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arabert_cross_relevance_task2_fold6

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  1. README.md +83 -38
  2. model.safetensors +1 -1
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  27. runs/Sep02_04-27-08_a09311c9b42d/events.out.tfevents.1725251229.a09311c9b42d.22.24 +3 -0
  28. runs/Sep02_04-27-08_a09311c9b42d/events.out.tfevents.1725251982.a09311c9b42d.22.25 +3 -0
  29. runs/Sep02_04-39-43_a09311c9b42d/events.out.tfevents.1725251984.a09311c9b42d.22.26 +3 -0
  30. 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_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_task2_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: 0.3731
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- - Qwk: 0.2015
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- - Mse: 0.3740
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  ## Model description
22
 
@@ -36,47 +36,92 @@ More information needed
36
 
37
  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
42
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
43
  - 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 | 0.0328 | 2 | 0.3728 | 0.0488 | 0.3746 |
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- | No log | 0.0656 | 4 | 0.4013 | 0.2050 | 0.4011 |
52
- | No log | 0.0984 | 6 | 0.3850 | 0.2744 | 0.3837 |
53
- | No log | 0.1311 | 8 | 0.3889 | 0.1783 | 0.3869 |
54
- | No log | 0.1639 | 10 | 0.4111 | 0.1429 | 0.4096 |
55
- | No log | 0.1967 | 12 | 0.3212 | 0.2348 | 0.3207 |
56
- | No log | 0.2295 | 14 | 0.2701 | 0.2399 | 0.2703 |
57
- | No log | 0.2623 | 16 | 0.2550 | 0.2436 | 0.2551 |
58
- | No log | 0.2951 | 18 | 0.2577 | 0.2547 | 0.2579 |
59
- | No log | 0.3279 | 20 | 0.2669 | 0.2820 | 0.2671 |
60
- | No log | 0.3607 | 22 | 0.2805 | 0.2755 | 0.2808 |
61
- | No log | 0.3934 | 24 | 0.3053 | 0.2543 | 0.3054 |
62
- | No log | 0.4262 | 26 | 0.3392 | 0.2263 | 0.3390 |
63
- | No log | 0.4590 | 28 | 0.3752 | 0.2215 | 0.3749 |
64
- | No log | 0.4918 | 30 | 0.3683 | 0.2299 | 0.3680 |
65
- | No log | 0.5246 | 32 | 0.3274 | 0.2226 | 0.3272 |
66
- | No log | 0.5574 | 34 | 0.2787 | 0.2170 | 0.2786 |
67
- | No log | 0.5902 | 36 | 0.2643 | 0.2325 | 0.2643 |
68
- | No log | 0.6230 | 38 | 0.2611 | 0.2393 | 0.2611 |
69
- | No log | 0.6557 | 40 | 0.2645 | 0.2530 | 0.2648 |
70
- | No log | 0.6885 | 42 | 0.2728 | 0.2412 | 0.2732 |
71
- | No log | 0.7213 | 44 | 0.2938 | 0.2367 | 0.2944 |
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- | No log | 0.7541 | 46 | 0.3280 | 0.2350 | 0.3286 |
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- | No log | 0.7869 | 48 | 0.3701 | 0.2015 | 0.3708 |
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- | No log | 0.8197 | 50 | 0.4045 | 0.1860 | 0.4053 |
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- | No log | 0.8525 | 52 | 0.4285 | 0.1751 | 0.4293 |
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- | No log | 0.8852 | 54 | 0.4202 | 0.1751 | 0.4211 |
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- | No log | 0.9180 | 56 | 0.4025 | 0.1860 | 0.4034 |
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- | No log | 0.9508 | 58 | 0.3839 | 0.2015 | 0.3847 |
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- | No log | 0.9836 | 60 | 0.3731 | 0.2015 | 0.3740 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
80
 
