | 4.5455 | 25000 | 0.1472 | 0.2821 | - | 0.9378 |
433
- | 4.7273 | 26000 | 0.1486 | 0.2726 | - | 0.9377 |
434
- | 4.9091 | 27000 | 0.148 | 0.2829 | - | 0.9374 |
435
- | 5.0909 | 28000 | 0.143 | 0.2740 | - | 0.9413 |
436
- | 5.2727 | 29000 | 0.1347 | 0.2831 | - | 0.9354 |
437
- | 5.4545 | 30000 | 0.1372 | 0.2733 | - | 0.9396 |
438
- | 5.6364 | 31000 | 0.1389 | 0.2814 | - | 0.9400 |
439
- | 5.8182 | 32000 | 0.1393 | 0.2770 | - | 0.9402 |
440
- | 6.0 | 33000 | 0.1385 | 0.2742 | - | 0.9445 |
441
- | 6.1818 | 34000 | 0.1243 | 0.2866 | - | 0.9436 |
442
- | 6.3636 | 35000 | 0.1264 | 0.2835 | - | 0.9428 |
443
- | 6.5455 | 36000 | 0.1286 | 0.2796 | - | 0.9424 |
444
- | 6.7273 | 37000 | 0.1298 | 0.2763 | - | 0.9384 |
445
  | 6.9091 | 38000 | 0.1323 | 0.2787 | - | 0.9433 |
446
- | 7.0909 | 39000 | 0.1238 | 0.2805 | - | 0.9412 |
447
- | 7.2727 | 40000 | 0.1178 | 0.2800 | - | 0.9428 |
448
- | 7.4545 | 41000 | 0.1176 | 0.2791 | - | 0.9424 |
449
- | 7.6364 | 42000 | 0.1198 | 0.2699 | - | 0.9458 |
450
- | 7.8182 | 43000 | 0.1208 | 0.2732 | - | 0.9441 |
451
- | 8.0 | 44000 | 0.1211 | 0.2808 | - | 0.9419 |
452
- | 8.1818 | 45000 | 0.1084 | 0.2793 | - | 0.9457 |
453
- | 8.3636 | 46000 | 0.1112 | 0.2776 | - | 0.9439 |
454
- | 8.5455 | 47000 | 0.1108 | 0.2735 | - | 0.9451 |
455
- | 8.7273 | 48000 | 0.114 | 0.2807 | - | 0.9460 |
456
- | 8.9091 | 49000 | 0.1141 | 0.2874 | - | 0.9438 |
457
- | 9.0909 | 50000 | 0.1088 | 0.2908 | - | 0.9405 |
458
- | 9.2727 | 51000 | 0.1021 | 0.2895 | - | 0.9443 |
459
- | 9.4545 | 52000 | 0.102 | 0.2894 | - | 0.9426 |
460
- | 9.6364 | 53000 | 0.1049 | 0.2847 | - | 0.9393 |
461
- | 9.8182 | 54000 | 0.1062 | 0.2909 | - | 0.9452 |
462
- | 10.0 | 55000 | 0.1064 | 0.2873 | - | 0.9449 |
463
- | 10.1818 | 56000 | 0.0937 | 0.2948 | - | 0.9427 |
464
- | 10.3636 | 57000 | 0.096 | 0.3070 | - | 0.9420 |
465
- | 10.5455 | 58000 | 0.0983 | 0.2847 | - | 0.9438 |
466
- | 10.7273 | 59000 | 0.0973 | 0.2993 | - | 0.9460 |
467
- | 10.9091 | 60000 | 0.1 | 0.2841 | - | 0.9397 |
468
- | 11.0909 | 61000 | 0.092 | 0.2983 | - | 0.9434 |
469
- | 11.2727 | 62000 | 0.086 | 0.2961 | - | 0.9439 |
470
- | 11.4545 | 63000 | 0.0883 | 0.2923 | - | 0.9442 |
471
- | 11.6364 | 64000 | 0.0909 | 0.2848 | - | 0.9435 |
472
  | 11.8182 | 65000 | 0.0918 | 0.3018 | - | 0.9443 |
473
- | 12.0 | 66000 | 0.0929 | 0.2837 | - | 0.9441 |
474
- | 12.1818 | 67000 | 0.0803 | 0.2874 | - | 0.9410 |
475
- | 12.3636 | 68000 | 0.0823 | 0.2998 | - | 0.9437 |
476
- | 12.5455 | 69000 | 0.0852 | 0.2950 | - | 0.9455 |
477
- | 12.7273 | 70000 | 0.0863 | 0.2983 | - | 0.9443 |
478
- | 12.9091 | 71000 | 0.0864 | 0.3016 | - | 0.9443 |
479
- | 13.0909 | 72000 | 0.0815 | 0.3063 | - | 0.9452 |
480
- | 13.2727 | 73000 | 0.0754 | 0.3207 | - | 0.9420 |
481
- | 13.4545 | 74000 | 0.0769 | 0.3050 | - | 0.9465 |
482
- | 13.6364 | 75000 | 0.0796 | 0.3032 | - | 0.9441 |
483
- | 13.8182 | 76000 | 0.081 | 0.2969 | - | 0.9427 |
484
- | 14.0 | 77000 | 0.0808 | 0.2975 | - | 0.9415 |
485
- | 14.1818 | 78000 | 0.0696 | 0.3253 | - | 0.9428 |
486
- | 14.3636 | 79000 | 0.0708 | 0.3240 | - | 0.9446 |
487
- | 14.5455 | 80000 | 0.0737 | 0.3045 | - | 0.9453 |
488
- | 14.7273 | 81000 | 0.0741 | 0.3128 | - | 0.9439 |
489
- | 14.9091 | 82000 | 0.0746 | 0.3112 | - | 0.9464 |
490
- | 15.0909 | 83000 | 0.0688 | 0.3171 | - | 0.9437 |
491
- | 15.2727 | 84000 | 0.0654 | 0.3097 | - | 0.9442 |
492
- | 15.4545 | 85000 | 0.0678 | 0.3180 | - | 0.9444 |
493
- | 15.6364 | 86000 | 0.0689 | 0.3210 | - | 0.9445 |
494
- | 15.8182 | 87000 | 0.0673 | 0.3071 | - | 0.9431 |
495
- | 16.0 | 88000 | 0.0684 | 0.3075 | - | 0.9449 |
496
- | 16.1818 | 89000 | 0.0615 | 0.3297 | - | 0.9432 |
497
- | 16.3636 | 90000 | 0.061 | 0.3210 | - | 0.9430 |
498
- | 16.5455 | 91000 | 0.0624 | 0.3278 | - | 0.9442 |
499
- | 16.7273 | 92000 | 0.0636 | 0.3269 | - | 0.9449 |
500
- | 16.9091 | 93000 | 0.0648 | 0.3262 | - | 0.9440 |
501
- | 17.0909 | 94000 | 0.0603 | 0.3348 | - | 0.9415 |
502
- | 17.2727 | 95000 | 0.0573 | 0.3228 | - | 0.9399 |
503
