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arabert_cross_relevance_task2_fold0

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  1. README.md +85 -38
  2. model.safetensors +1 -1
  3. runs/Sep02_02-03-55_a09311c9b42d/events.out.tfevents.1725242637.a09311c9b42d.22.0 +3 -0
  4. runs/Sep02_02-03-55_a09311c9b42d/events.out.tfevents.1725243376.a09311c9b42d.22.1 +3 -0
  5. runs/Sep02_02-16-18_a09311c9b42d/events.out.tfevents.1725243379.a09311c9b42d.22.2 +3 -0
  6. runs/Sep02_02-16-18_a09311c9b42d/events.out.tfevents.1725244058.a09311c9b42d.22.3 +3 -0
  7. runs/Sep02_02-27-39_a09311c9b42d/events.out.tfevents.1725244060.a09311c9b42d.22.4 +3 -0
  8. runs/Sep02_02-27-39_a09311c9b42d/events.out.tfevents.1725244717.a09311c9b42d.22.5 +3 -0
  9. runs/Sep02_02-38-39_a09311c9b42d/events.out.tfevents.1725244720.a09311c9b42d.22.6 +3 -0
  10. runs/Sep02_02-38-39_a09311c9b42d/events.out.tfevents.1725245477.a09311c9b42d.22.7 +3 -0
  11. runs/Sep02_02-51-19_a09311c9b42d/events.out.tfevents.1725245480.a09311c9b42d.22.8 +3 -0
  12. runs/Sep02_02-51-19_a09311c9b42d/events.out.tfevents.1725246191.a09311c9b42d.22.9 +3 -0
  13. runs/Sep02_03-03-13_a09311c9b42d/events.out.tfevents.1725246194.a09311c9b42d.22.10 +3 -0
  14. runs/Sep02_03-03-13_a09311c9b42d/events.out.tfevents.1725246944.a09311c9b42d.22.11 +3 -0
  15. runs/Sep02_03-15-45_a09311c9b42d/events.out.tfevents.1725246946.a09311c9b42d.22.12 +3 -0
  16. runs/Sep02_03-15-45_a09311c9b42d/events.out.tfevents.1725247646.a09311c9b42d.22.13 +3 -0
  17. runs/Sep02_03-27-28_a09311c9b42d/events.out.tfevents.1725247649.a09311c9b42d.22.14 +3 -0
  18. training_args.bin +1 -1
README.md CHANGED
@@ -3,20 +3,20 @@ base_model: aubmindlab/bert-base-arabertv02
3
  tags:
4
  - generated_from_trainer
5
  model-index:
6
- - name: arabert_cross_relevance_task2_fold0
7
  results: []
8
  ---
9
 
10
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
11
  should probably proofread and complete it, then remove this comment. -->
12
 
13
- # arabert_cross_relevance_task2_fold0
14
 
15
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
16
  It achieves the following results on the evaluation set:
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- - Loss: 0.2433
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- - Qwk: 0.0809
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- - Mse: 0.2430
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  ## Model description
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@@ -36,45 +36,92 @@ More information needed
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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
41
  - 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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- - num_epochs: 1
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46
  ### Training results
47
 
48
- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
49
- |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|
50
- | No log | 0.0351 | 2 | 0.5429 | 0.0139 | 0.5422 |
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- | No log | 0.0702 | 4 | 0.2881 | -0.0033 | 0.2878 |
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- | No log | 0.1053 | 6 | 0.2552 | 0.0037 | 0.2550 |
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- | No log | 0.1404 | 8 | 0.2756 | 0.0363 | 0.2756 |
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- | No log | 0.1754 | 10 | 0.2731 | 0.0358 | 0.2730 |
55
- | No log | 0.2105 | 12 | 0.2492 | 0.0319 | 0.2491 |
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- | No log | 0.2456 | 14 | 0.2366 | 0.0426 | 0.2365 |
57
- | No log | 0.2807 | 16 | 0.2435 | 0.0674 | 0.2435 |
58
- | No log | 0.3158 | 18 | 0.2530 | 0.0698 | 0.2530 |
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- | No log | 0.3509 | 20 | 0.2490 | 0.0774 | 0.2489 |
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- | No log | 0.3860 | 22 | 0.2454 | 0.0743 | 0.2454 |
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- | No log | 0.4211 | 24 | 0.2447 | 0.0740 | 0.2446 |
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- | No log | 0.4561 | 26 | 0.2496 | 0.0713 | 0.2494 |
63
- | No log | 0.4912 | 28 | 0.2557 | 0.0679 | 0.2553 |
64
- | No log | 0.5263 | 30 | 0.2693 | 0.0721 | 0.2689 |
65
- | No log | 0.5614 | 32 | 0.2903 | 0.0721 | 0.2898 |
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- | No log | 0.5965 | 34 | 0.2872 | 0.0721 | 0.2868 |
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- | No log | 0.6316 | 36 | 0.2801 | 0.0787 | 0.2797 |
68
- | No log | 0.6667 | 38 | 0.2824 | 0.0809 | 0.2819 |
69
- | No log | 0.7018 | 40 | 0.2708 | 0.0809 | 0.2704 |
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- | No log | 0.7368 | 42 | 0.2675 | 0.0809 | 0.2672 |
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- | No log | 0.7719 | 44 | 0.2680 | 0.0809 | 0.2677 |
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- | No log | 0.8070 | 46 | 0.2603 | 0.0809 | 0.2600 |
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- | No log | 0.8421 | 48 | 0.2536 | 0.0809 | 0.2534 |
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- | No log | 0.8772 | 50 | 0.2489 | 0.0809 | 0.2487 |
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- | No log | 0.9123 | 52 | 0.2470 | 0.0809 | 0.2467 |
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- | No log | 0.9474 | 54 | 0.2448 | 0.0809 | 0.2446 |
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- | No log | 0.9825 | 56 | 0.2433 | 0.0809 | 0.2430 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
78
 
