Hugging Face's logo

salbatarni
/
arabert_cross_relevance_task1_fold6

TensorBoard
Safetensors
bert
Generated from Trainer
Model card Files Metrics Community
salbatarni commited on
Commit
61626cc
·
verified ·
1 Parent(s): b705c02

Training in progress, step 150

Browse files
Files changed (16) hide show
  1. README.md +83 -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. 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_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: 0.2541
18
- - Qwk: 0.2373
19
- - Mse: 0.2539
20
 
21
  ## Model description
22
 
@@ -36,47 +36,92 @@ More information needed
36
 
37
  The following hyperparameters were used during training:
38
  - learning_rate: 2e-05
39
- - train_batch_size: 16
40
- - 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
44
- - num_epochs: 1
45
 
46
  ### Training results
47
 
48
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
49
  |:-------------:|:------:|:----:|:---------------:|:------:|:------:|
50
- | No log | 0.0333 | 2 | 0.3369 | 0.1172 | 0.3369 |
51
- | No log | 0.0667 | 4 | 0.4978 | 0.3977 | 0.4978 |
52
- | No log | 0.1 | 6 | 0.4733 | 0.3519 | 0.4733 |
53
- | No log | 0.1333 | 8 | 0.3071 | 0.0964 | 0.3071 |
54
- | No log | 0.1667 | 10 | 0.2732 | 0.1475 | 0.2733 |
55
- | No log | 0.2 | 12 | 0.2941 | 0.2325 | 0.2943 |
56
- | No log | 0.2333 | 14 | 0.2888 | 0.2076 | 0.2890 |
57
- | No log | 0.2667 | 16 | 0.2781 | 0.2076 | 0.2782 |
58
- | No log | 0.3 | 18 | 0.3038 | 0.2583 | 0.3038 |
59
- | No log | 0.3333 | 20 | 0.3106 | 0.2515 | 0.3105 |
60
- | No log | 0.3667 | 22 | 0.2932 | 0.2691 | 0.2930 |
61
- | No log | 0.4 | 24 | 0.2674 | 0.2167 | 0.2669 |
62
- | No log | 0.4333 | 26 | 0.2571 | 0.2325 | 0.2564 |
63
- | No log | 0.4667 | 28 | 0.2516 | 0.2282 | 0.2509 |
64
- | No log | 0.5 | 30 | 0.2513 | 0.2352 | 0.2506 |
65
- | No log | 0.5333 | 32 | 0.2536 | 0.2414 | 0.2531 |
66
- | No log | 0.5667 | 34 | 0.2678 | 0.2304 | 0.2674 |
67
- | No log | 0.6 | 36 | 0.2837 | 0.2448 | 0.2832 |
68
- | No log | 0.6333 | 38 | 0.3006 | 0.2257 | 0.3000 |
69
- | No log | 0.6667 | 40 | 0.3090 | 0.2226 | 0.3084 |
70
- | No log | 0.7 | 42 | 0.2975 | 0.2250 | 0.2971 |
71
- | No log | 0.7333 | 44 | 0.2897 | 0.2572 | 0.2894 |
72
- | No log | 0.7667 | 46 | 0.2878 | 0.2779 | 0.2875 |
73
- | No log | 0.8 | 48 | 0.2796 | 0.2786 | 0.2794 |
74
- | No log | 0.8333 | 50 | 0.2697 | 0.2649 | 0.2695 |
75
- | No log | 0.8667 | 52 | 0.2639 | 0.2578 | 0.2637 |
76
- | No log | 0.9 | 54 | 0.2596 | 0.2436 | 0.2594 |
77
- | No log | 0.9333 | 56 | 0.2564 | 0.2443 | 0.2562 |
78
- | No log | 0.9667 | 58 | 0.2544 | 0.2373 | 0.2543 |
79
- | No log | 1.0 | 60 | 0.2541 | 0.2373 | 0.2539 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
80
 