- | 17.4545 | 96000 | 0.0568 | 0.3328 | - | 0.9440 |
504
- | 17.6364 | 97000 | 0.0589 | 0.3286 | - | 0.9458 |
505
- | 17.8182 | 98000 | 0.0602 | 0.3350 | - | 0.9439 |
506
- | 18.0 | 99000 | 0.0599 | 0.3345 | - | 0.9469 |
507
- | 18.1818 | 100000 | 0.0515 | 0.3686 | - | 0.9418 |
508
  | 18.3636 | 101000 | 0.0536 | 0.3400 | - | 0.9442 |
509
- | 18.5455 | 102000 | 0.0551 | 0.3512 | - | 0.9414 |
510
- | 18.7273 | 103000 | 0.0539 | 0.3403 | - | 0.9435 |
511
- | 18.9091 | 104000 | 0.056 | 0.3255 | - | 0.9449 |
512
- | 19.0909 | 105000 | 0.0506 | 0.3532 | - | 0.9440 |
513
- | 19.2727 | 106000 | 0.0482 | 0.3594 | - | 0.9452 |
514
- | 19.4545 | 107000 | 0.0491 | 0.3512 | - | 0.9457 |
515
- | 19.6364 | 108000 | 0.0512 | 0.3462 | - | 0.9450 |
516
- | 19.8182 | 109000 | 0.0511 | 0.3465 | - | 0.9447 |
517
- | 20.0 | 110000 | 0.0507 | 0.3699 | - | 0.9459 |
518
- | 20.1818 | 111000 | 0.0439 | 0.3626 | - | 0.9415 |
519
- | 20.3636 | 112000 | 0.0449 | 0.3643 | - | 0.9423 |
520
- | 20.5455 | 113000 | 0.0463 | 0.3510 | - | 0.9439 |
521
- | 20.7273 | 114000 | 0.0466 | 0.3588 | - | 0.9448 |
522
- | 20.9091 | 115000 | 0.0484 | 0.3478 | - | 0.9409 |
523
- | 21.0909 | 116000 | 0.0447 | 0.3620 | - | 0.9413 |
524
- | 21.2727 | 117000 | 0.0414 | 0.3761 | - | 0.9410 |
525
- | 21.4545 | 118000 | 0.0432 | 0.3523 | - | 0.9435 |
526
- | 21.6364 | 119000 | 0.043 | 0.3702 | - | 0.9453 |
527
- | 21.8182 | 120000 | 0.0437 | 0.3732 | - | 0.9385 |
528
- | 22.0 | 121000 | 0.0449 | 0.3693 | - | 0.9427 |
529
- | 22.1818 | 122000 | 0.0382 | 0.3780 | - | 0.9417 |
530
- | 22.3636 | 123000 | 0.0393 | 0.3683 | - | 0.9459 |
531
- | 22.5455 | 124000 | 0.0391 | 0.3840 | - | 0.9439 |
532
  | 22.7273 | 125000 | 0.0403 | 0.3729 | - | 0.9452 |
533
- | 22.9091 | 126000 | 0.0409 | 0.3918 | - | 0.9428 |
534
- | 23.0909 | 127000 | 0.0377 | 0.3859 | - | 0.9445 |
535
- | 23.2727 | 128000 | 0.0344 | 0.3981 | - | 0.9467 |
536
- | 23.4545 | 129000 | 0.0374 | 0.3825 | - | 0.9443 |
537
- | 23.6364 | 130000 | 0.0377 | 0.3567 | - | 0.9455 |
538
- | 23.8182 | 131000 | 0.0372 | 0.3691 | - | 0.9448 |
539
- | 24.0 | 132000 | 0.0379 | 0.3809 | - | 0.9453 |
540
- | 24.1818 | 133000 | 0.0328 | 0.3951 | - | 0.9449 |
541
- | 24.3636 | 134000 | 0.0331 | 0.3839 | - | 0.9456 |
542
- | 24.5455 | 135000 | 0.0331 | 0.3988 | - | 0.9463 |
543
- | 24.7273 | 136000 | 0.0344 | 0.3998 | - | 0.9449 |
544
- | 24.9091 | 137000 | 0.034 | 0.4087 | - | 0.9426 |
545
- | 25.0909 | 138000 | 0.0324 | 0.4171 | - | 0.9453 |
546
- | 25.2727 | 139000 | 0.031 | 0.3995 | - | 0.9451 |
547
  | 25.4545 | 140000 | 0.0303 | 0.4210 | - | 0.9403 |
548
- | 25.6364 | 141000 | 0.0308 | 0.4224 | - | 0.9431 |
549
- | 25.8182 | 142000 | 0.0326 | 0.4012 | - | 0.9446 |
550
- | 26.0 | 143000 | 0.0322 | 0.4305 | - | 0.9393 |
551
- | 26.1818 | 144000 | 0.0274 | 0.4249 | - | 0.9431 |
552
- | 26.3636 | 145000 | 0.028 | 0.4189 | - | 0.9448 |
553
- | 26.5455 | 146000 | 0.0288 | 0.4304 | - | 0.9424 |
554
- | 26.7273 | 147000 | 0.0298 | 0.4305 | - | 0.9440 |
555
- | 26.9091 | 148000 | 0.0301 | 0.4205 | - | 0.9434 |
556
- | 27.0909 | 149000 | 0.0278 | 0.4409 | - | 0.9437 |
557
- | 27.2727 | 150000 | 0.0259 | 0.4300 | - | 0.9448 |
558
- | 27.4545 | 151000 | 0.0271 | 0.4461 | - | 0.9380 |
559
- | 27.6364 | 152000 | 0.0261 | 0.4342 | - | 0.9449 |
560
- | 27.8182 | 153000 | 0.0269 | 0.4170 | - | 0.9432 |
561
- | 28.0 | 154000 | 0.0274 | 0.4093 | - | 0.9387 |
562
- | 28.1818 | 155000 | 0.0236 | 0.4644 | - | 0.9437 |
563
- | 28.3636 | 156000 | 0.0239 | 0.4427 | - | 0.9412 |
564
- | 28.5455 | 157000 | 0.0238 | 0.4617 | - | 0.9430 |
565
- | 28.7273 | 158000 | 0.024 | 0.4486 | - | 0.9467 |
566
- | 28.9091 | 159000 | 0.0257 | 0.4322 | - | 0.9423 |
567
- | 29.0909 | 160000 | 0.0235 | 0.4679 | - | 0.9438 |
568
- | 29.2727 | 161000 | 0.0214 | 0.4580 | - | 0.9447 |
569
- | 29.4545 | 162000 | 0.0226 | 0.4429 | - | 0.9439 |
570
- | 29.6364 | 163000 | 0.0227 | 0.4622 | - | 0.9421 |
571
- | 29.8182 | 164000 | 0.0224 | 0.4630 | - | 0.9450 |
572
- | 30.0 | 165000 | 0.0235 | 0.4491 | - | 0.9433 |