81
 
82
  ### Framework versions
 
3
  tags:
4
  - generated_from_trainer
5
  model-index:
6
+ - name: arabert_cross_relevance_task2_fold5
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_fold5
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: 0.2256
18
+ - Qwk: 0.3506
19
+ - Mse: 0.2255
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 | 0.3683 | 0.2902 | 0.3681 |
51
+ | No log | 0.2667 | 4 | 0.2831 | 0.3575 | 0.2825 |
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+ | No log | 0.4 | 6 | 0.2856 | 0.1974 | 0.2849 |
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+ | No log | 0.5333 | 8 | 0.2976 | 0.3064 | 0.2970 |
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+ | No log | 0.6667 | 10 | 0.2707 | 0.3279 | 0.2703 |
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+ | No log | 0.8 | 12 | 0.2262 | 0.2826 | 0.2256 |
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+ | No log | 0.9333 | 14 | 0.2683 | 0.2601 | 0.2679 |
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+ | No log | 1.0667 | 16 | 0.2578 | 0.2758 | 0.2575 |
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+ | No log | 1.2 | 18 | 0.2380 | 0.3020 | 0.2377 |
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+ | No log | 1.3333 | 20 | 0.2190 | 0.3457 | 0.2188 |
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+ | No log | 1.4667 | 22 | 0.1962 | 0.3457 | 0.1960 |
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+ | No log | 1.6 | 24 | 0.1880 | 0.3562 | 0.1878 |
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+ | No log | 1.7333 | 26 | 0.1845 | 0.3547 | 0.1844 |
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+ | No log | 1.8667 | 28 | 0.1940 | 0.3485 | 0.1940 |
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+ | No log | 2.0 | 30 | 0.1851 | 0.3515 | 0.1850 |
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+ | No log | 2.1333 | 32 | 0.1774 | 0.3551 | 0.1772 |
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+ | No log | 2.2667 | 34 | 0.1847 | 0.3649 | 0.1845 |
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+ | No log | 2.4 | 36 | 0.1928 | 0.3552 | 0.1927 |
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+ | No log | 2.5333 | 38 | 0.2205 | 0.3465 | 0.2205 |
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+ | No log | 2.6667 | 40 | 0.2304 | 0.3465 | 0.2304 |
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+ | No log | 2.8 | 42 | 0.2178 | 0.3465 | 0.2178 |
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+ | No log | 2.9333 | 44 | 0.1968 | 0.3522 | 0.1966 |
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+ | No log | 3.0667 | 46 | 0.1970 | 0.3289 | 0.1968 |
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+ | No log | 3.2 | 48 | 0.1984 | 0.3289 | 0.1982 |
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+ | No log | 3.3333 | 50 | 0.2024 | 0.3501 | 0.2023 |
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+ | No log | 3.4667 | 52 | 0.2031 | 0.3422 | 0.2030 |
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+ | No log | 3.6 | 54 | 0.2013 | 0.3476 | 0.2012 |
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+ | No log | 3.7333 | 56 | 0.1980 | 0.3476 | 0.1979 |
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+ | No log | 3.8667 | 58 | 0.1927 | 0.3486 | 0.1926 |
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+ | No log | 4.0 | 60 | 0.1951 | 0.3486 | 0.1950 |
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+ | No log | 4.1333 | 62 | 0.1931 | 0.3476 | 0.1930 |
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+ | No log | 4.2667 | 64 | 0.2079 | 0.3444 | 0.2079 |
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+ | No log | 4.4 | 66 | 0.2177 | 0.3494 | 0.2177 |
83
+ | No log | 4.5333 | 68 | 0.2017 | 0.3566 | 0.2017 |
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+ | No log | 4.6667 | 70 | 0.1927 | 0.3810 | 0.1925 |
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+ | No log | 4.8 | 72 | 0.1963 | 0.3658 | 0.1962 |
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+ | No log | 4.9333 | 74 | 0.2050 | 0.3496 | 0.2049 |
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+ | No log | 5.0667 | 76 | 0.2221 | 0.3444 | 0.2220 |
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+ | No log | 5.2 | 78 | 0.2272 | 0.3444 | 0.2270 |
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+ | No log | 5.3333 | 80 | 0.2127 | 0.3434 | 0.2125 |
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+ | No log | 5.4667 | 82 | 0.2034 | 0.3444 | 0.2032 |
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+ | No log | 5.6 | 84 | 0.2081 | 0.3522 | 0.2079 |
92
+ | No log | 5.7333 | 86 | 0.2204 | 0.3650 | 0.2203 |
93
+ | No log | 5.8667 | 88 | 0.2256 | 0.3650 | 0.2255 |
94
+ | No log | 6.0 | 90 | 0.2294 | 0.3627 | 0.2292 |
95
+ | No log | 6.1333 | 92 | 0.2113 | 0.3465 | 0.2111 |
96
+ | No log | 6.2667 | 94 | 0.2021 | 0.3434 | 0.2019 |
97
+ | No log | 6.4 | 96 | 0.2047 | 0.3434 | 0.2045 |
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+ | No log | 6.5333 | 98 | 0.2068 | 0.3423 | 0.2066 |
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+ | No log | 6.6667 | 100 | 0.2100 | 0.3434 | 0.2099 |
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+ | No log | 6.8 | 102 | 0.2176 | 0.3475 | 0.2175 |
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+ | No log | 6.9333 | 104 | 0.2219 | 0.3585 | 0.2218 |
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+ | No log | 7.0667 | 106 | 0.2202 | 0.3585 | 0.2201 |
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+ | No log | 7.2 | 108 | 0.2172 | 0.3585 | 0.2171 |
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+ | No log | 7.3333 | 110 | 0.2141 | 0.3576 | 0.2140 |
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+ | No log | 7.4667 | 112 | 0.2088 | 0.3525 | 0.2087 |
106
+ | No log | 7.6 | 114 | 0.2032 | 0.3496 | 0.2031 |
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+ | No log | 7.7333 | 116 | 0.2002 | 0.3486 | 0.2000 |
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+ | No log | 7.8667 | 118 | 0.2006 | 0.3443 | 0.2004 |
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+ | No log | 8.0 | 120 | 0.2039 | 0.3486 | 0.2037 |
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+ | No log | 8.1333 | 122 | 0.2135 | 0.3496 | 0.2134 |
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+ | No log | 8.2667 | 124 | 0.2247 | 0.3576 | 0.2246 |
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+ | No log | 8.4 | 126 | 0.2292 | 0.3576 | 0.2291 |
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+ | No log | 8.5333 | 128 | 0.2321 | 0.3576 | 0.2319 |
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+ | No log | 8.6667 | 130 | 0.2280 | 0.3465 | 0.2279 |
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+ | No log | 8.8 | 132 | 0.2199 | 0.3506 | 0.2197 |
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+ | No log | 8.9333 | 134 | 0.2153 | 0.3496 | 0.2151 |
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+ | No log | 9.0667 | 136 | 0.2138 | 0.3486 | 0.2136 |
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+ | No log | 9.2 | 138 | 0.2163 | 0.3486 | 0.2161 |
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+ | No log | 9.3333 | 140 | 0.2180 | 0.3486 | 0.2178 |
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+ | No log | 9.4667 | 142 | 0.2205 | 0.3486 | 0.2204 |
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+ | No log | 9.6 | 144 | 0.2225 | 0.3496 | 0.2223 |
122
+ | No log | 9.7333 | 146 | 0.2241 | 0.3506 | 0.2240 |
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+ | No log | 9.8667 | 148 | 0.2254 | 0.3506 | 0.2253 |
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+ | No log | 10.0 | 150 | 0.2256 | 0.3506 | 0.2255 |
125
 
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