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80
  ### Framework versions
 
3
  tags:
4
  - generated_from_trainer
5
  model-index:
6
+ - name: arabert_cross_relevance_task1_fold6
7
  results: []
8
  ---
9
 
10
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
11
  should probably proofread and complete it, then remove this comment. -->
12
 
13
+ # arabert_cross_relevance_task1_fold6
14
 
15
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
16
  It achieves the following results on the evaluation set:
17
+ - Loss: 0.3732
18
+ - Qwk: 0.2161
19
+ - Mse: 0.3733
20
 
21
  ## Model description
22
 
 
36
 
37
  The following hyperparameters were used during training:
38
  - learning_rate: 2e-05
39
+ - train_batch_size: 64
40
+ - eval_batch_size: 64
41
  - seed: 42
42
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
43
  - lr_scheduler_type: linear
44
+ - num_epochs: 10
45
 
46
  ### Training results
47
 
48
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
49
+ |:-------------:|:------:|:----:|:---------------:|:------:|:------:|
50
+ | No log | 0.1333 | 2 | 0.9235 | 0.0305 | 0.9241 |
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+ | No log | 0.2667 | 4 | 0.4213 | 0.0752 | 0.4205 |
52
+ | No log | 0.4 | 6 | 0.4900 | 0.2872 | 0.4904 |
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+ | No log | 0.5333 | 8 | 0.3989 | 0.1492 | 0.3997 |
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+ | No log | 0.6667 | 10 | 0.2875 | 0.0828 | 0.2881 |
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+ | No log | 0.8 | 12 | 0.3103 | 0.1946 | 0.3107 |
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+ | No log | 0.9333 | 14 | 0.3505 | 0.1869 | 0.3507 |
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+ | No log | 1.0667 | 16 | 0.2987 | 0.2328 | 0.2991 |
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+ | No log | 1.2 | 18 | 0.2743 | 0.1987 | 0.2749 |
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+ | No log | 1.3333 | 20 | 0.2678 | 0.1801 | 0.2685 |
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+ | No log | 1.4667 | 22 | 0.2718 | 0.2380 | 0.2723 |
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+ | No log | 1.6 | 24 | 0.2750 | 0.2484 | 0.2754 |
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+ | No log | 1.7333 | 26 | 0.2802 | 0.2407 | 0.2807 |
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+ | No log | 1.8667 | 28 | 0.2967 | 0.2647 | 0.2971 |
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+ | No log | 2.0 | 30 | 0.3002 | 0.2386 | 0.3005 |
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+ | No log | 2.1333 | 32 | 0.3042 | 0.2307 | 0.3046 |
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+ | No log | 2.2667 | 34 | 0.2836 | 0.2266 | 0.2840 |
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+ | No log | 2.4 | 36 | 0.2566 | 0.2275 | 0.2571 |
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+ | No log | 2.5333 | 38 | 0.2566 | 0.2726 | 0.2572 |
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+ | No log | 2.6667 | 40 | 0.2685 | 0.2318 | 0.2689 |
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+ | No log | 2.8 | 42 | 0.3239 | 0.2291 | 0.3238 |
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+ | No log | 2.9333 | 44 | 0.3137 | 0.2140 | 0.3139 |
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+ | No log | 3.0667 | 46 | 0.2868 | 0.2462 | 0.2874 |
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+ | No log | 3.2 | 48 | 0.2840 | 0.2475 | 0.2845 |
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+ | No log | 3.3333 | 50 | 0.2972 | 0.2539 | 0.2975 |
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+ | No log | 3.4667 | 52 | 0.2987 | 0.2373 | 0.2989 |
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+ | No log | 3.6 | 54 | 0.2922 | 0.2472 | 0.2925 |
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+ | No log | 3.7333 | 56 | 0.2979 | 0.2276 | 0.2983 |
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+ | No log | 3.8667 | 58 | 0.3082 | 0.2134 | 0.3086 |
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+ | No log | 4.0 | 60 | 0.3245 | 0.2197 | 0.3249 |
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+ | No log | 4.1333 | 62 | 0.3302 | 0.2197 | 0.3305 |
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+ | No log | 4.2667 | 64 | 0.3164 | 0.2079 | 0.3169 |
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+ | No log | 4.4 | 66 | 0.3410 | 0.2131 | 0.3413 |