573
- | 30.1818 | 166000 | 0.0202 | 0.4703 | - | 0.9443 |
574
- | 30.3636 | 167000 | 0.0195 | 0.4826 | - | 0.9423 |
575
- | 30.5455 | 168000 | 0.0206 | 0.4542 | - | 0.9414 |
576
- | 30.7273 | 169000 | 0.0199 | 0.4585 | - | 0.9431 |
577
- | 30.9091 | 170000 | 0.0219 | 0.4697 | - | 0.9444 |
578
- | 31.0909 | 171000 | 0.0194 | 0.4797 | - | 0.9419 |
579
- | 31.2727 | 172000 | 0.0179 | 0.4898 | - | 0.9420 |
580
- | 31.4545 | 173000 | 0.0184 | 0.4969 | - | 0.9447 |
581
- | 31.6364 | 174000 | 0.0194 | 0.4817 | - | 0.9447 |
582
- | 31.8182 | 175000 | 0.0196 | 0.4868 | - | 0.9454 |
583
- | 32.0 | 176000 | 0.0197 | 0.4766 | - | 0.9436 |
584
- | 32.1818 | 177000 | 0.0161 | 0.5026 | - | 0.9407 |
585
- | 32.3636 | 178000 | 0.0169 | 0.4846 | - | 0.9403 |
586
- | 32.5455 | 179000 | 0.0177 | 0.5022 | - | 0.9448 |
587
- | 32.7273 | 180000 | 0.0179 | 0.4839 | - | 0.9449 |
588
- | 32.9091 | 181000 | 0.0176 | 0.4734 | - | 0.9430 |
589
- | 33.0909 | 182000 | 0.0167 | 0.4935 | - | 0.9446 |
590
- | 33.2727 | 183000 | 0.0157 | 0.5079 | - | 0.9377 |
591
- | 33.4545 | 184000 | 0.0156 | 0.4983 | - | 0.9413 |
592
- | 33.6364 | 185000 | 0.0164 | 0.4704 | - | 0.9425 |
593
- | 33.8182 | 186000 | 0.0158 | 0.4792 | - | 0.9439 |
594
- | 34.0 | 187000 | 0.0163 | 0.4908 | - | 0.9423 |
595
- | 34.1818 | 188000 | 0.0137 | 0.4932 | - | 0.9436 |
596
- | 34.3636 | 189000 | 0.0143 | 0.5106 | - | 0.9420 |
597
- | 34.5455 | 190000 | 0.0145 | 0.5286 | - | 0.9391 |
598
- | 34.7273 | 191000 | 0.0148 | 0.5329 | - | 0.9412 |
599
- | 34.9091 | 192000 | 0.0145 | 0.5059 | - | 0.9436 |
600
- | 35.0909 | 193000 | 0.014 | 0.5413 | - | 0.9402 |
601
- | 35.2727 | 194000 | 0.0125 | 0.5531 | - | 0.9410 |
602
- | 35.4545 | 195000 | 0.0129 | 0.5313 | - | 0.9439 |
603
- | 35.6364 | 196000 | 0.013 | 0.5326 | - | 0.9352 |
604
- | 35.8182 | 197000 | 0.0134 | 0.5140 | - | 0.9432 |
605
- | 36.0 | 198000 | 0.014 | 0.5197 | - | 0.9406 |
606
- | 36.1818 | 199000 | 0.0119 | 0.5394 | - | 0.9441 |
607
- | 36.3636 | 200000 | 0.0122 | 0.5292 | - | 0.9438 |
608
- | 36.5455 | 201000 | 0.011 | 0.5976 | - | 0.9428 |
609
- | 36.7273 | 202000 | 0.012 | 0.5404 | - | 0.9424 |
610
- | 36.9091 | 203000 | 0.0121 | 0.5299 | - | 0.9433 |
611
- | 37.0909 | 204000 | 0.0111 | 0.5300 | - | 0.9417 |
612
- | 37.2727 | 205000 | 0.0103 | 0.5364 | - | 0.9436 |
613
- | 37.4545 | 206000 | 0.0106 | 0.5594 | - | 0.9384 |
614
- | 37.6364 | 207000 | 0.0103 | 0.5769 | - | 0.9363 |
615
- | 37.8182 | 208000 | 0.0116 | 0.5344 | - | 0.9431 |
616
- | **38.0** | **209000** | **0.0111** | **0.5271** | **-** | **0.945** |
617
- | 38.1818 | 210000 | 0.0088 | 0.5784 | - | 0.9424 |
618
- | 38.3636 | 211000 | 0.0098 | 0.5723 | - | 0.9400 |
619
- | 38.5455 | 212000 | 0.0101 | 0.5594 | - | 0.9437 |
620
- | 38.7273 | 213000 | 0.0095 | 0.5679 | - | 0.9414 |
621
- | 38.9091 | 214000 | 0.0098 | 0.5810 | - | 0.9443 |
622
- | 39.0909 | 215000 | 0.0092 | 0.5917 | - | 0.9430 |
623
- | 39.2727 | 216000 | 0.0082 | 0.5789 | - | 0.9463 |
624
- | 39.4545 | 217000 | 0.0088 | 0.5877 | - | 0.9452 |
625
- | 39.6364 | 218000 | 0.0084 | 0.6004 | - | 0.9454 |
626
- | 39.8182 | 219000 | 0.0086 | 0.6218 | - | 0.9425 |
627
- | 40.0 | 220000 | 0.0088 | 0.5977 | - | 0.9446 |
628
- | 40.1818 | 221000 | 0.0081 | 0.5861 | - | 0.9441 |
629
- | 40.3636 | 222000 | 0.0078 | 0.5879 | - | 0.9433 |
630
- | 40.5455 | 223000 | 0.0075 | 0.6137 | - | 0.9447 |
631
- | 40.7273 | 224000 | 0.0081 | 0.6016 | - | 0.9439 |
632
- | 40.9091 | 225000 | 0.0088 | 0.5576 | - | 0.9447 |
633
- | 41.0909 | 226000 | 0.0076 | 0.6073 | - | 0.9451 |
634
- | 41.2727 | 227000 | 0.007 | 0.6131 | - | 0.9455 |
635
- | 41.4545 | 228000 | 0.007 | 0.6303 | - | 0.9439 |
636
- | 41.6364 | 229000 | 0.0071 | 0.6473 | - | 0.9417 |
637
- | 41.8182 | 230000 | 0.0069 | 0.6472 | - | 0.9420 |
638
- | 42.0 | 231000 | 0.0072 | 0.6388 | - | 0.9431 |
639
- | 42.1818 | 232000 | 0.0063 | 0.6253 | - | 0.9430 |
640
- | 42.3636 | 233000 | 0.0062 | 0.6244 | - | 0.9451 |
641
- | 42.5455 | 234000 | 0.0067 | 0.6115 | - | 0.9445 |
642
- | 42.7273 | 235000 | 0.0063 | 0.6406 | - | 0.9437 |
643
- | 42.9091 | 236000 | 0.0061 | 0.6640 | - | 0.9432 |
644
- | 43.0909 | 237000 | 0.0059 | 0.6556 | - | 0.9406 |
645
- | 43.2727 | 238000 | 0.0058 | 0.6344 | - | 0.9433 |
646
- | 43.4545 | 239000 | 0.0059 | 0.6492 | - | 0.9412 |
647
- | 43.6364 | 240000 | 0.0056 | 0.6558 | - | 0.9410 |
648
- | 43.8182 | 241000 | 0.0053 | 0.6808 | - | 0.9342 |
649
- | 44.0 | 242000 | 0.0061 | 0.6325 | - | 0.9419 |
650
- | 44.1818 | 243000 | 0.0053 | 0.6557 | - | 0.9367 |
651
- | 44.3636 | 244000 | 0.005 | 0.6408 | - | 0.9422 |
652
- | 44.5455 | 245000 | 0.0047 | 0.6713 | - | 0.9402 |
653
- | 44.7273 | 246000 | 0.0054 | 0.6800 | - | 0.9406 |
654
- | 44.9091 | 247000 | 0.0054 | 0.6849 | - | 0.9453 |
655
- | 45.0909 | 248000 | 0.0052 | 0.6850 | - | 0.9423 |
656
- | 45.2727 | 249000 | 0.0043 | 0.6992 | - | 0.9443 |
657
- | 45.4545 | 250000 | 0.0044 | 0.7061 | - | 0.9433 |
658
- | 45.6364 | 251000 | 0.0046 | 0.6923 | - | 0.9435 |
659
- | 45.8182 | 252000 | 0.0047 | 0.6592 | - | 0.9435 |
660
- | 46.0 | 253000 | 0.0051 | 0.6376 | - | 0.9439 |
661
- | 46.1818 | 254000 | 0.0037 | 0.6823 | - | 0.9422 |
662
- | 46.3636 | 255000 | 0.0037 | 0.6828 | - | 0.9437 |
663
- | 46.5455 | 256000 | 0.004 | 0.6806 | - | 0.9435 |
664
- | 46.7273 | 257000 | 0.004 | 0.6943 | - | 0.9436 |
665
- | 46.9091 | 258000 | 0.004 | 0.7011 | - | 0.9424 |
666
- | 47.0909 | 259000 | 0.0039 | 0.7211 | - | 0.9428 |
667
- | 47.2727 | 260000 | 0.0038 | 0.7066 | - | 0.9437 |
668
- | 47.4545 | 261000 | 0.0039 | 0.7119 | - | 0.9444 |
669
- | 47.6364 | 262000 | 0.004 | 0.6927 | - | 0.9445 |
670
- | 47.8182 | 263000 | 0.004 | 0.7065 | - | 0.9429 |
671
- | 48.0 | 264000 | 0.0036 | 0.7164 | - | 0.9448 |
672
- | 48.1818 | 265000 | 0.0035 | 0.7137 | - | 0.9441 |
673
- | 48.3636 | 266000 | 0.0032 | 0.7260 | - | 0.9443 |
674
- | 48.5455 | 267000 | 0.0032 | 0.7232 | - | 0.9432 |
675
- | 48.7273 | 268000 | 0.0034 | 0.7208 | - | 0.9437 |
676
- | 48.9091 | 269000 | 0.0036 | 0.7175 | - | 0.9442 |
677
- | 49.0909 | 270000 | 0.0033 | 0.7274 | - | 0.9439 |
678
- | 49.2727 | 271000 | 0.0029 | 0.7365 | - | 0.9441 |
679
- | 49.4545 | 272000 | 0.003 | 0.7414 | - | 0.9440 |
680
- | 49.6364 | 273000 | 0.003 | 0.7424 | - | 0.9438 |
681
- | 49.8182 | 274000 | 0.0033 | 0.7410 | - | 0.9438 |
682
- | 50.0 | 275000 | 0.0031 | 0.7407 | - | 0.9438 |
683
 
684
  * The bold row denotes the saved checkpoint.
685
  </details>
 
66
  type: test
67
  metrics:
68
  - type: accuracy
69
+ value: 0.8926976346721271
70
  name: Accuracy
71
  - type: accuracy_threshold
72
+ value: 0.9126338958740234
73
  name: Accuracy Threshold
74
  - type: f1
75
+ value: 0.8781833461215243
76
  name: F1
77
  - type: f1_threshold
78
+ value: 0.36261188983917236
79
  name: F1 Threshold
80
  - type: precision
81
+ value: 0.8618402180149168
82
  name: Precision
83
  - type: recall
84
+ value: 0.8951582867783985
85
  name: Recall
86
  - type: average_precision
87
+ value: 0.9140165860733938
88
  name: Average Precision
89
  ---
90
 
 
186
  * Datasets: `val` and `test`
187
  * Evaluated with [<code>CrossEncoderClassificationEvaluator</code>](https://sbert.net/docs/package_reference/cross_encoder/evaluation.html#sentence_transformers.cross_encoder.evaluation.CrossEncoderClassificationEvaluator)
188
 
189
+ | Metric | val | test |
190
+ |:----------------------|:-----------|:----------|
191
+ | accuracy | 0.7718 | 0.8927 |
192
+ | accuracy_threshold | 0.8927 | 0.9126 |
193
+ | f1 | 0.6934 | 0.8782 |
194
+ | f1_threshold | 0.8759 | 0.3626 |
195
+ | precision | 0.6788 | 0.8618 |
196
+ | recall | 0.7086 | 0.8952 |
197
+ | **average_precision** | **0.7676** | **0.914** |
198
 
199
  <!--
200
  ## Bias, Risks and Limitations
 
324
  - `bf16_full_eval`: False
325
  - `fp16_full_eval`: False
326
  - `tf32`: None
327
+ - `local_rank`: 0
328
  - `ddp_backend`: None
329
  - `tpu_num_cores`: None
330
  - `tpu_metrics_debug`: False
 
405
  | Epoch | Step | Training Loss | Validation Loss | val_average_precision | test_average_precision |