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+ | No log | 4.5333 | 68 | 0.3844 | 0.2178 | 0.3845 |
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+ | No log | 4.6667 | 70 | 0.3887 | 0.2178 | 0.3888 |
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+ | No log | 4.8 | 72 | 0.3995 | 0.2096 | 0.3996 |
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+ | No log | 4.9333 | 74 | 0.3677 | 0.2141 | 0.3679 |
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+ | No log | 5.0667 | 76 | 0.3517 | 0.2188 | 0.3520 |
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+ | No log | 5.2 | 78 | 0.3437 | 0.2188 | 0.3439 |
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+ | No log | 5.3333 | 80 | 0.3781 | 0.2096 | 0.3782 |
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+ | No log | 5.4667 | 82 | 0.4079 | 0.1975 | 0.4080 |
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+ | No log | 5.6 | 84 | 0.4051 | 0.2133 | 0.4052 |
92
+ | No log | 5.7333 | 86 | 0.3469 | 0.2313 | 0.3471 |
93
+ | No log | 5.8667 | 88 | 0.3091 | 0.2317 | 0.3095 |
94
+ | No log | 6.0 | 90 | 0.3034 | 0.2341 | 0.3039 |
95
+ | No log | 6.1333 | 92 | 0.3187 | 0.2175 | 0.3191 |
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+ | No log | 6.2667 | 94 | 0.3556 | 0.2123 | 0.3558 |
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+ | No log | 6.4 | 96 | 0.4256 | 0.1936 | 0.4256 |
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+ | No log | 6.5333 | 98 | 0.4370 | 0.1899 | 0.4370 |
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+ | No log | 6.6667 | 100 | 0.4141 | 0.2053 | 0.4142 |
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+ | No log | 6.8 | 102 | 0.4062 | 0.2053 | 0.4063 |
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+ | No log | 6.9333 | 104 | 0.3722 | 0.2178 | 0.3723 |
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+ | No log | 7.0667 | 106 | 0.3420 | 0.2313 | 0.3423 |
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+ | No log | 7.2 | 108 | 0.3323 | 0.2337 | 0.3326 |
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+ | No log | 7.3333 | 110 | 0.3482 | 0.2161 | 0.3484 |
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+ | No log | 7.4667 | 112 | 0.3690 | 0.2178 | 0.3691 |
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+ | No log | 7.6 | 114 | 0.3867 | 0.2169 | 0.3868 |
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+ | No log | 7.7333 | 116 | 0.4039 | 0.2029 | 0.4039 |
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+ | No log | 7.8667 | 118 | 0.4092 | 0.2029 | 0.4091 |
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+ | No log | 8.0 | 120 | 0.4179 | 0.2012 | 0.4178 |
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+ | No log | 8.1333 | 122 | 0.4160 | 0.2089 | 0.4160 |
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+ | No log | 8.2667 | 124 | 0.4199 | 0.2012 | 0.4199 |
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+ | No log | 8.4 | 126 | 0.4338 | 0.1899 | 0.4337 |
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+ | No log | 8.5333 | 128 | 0.4437 | 0.1935 | 0.4436 |
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+ | No log | 8.6667 | 130 | 0.4404 | 0.1973 | 0.4403 |
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+ | No log | 8.8 | 132 | 0.4283 | 0.2012 | 0.4282 |
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+ | No log | 8.9333 | 134 | 0.4152 | 0.2012 | 0.4151 |
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+ | No log | 9.0667 | 136 | 0.3937 | 0.2089 | 0.3937 |
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+ | No log | 9.2 | 138 | 0.3753 | 0.2141 | 0.3753 |
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+ | No log | 9.3333 | 140 | 0.3664 | 0.2097 | 0.3665 |
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+ | No log | 9.4667 | 142 | 0.3644 | 0.2097 | 0.3645 |
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+ | No log | 9.6 | 144 | 0.3651 | 0.2097 | 0.3652 |
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+ | No log | 9.7333 | 146 | 0.3680 | 0.2097 | 0.3681 |
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+ | No log | 9.8667 | 148 | 0.3713 | 0.2097 | 0.3714 |
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+ | No log | 10.0 | 150 | 0.3732 | 0.2161 | 0.3733 |
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  ### Framework versions
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