406
  |:--------:|:----------:|:-------------:|:---------------:|:---------------------:|:----------------------:|
407
  | -1 | -1 | - | - | 0.7676 | 0.6907 |
408
+ | 0.1818 | 1000 | 0.2996 | 0.3866 | - | 0.8765 |
409
+ | 0.3636 | 2000 | 0.2494 | 0.3684 | - | 0.8913 |
410
+ | 0.5455 | 3000 | 0.2329 | 0.3623 | - | 0.9071 |
411
+ | 0.7273 | 4000 | 0.2203 | 0.3544 | - | 0.9108 |
412
+ | 0.9091 | 5000 | 0.2121 | 0.3290 | - | 0.9173 |
413
+ | 1.0909 | 6000 | 0.2011 | 0.3133 | - | 0.9246 |
414
+ | 1.2727 | 7000 | 0.1942 | 0.3141 | - | 0.9228 |
415
+ | 1.4545 | 8000 | 0.1944 | 0.3074 | - | 0.9265 |
416
+ | 1.6364 | 9000 | 0.1936 | 0.3148 | - | 0.9105 |
417
+ | 1.8182 | 10000 | 0.1891 | 0.3011 | - | 0.9275 |
418
+ | 2.0 | 11000 | 0.1865 | 0.2924 | - | 0.9286 |
419
+ | 2.1818 | 12000 | 0.173 | 0.3015 | - | 0.9321 |
420
+ | 2.3636 | 13000 | 0.1725 | 0.2981 | - | 0.9316 |
421
+ | 2.5455 | 14000 | 0.1763 | 0.3010 | - | 0.9309 |
422
+ | 2.7273 | 15000 | 0.1735 | 0.2845 | - | 0.9359 |
423
+ | 2.9091 | 16000 | 0.173 | 0.2873 | - | 0.9357 |
424
+ | 3.0909 | 17000 | 0.1652 | 0.2924 | - | 0.9292 |
425
+ | 3.2727 | 18000 | 0.1588 | 0.2864 | - | 0.9366 |
426
+ | 3.4545 | 19000 | 0.1613 | 0.2985 | - | 0.9381 |
427
+ | 3.6364 | 20000 | 0.1588 | 0.2819 | - | 0.9316 |
428
+ | 3.8182 | 21000 | 0.1605 | 0.2798 | - | 0.9305 |
429
+ | 4.0 | 22000 | 0.1598 | 0.2850 | - | 0.9236 |
430
  | 4.1818 | 23000 | 0.1463 | 0.2840 | - | 0.9397 |
431
+ | 4.3636 | 24000 | 0.1478 | 0.2823 | - | 0.9419 |
432
+ | 4.5455 | 25000 | 0.1472 | 0.2821 | - | 0.9408 |
433
+ | 4.7273 | 26000 | 0.1486 | 0.2726 | - | 0.9395 |
434
+ | 4.9091 | 27000 | 0.148 | 0.2829 | - | 0.9386 |
435
+ | 5.0909 | 28000 | 0.143 | 0.2740 | - | 0.9431 |
436
+ | 5.2727 | 29000 | 0.1347 | 0.2831 | - | 0.9378 |
437
+ | 5.4545 | 30000 | 0.1372 | 0.2733 | - | 0.9404 |
438
+ | 5.6364 | 31000 | 0.1389 | 0.2814 | - | 0.9373 |
439
+ | 5.8182 | 32000 | 0.1393 | 0.2770 | - | 0.9419 |
440
+ | 6.0 | 33000 | 0.1385 | 0.2742 | - | 0.9429 |
441
+ | 6.1818 | 34000 | 0.1243 | 0.2866 | - | 0.9400 |
442
+ | 6.3636 | 35000 | 0.1264 | 0.2835 | - | 0.9402 |
443
+ | 6.5455 | 36000 | 0.1286 | 0.2796 | - | 0.9418 |
444
+ | 6.7273 | 37000 | 0.1298 | 0.2763 | - | 0.9432 |
445
  | 6.9091 | 38000 | 0.1323 | 0.2787 | - | 0.9433 |
446
+ | 7.0909 | 39000 | 0.1238 | 0.2805 | - | 0.9408 |
447
+ | 7.2727 | 40000 | 0.1178 | 0.2800 | - | 0.9325 |
448
+ | 7.4545 | 41000 | 0.1176 | 0.2791 | - | 0.9407 |
449
+ | 7.6364 | 42000 | 0.1198 | 0.2699 | - | 0.9429 |
450
+ | 7.8182 | 43000 | 0.1208 | 0.2732 | - | 0.9412 |
451
+ | 8.0 | 44000 | 0.1211 | 0.2808 | - | 0.9436 |
452
+ | 8.1818 | 45000 | 0.1084 | 0.2793 | - | 0.9442 |
453
+ | 8.3636 | 46000 | 0.1112 | 0.2776 | - | 0.9424 |
454
+ | 8.5455 | 47000 | 0.1108 | 0.2735 | - | 0.9427 |
455
+ | 8.7273 | 48000 | 0.114 | 0.2807 | - | 0.9430 |
456
+ | 8.9091 | 49000 | 0.1141 | 0.2874 | - | 0.9452 |
457
+ | 9.0909 | 50000 | 0.1088 | 0.2908 | - | 0.9407 |
458
+ | 9.2727 | 51000 | 0.1021 | 0.2895 | - | 0.9465 |
459
+ | 9.4545 | 52000 | 0.102 | 0.2894 | - | 0.9454 |
460
+ | 9.6364 | 53000 | 0.1049 | 0.2847 | - | 0.9425 |
461
+ | 9.8182 | 54000 | 0.1062 | 0.2909 | - | 0.9443 |
462
+ | 10.0 | 55000 | 0.1064 | 0.2873 | - | 0.9459 |
463
+ | 10.1818 | 56000 | 0.0937 | 0.2948 | - | 0.9429 |
464
+ | 10.3636 | 57000 | 0.096 | 0.3070 | - | 0.9422 |
465
+ | 10.5455 | 58000 | 0.0983 | 0.2847 | - | 0.9427 |
466
+ | 10.7273 | 59000 | 0.0973 | 0.2993 | - | 0.9446 |
467
+ | 10.9091 | 60000 | 0.1 | 0.2841 | - | 0.9446 |
468
+ | 11.0909 | 61000 | 0.092 | 0.2983 | - | 0.9446 |
469
+ | 11.2727 | 62000 | 0.086 | 0.2961 | - | 0.9462 |
470
+ | 11.4545 | 63000 | 0.0883 | 0.2923 | - | 0.9448 |
471
+ | 11.6364 | 64000 | 0.0909 | 0.2848 | - | 0.9424 |
472
  | 11.8182 | 65000 | 0.0918 | 0.3018 | - | 0.9443 |
473
+ | 12.0 | 66000 | 0.0929 | 0.2837 | - | 0.9462 |
474
+ | 12.1818 | 67000 | 0.0803 | 0.2874 | - | 0.9463 |
475
+ | 12.3636 | 68000 | 0.0823 | 0.2998 | - | 0.9408 |
476
+ | 12.5455 | 69000 | 0.0852 | 0.2950 | - | 0.9448 |
477
+ | 12.7273 | 70000 | 0.0863 | 0.2983 | - | 0.9446 |
478
+ | 12.9091 | 71000 | 0.0864 | 0.3016 | - | 0.9378 |
479
+ | 13.0909 | 72000 | 0.0815 | 0.3063 | - | 0.9416 |
480
+ | 13.2727 | 73000 | 0.0754 | 0.3207 | - | 0.9437 |
481
+ | 13.4545 | 74000 | 0.0769 | 0.3050 | - | 0.9452 |
482
+ | 13.6364 | 75000 | 0.0796 | 0.3032 | - | 0.9455 |
483
+ | 13.8182 | 76000 | 0.081 | 0.2969 | - | 0.9449 |
484
+ | 14.0 | 77000 | 0.0808 | 0.2975 | - | 0.9461 |
485
+ | 14.1818 | 78000 | 0.0696 | 0.3253 | - | 0.9435 |
486
+ | 14.3636 | 79000 | 0.0708 | 0.3240 | - | 0.9458 |
487
+ | 14.5455 | 80000 | 0.0737 | 0.3045 | - | 0.9422 |
488
+ | 14.7273 | 81000 | 0.0741 | 0.3128 | - | 0.9457 |
489
+ | 14.9091 | 82000 | 0.0746 | 0.3112 | - | 0.9447 |
490
+ | 15.0909 | 83000 | 0.0688 | 0.3171 | - | 0.9424 |
491
+ | 15.2727 | 84000 | 0.0654 | 0.3097 | - | 0.9456 |
492
+ | 15.4545 | 85000 | 0.0678 | 0.3180 | - | 0.9431 |
493
+ | 15.6364 | 86000 | 0.0689 | 0.3210 | - | 0.9440 |
494
+ | 15.8182 | 87000 | 0.0673 | 0.3071 | - | 0.9447 |
495
+ | 16.0 | 88000 | 0.0684 | 0.3075 | - | 0.9457 |
496
+ | 16.1818 | 89000 | 0.0615 | 0.3297 | - | 0.9454 |
497
+ | 16.3636 | 90000 | 0.061 | 0.3210 | - | 0.9446 |
498
+ | 16.5455 | 91000 | 0.0624 | 0.3278 | - | 0.9405 |
499
+ | 16.7273 | 92000 | 0.0636 | 0.3269 | - | 0.9380 |
500
+ | 16.9091 | 93000 | 0.0648 | 0.3262 | - | 0.9438 |
501
+ | 17.0909 | 94000 | 0.0603 | 0.3348 | - | 0.9416 |
502
+ | 17.2727 | 95000 | 0.0573 | 0.3228 | - | 0.9435 |
503
+ | 17.4545 | 96000 | 0.0568 | 0.3328 | - | 0.9422 |
504
+ | 17.6364 | 97000 | 0.0589 | 0.3286 | - | 0.9428 |
505
+ | 17.8182 | 98000 | 0.0602 | 0.3350 | - | 0.9427 |
506
+ | 18.0 | 99000 | 0.0599 | 0.3345 | - | 0.9450 |
507
+ | 18.1818 | 100000 | 0.0515 | 0.3686 | - | 0.9442 |
508
  | 18.3636 | 101000 | 0.0536 | 0.3400 | - | 0.9442 |
509
+ | 18.5455 | 102000 | 0.0551 | 0.3512 | - | 0.9435 |
510
+ | 18.7273 | 103000 | 0.0539 | 0.3403 | - | 0.9456 |
511
+ | 18.9091 | 104000 | 0.056 | 0.3255 | - | 0.9417 |
512
+ | 19.0909 | 105000 | 0.0506 | 0.3532 | - | 0.9411 |
513
+ | 19.2727 | 106000 | 0.0482 | 0.3594 | - | 0.9448 |
514
+ | 19.4545 | 107000 | 0.0491 | 0.3512 | - | 0.9441 |
515
+ | 19.6364 | 108000 | 0.0512 | 0.3462 | - | 0.9431 |
516
+ | 19.8182 | 109000 | 0.0511 | 0.3465 | - | 0.9443 |
517
+ | 20.0 | 110000 | 0.0507 | 0.3699 | - | 0.9428 |
518
+ | 20.1818 | 111000 | 0.0439 | 0.3626 | - | 0.9453 |
519
+ | 20.3636 | 112000 | 0.0449 | 0.3643 | - | 0.9436 |
520
+ | 20.5455 | 113000 | 0.0463 | 0.3510 | - | 0.9450 |
521
+ | 20.7273 | 114000 | 0.0466 | 0.3588 | - | 0.9410 |
522
+ | 20.9091 | 115000 | 0.0484 | 0.3478 | - | 0.9439 |
523
+ | 21.0909 | 116000 | 0.0447 | 0.3620 | - | 0.9465 |
524
+ | 21.2727 | 117000 | 0.0414 | 0.3761 | - | 0.9464 |
525
+ | 21.4545 | 118000 | 0.0432 | 0.3523 | - | 0.9449 |
526
+ | 21.6364 | 119000 | 0.043 | 0.3702 | - | 0.9475 |
527
+ | 21.8182 | 120000 | 0.0437 | 0.3732 | - | 0.9444 |
528
+ | 22.0 | 121000 | 0.0449 | 0.3693 | - | 0.9454 |
529
+ | 22.1818 | 122000 | 0.0382 | 0.3780 | - | 0.9445 |
530
+ | 22.3636 | 123000 | 0.0393 | 0.3683 | - | 0.9443 |
531
+ | 22.5455 | 124000 | 0.0391 | 0.3840 | - | 0.9457 |
532
  | 22.7273 | 125000 | 0.0403 | 0.3729 | - | 0.9452 |
533
+ | 22.9091 | 126000 | 0.0409 | 0.3918 | - | 0.9457 |
534
+ | 23.0909 | 127000 | 0.0377 | 0.3859 | - | 0.9457 |
535
+ | 23.2727 | 128000 | 0.0344 | 0.3981 | - | 0.9385 |
536
+ | 23.4545 | 129000 | 0.0374 | 0.3825 | - | 0.9432 |
537
+ | 23.6364 | 130000 | 0.0377 | 0.3567 | - | 0.9436 |
538
+ | 23.8182 | 131000 | 0.0372 | 0.3691 | - | 0.9449 |
539
+ | 24.0 | 132000 | 0.0379 | 0.3809 | - | 0.9432 |
540
+ | 24.1818 | 133000 | 0.0328 | 0.3951 | - | 0.9429 |
541
+ | 24.3636 | 134000 | 0.0331 | 0.3839 | - | 0.9438 |
542
+ | 24.5455 | 135000 | 0.0331 | 0.3988 | - | 0.9448 |
543
+ | 24.7273 | 136000 | 0.0344 | 0.3998 | - | 0.9438 |
544
+ | 24.9091 | 137000 | 0.034 | 0.4087 | - | 0.9431 |
545
+ | 25.0909 | 138000 | 0.0324 | 0.4171 | - | 0.9397 |
546
+ | 25.2727 | 139000 | 0.031 | 0.3995 | - | 0.9449 |
547
  | 25.4545 | 140000 | 0.0303 | 0.4210 | - | 0.9403 |
548
+ | 25.6364 | 141000 | 0.0308 | 0.4224 | - | 0.9449 |
549
+ | 25.8182 | 142000 | 0.0326 | 0.4012 | - | 0.9401 |
550
+ | 26.0 | 143000 | 0.0322 | 0.4305 | - | 0.9409 |
551
+ | 26.1818 | 144000 | 0.0274 | 0.4249 | - | 0.9366 |
552
+ | 26.3636 | 145000 | 0.028 | 0.4189 | - | 0.9416 |
553
+ | 26.5455 | 146000 | 0.0288 | 0.4304 | - | 0.9432 |
554
+ | 26.7273 | 147000 | 0.0298 | 0.4305 | - | 0.9424 |
555
+ | 26.9091 | 148000 | 0.0301 | 0.4205 | - | 0.9400 |
556
+ | 27.0909 | 149000 | 0.0278 | 0.4409 | - | 0.9445 |
557
+ | 27.2727 | 150000 | 0.0259 | 0.4300 | - | 0.9397 |
558
+ | 27.4545 | 151000 | 0.0271 | 0.4461 | - | 0.9425 |
559
+ | 27.6364 | 152000 | 0.0261 | 0.4342 | - | 0.9456 |
560
+ | 27.8182 | 153000 | 0.0269 | 0.4170 | - | 0.9406 |
561
+ | 28.0 | 154000 | 0.0274 | 0.4093 | - | 0.9409 |
562
+ | 28.1818 | 155000 | 0.0236 | 0.4644 | - | 0.9439 |
563
+ | 28.3636 | 156000 | 0.0239 | 0.4427 | - | 0.9431 |
564
+ | 28.5455 | 157000 | 0.0238 | 0.4617 | - | 0.9442 |
565
+ | 28.7273 | 158000 | 0.024 | 0.4486 | - | 0.9439 |
566
+ | 28.9091 | 159000 | 0.0257 | 0.4322 | - | 0.9428 |
567
+ | 29.0909 | 160000 | 0.0235 | 0.4679 | - | 0.9442 |
568
+ | 29.2727 | 161000 | 0.0214 | 0.4580 | - | 0.9430 |
569
+ | 29.4545 | 162000 | 0.0226 | 0.4429 | - | 0.9431 |
570
+ | 29.6364 | 163000 | 0.0227 | 0.4622 | - | 0.9420 |
571
+ | 29.8182 | 164000 | 0.0224 | 0.4630 | - | 0.9438 |
572
+ | 30.0 | 165000 | 0.0235 | 0.4491 | - | 0.9343 |
573
+ | 30.1818 | 166000 | 0.0202 | 0.4703 | - | 0.9464 |
574
+ | 30.3636 | 167000 | 0.0195 | 0.4826 | - | 0.9435 |
575
+ | 30.5455 | 168000 | 0.0206 | 0.4542 | - | 0.9403 |
576
+ | 30.7273 | 169000 | 0.0199 | 0.4585 | - | 0.9426 |
577
+ | 30.9091 | 170000 | 0.0219 | 0.4697 | - | 0.9434 |
578
+ | 31.0909 | 171000 | 0.0194 | 0.4797 | - | 0.9428 |
579
+ | 31.2727 | 172000 | 0.0179 | 0.4898 | - | 0.9446 |
580
+ | 31.4545 | 173000 | 0.0184 | 0.4969 | - | 0.9438 |
581
+ | 31.6364 | 174000 | 0.0194 | 0.4817 | - | 0.9416 |
582
+ | 31.8182 | 175000 | 0.0196 | 0.4868 | - | 0.9410 |
583
+ | 32.0 | 176000 | 0.0197 | 0.4766 | - | 0.9429 |
584
+ | 32.1818 | 177000 | 0.0161 | 0.5026 | - | 0.9424 |
585
+ | 32.3636 | 178000 | 0.0169 | 0.4846 | - | 0.9407 |
586
+ | 32.5455 | 179000 | 0.0177 | 0.5022 | - | 0.9433 |
587
+ | 32.7273 | 180000 | 0.0179 | 0.4839 | - | 0.9425 |
588
+ | 32.9091 | 181000 | 0.0176 | 0.4734 | - | 0.9424 |
589
+ | 33.0909 | 182000 | 0.0167 | 0.4935 | - | 0.9442 |
590
+ | 33.2727 | 183000 | 0.0157 | 0.5079 | - | 0.9421 |
591
+ | 33.4545 | 184000 | 0.0156 | 0.4983 | - | 0.9394 |
592
+ | 33.6364 | 185000 | 0.0164 | 0.4704 | - | 0.9436 |
593
+ | 33.8182 | 186000 | 0.0158 | 0.4792 | - | 0.9415 |
594
+ | **34.0** | **187000** | **0.0163** | **0.4908** | **-** | **0.9461** |
595
+ | 34.1818 | 188000 | 0.0137 | 0.4932 | - | 0.9435 |
596
+ | 34.3636 | 189000 | 0.0143 | 0.5106 | - | 0.9454 |
597
+ | 34.5455 | 190000 | 0.0145 | 0.5286 | - | 0.9419 |
598
+ | 34.7273 | 191000 | 0.0148 | 0.5329 | - | 0.9415 |
599
+ | 34.9091 | 192000 | 0.0145 | 0.5059 | - | 0.9412 |
600
+ | 35.0909 | 193000 | 0.014 | 0.5413 | - | 0.9442 |
601
+ | 35.2727 | 194000 | 0.0125 | 0.5531 | - | 0.9401 |
602
+ | 35.4545 | 195000 | 0.0129 | 0.5313 | - | 0.9434 |
603
+ | 35.6364 | 196000 | 0.013 | 0.5326 | - | 0.9413 |
604
+ | 35.8182 | 197000 | 0.0134 | 0.5140 | - | 0.9425 |
605
+ | 36.0 | 198000 | 0.014 | 0.5197 | - | 0.9411 |
606
+ | 36.1818 | 199000 | 0.0119 | 0.5394 | - | 0.9442 |
607
+ | 36.3636 | 200000 | 0.0122 | 0.5292 | - | 0.9426 |
608
+ | 36.5455 | 201000 | 0.011 | 0.5976 | - | 0.9423 |
609
+ | 36.7273 | 202000 | 0.012 | 0.5404 | - | 0.9432 |
610
+ | 36.9091 | 203000 | 0.0121 | 0.5299 | - | 0.9432 |
611
+ | 37.0909 | 204000 | 0.0111 | 0.5300 | - | 0.9448 |
612
+ | 37.2727 | 205000 | 0.0103 | 0.5364 | - | 0.9383 |
613
+ | 37.4545 | 206000 | 0.0106 | 0.5594 | - | 0.9386 |
614
+ | 37.6364 | 207000 | 0.0103 | 0.5769 | - | 0.9428 |
615
+ | 37.8182 | 208000 | 0.0116 | 0.5344 | - | 0.9437 |
616
+ | 38.0 | 209000 | 0.0111 | 0.5271 | - | 0.9423 |
617
+ | 38.1818 | 210000 | 0.0088 | 0.5784 | - | 0.9418 |
618
+ | 38.3636 | 211000 | 0.0098 | 0.5723 | - | 0.9427 |
619
+ | 38.5455 | 212000 | 0.0101 | 0.5594 | - | 0.9408 |
620
+ | 38.7273 | 213000 | 0.0095 | 0.5679 | - | 0.9418 |
621
+ | 38.9091 | 214000 | 0.0098 | 0.5810 | - | 0.9400 |
622
+ | 39.0909 | 215000 | 0.0092 | 0.5917 | - | 0.9382 |
623
+ | 39.2727 | 216000 | 0.0082 | 0.5789 | - | 0.9425 |
624
+ | 39.4545 | 217000 | 0.0088 | 0.5877 | - | 0.9388 |
625
+ | 39.6364 | 218000 | 0.0084 | 0.6004 | - | 0.9422 |
626
+ | 39.8182 | 219000 | 0.0086 | 0.6218 | - | 0.9379 |
627
+ | 40.0 | 220000 | 0.0088 | 0.5977 | - | 0.9414 |
628
+ | 40.1818 | 221000 | 0.0081 | 0.5861 | - | 0.9412 |
629
+ | 40.3636 | 222000 | 0.0078 | 0.5879 | - | 0.9395 |
630
+ | 40.5455 | 223000 | 0.0075 | 0.6137 | - | 0.9386 |
631
+ | 40.7273 | 224000 | 0.0081 | 0.6016 | - | 0.9380 |
632
+ | 40.9091 | 225000 | 0.0088 | 0.5576 | - | 0.9384 |
633
+ | 41.0909 | 226000 | 0.0076 | 0.6073 | - | 0.9419 |
634
+ | 41.2727 | 227000 | 0.007 | 0.6131 | - | 0.9418 |
635
+ | 41.4545 | 228000 | 0.007 | 0.6303 | - | 0.9379 |
636
+ | 41.6364 | 229000 | 0.0071 | 0.6473 | - | 0.9396 |
637
+ | 41.8182 | 230000 | 0.0069 | 0.6472 | - | 0.9400 |
638
+ | 42.0 | 231000 | 0.0072 | 0.6388 | - | 0.9372 |
639
+ | 42.1818 | 232000 | 0.0063 | 0.6253 | - | 0.9383 |
640
+ | 42.3636 | 233000 | 0.0062 | 0.6244 | - | 0.9349 |
641
+ | 42.5455 | 234000 | 0.0067 | 0.6115 | - | 0.9408 |
642
+ | 42.7273 | 235000 | 0.0063 | 0.6406 | - | 0.9402 |
643
+ | 42.9091 | 236000 | 0.0061 | 0.6640 | - | 0.9374 |
644
+ | 43.0909 | 237000 | 0.0059 | 0.6556 | - | 0.9374 |
645
+ | 43.2727 | 238000 | 0.0058 | 0.6344 | - | 0.9386 |
646
+ | 43.4545 | 239000 | 0.0059 | 0.6492 | - | 0.9383 |
647
+ | 43.6364 | 240000 | 0.0056 | 0.6558 | - | 0.9369 |
648
+ | 43.8182 | 241000 | 0.0053 | 0.6808 | - | 0.9390 |
649
+ | 44.0 | 242000 | 0.0061 | 0.6325 | - | 0.9404 |
650
+ | 44.1818 | 243000 | 0.0053 | 0.6557 | - | 0.9401 |
651
+ | 44.3636 | 244000 | 0.005 | 0.6408 | - | 0.9385 |
652
+ | 44.5455 | 245000 | 0.0047 | 0.6713 | - | 0.9367 |
653
+ | 44.7273 | 246000 | 0.0054 | 0.6800 | - | 0.9245 |
654
+ | 44.9091 | 247000 | 0.0054 | 0.6849 | - | 0.9296 |
655
+ | 45.0909 | 248000 | 0.0052 | 0.6850 | - | 0.9341 |
656
+ | 45.2727 | 249000 | 0.0043 | 0.6992 | - | 0.9238 |
657
+ | 45.4545 | 250000 | 0.0044 | 0.7061 | - | 0.9242 |
658
+ | 45.6364 | 251000 | 0.0046 | 0.6923 | - | 0.9244 |
659
+ | 45.8182 | 252000 | 0.0047 | 0.6592 | - | 0.9249 |
660
+ | 46.0 | 253000 | 0.0051 | 0.6376 | - | 0.9320 |
661
+ | 46.1818 | 254000 | 0.0037 | 0.6823 | - | 0.9295 |
662
+ | 46.3636 | 255000 | 0.0037 | 0.6828 | - | 0.9291 |
663
+ | 46.5455 | 256000 | 0.004 | 0.6806 | - | 0.9288 |
664
+ | 46.7273 | 257000 | 0.004 | 0.6943 | - | 0.9212 |
665
+ | 46.9091 | 258000 | 0.004 | 0.7011 | - | 0.9202 |
666
+ | 47.0909 | 259000 | 0.0039 | 0.7211 | - | 0.9232 |
667
+ | 47.2727 | 260000 | 0.0038 | 0.7066 | - | 0.9283 |
668
+ | 47.4545 | 261000 | 0.0039 | 0.7119 | - | 0.9278 |
669
+ | 47.6364 | 262000 | 0.004 | 0.6927 | - | 0.9272 |
670
+ | 47.8182 | 263000 | 0.004 | 0.7065 | - | 0.9289 |
671
+ | 48.0 | 264000 | 0.0036 | 0.7164 | - | 0.9302 |
672
+ | 48.1818 | 265000 | 0.0035 | 0.7137 | - | 0.9262 |
673
+ | 48.3636 | 266000 | 0.0032 | 0.7260 | - | 0.9155 |
674
+ | 48.5455 | 267000 | 0.0032 | 0.7232 | - | 0.9192 |
675
+ | 48.7273 | 268000 | 0.0034 | 0.7208 | - | 0.9168 |
676
+ | 48.9091 | 269000 | 0.0036 | 0.7175 | - | 0.9148 |
677
+ | 49.0909 | 270000 | 0.0033 | 0.7274 | - | 0.9135 |
678
+ | 49.2727 | 271000 | 0.0029 | 0.7365 | - | 0.9115 |
679
+ | 49.4545 | 272000 | 0.003 | 0.7414 | - | 0.9117 |
680
+ | 49.6364 | 273000 | 0.003 | 0.7424 | - | 0.9128 |
681
+ | 49.8182 | 274000 | 0.0033 | 0.7410 | - | 0.9142 |
682
+ | 50.0 | 275000 | 0.0031 | 0.7407 | - | 0.9140 |
683
 
684
  * The bold row denotes the saved checkpoint.
685
  </details>
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