81
 
82
  ### Framework versions
 
3
  tags:
4
  - generated_from_trainer
5
  model-index:
6
+ - name: arabert_cross_relevance_task1_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_task1_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: 0.1878
18
+ - Qwk: 0.3819
19
+ - Mse: 0.1876
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 | 0.4109 | 0.2336 | 0.4106 |
51
+ | No log | 0.2667 | 4 | 0.3205 | 0.4919 | 0.3198 |
52
+ | No log | 0.4 | 6 | 0.3796 | 0.1681 | 0.3786 |
53
+ | No log | 0.5333 | 8 | 0.4000 | 0.1674 | 0.3992 |
54
+ | No log | 0.6667 | 10 | 0.3695 | 0.3199 | 0.3690 |
55
+ | No log | 0.8 | 12 | 0.2845 | 0.3350 | 0.2841 |
56
+ | No log | 0.9333 | 14 | 0.2416 | 0.3864 | 0.2408 |
57
+ | No log | 1.0667 | 16 | 0.3319 | 0.5930 | 0.3309 |
58
+ | No log | 1.2 | 18 | 0.2997 | 0.5123 | 0.2988 |
59
+ | No log | 1.3333 | 20 | 0.2367 | 0.2937 | 0.2361 |
60
+ | No log | 1.4667 | 22 | 0.2587 | 0.3126 | 0.2583 |
61
+ | No log | 1.6 | 24 | 0.2424 | 0.3355 | 0.2423 |
62
+ | No log | 1.7333 | 26 | 0.2050 | 0.3596 | 0.2050 |
63
+ | No log | 1.8667 | 28 | 0.1955 | 0.4152 | 0.1955 |
64
+ | No log | 2.0 | 30 | 0.2132 | 0.4904 | 0.2130 |
65
+ | No log | 2.1333 | 32 | 0.2250 | 0.4135 | 0.2247 |
66
+ | No log | 2.2667 | 34 | 0.2143 | 0.3443 | 0.2140 |
67
+ | No log | 2.4 | 36 | 0.1969 | 0.3501 | 0.1967 |
68
+ | No log | 2.5333 | 38 | 0.1788 | 0.3703 | 0.1787 |
69
+ | No log | 2.6667 | 40 | 0.1794 | 0.3757 | 0.1792 |
70
+ | No log | 2.8 | 42 | 0.1996 | 0.3852 | 0.1993 |
71
+ | No log | 2.9333 | 44 | 0.2126 | 0.3724 | 0.2122 |
72
+ | No log | 3.0667 | 46 | 0.2175 | 0.3534 | 0.2172 |
73
+ | No log | 3.2 | 48 | 0.1984 | 0.3771 | 0.1982 |
74
+ | No log | 3.3333 | 50 | 0.1905 | 0.3695 | 0.1903 |
75
+ | No log | 3.4667 | 52 | 0.1879 | 0.3695 | 0.1877 |
76
+ | No log | 3.6 | 54 | 0.1891 | 0.3766 | 0.1889 |
77
+ | No log | 3.7333 | 56 | 0.1833 | 0.4205 | 0.1831 |
78
+ | No log | 3.8667 | 58 | 0.1756 | 0.3942 | 0.1755 |
79
+ | No log | 4.0 | 60 | 0.1782 | 0.3642 | 0.1782 |
80
+ | No log | 4.1333 | 62 | 0.1748 | 0.3617 | 0.1748 |
81
+ | No log | 4.2667 | 64 | 0.1775 | 0.3736 | 0.1774 |
82
+ | No log | 4.4 | 66 | 0.1912 | 0.3958 | 0.1910 |
83
+ | No log | 4.5333 | 68 | 0.2067 | 0.3725 | 0.2064 |
84
+ | No log | 4.6667 | 70 | 0.1994 | 0.3983 | 0.1991 |
85
+ | No log | 4.8 | 72 | 0.1917 | 0.4319 | 0.1914 |
86
+ | No log | 4.9333 | 74 | 0.1976 | 0.4129 | 0.1976 |
87
+ | No log | 5.0667 | 76 | 0.2040 | 0.4133 | 0.2040 |
88
+ | No log | 5.2 | 78 | 0.1996 | 0.3886 | 0.1996 |
89
+ | No log | 5.3333 | 80 | 0.1919 | 0.3944 | 0.1917 |
90
+ | No log | 5.4667 | 82 | 0.2038 | 0.3686 | 0.2035 |
91
+ | No log | 5.6 | 84 | 0.2110 | 0.3572 | 0.2107 |
92
+ | No log | 5.7333 | 86 | 0.2060 | 0.3677 | 0.2058 |
93
+ | No log | 5.8667 | 88 | 0.1924 | 0.3835 | 0.1922 |
94
+ | No log | 6.0 | 90 | 0.1834 | 0.4065 | 0.1833 |
95
+ | No log | 6.1333 | 92 | 0.1793 | 0.4025 | 0.1792 |
96
+ | No log | 6.2667 | 94 | 0.1797 | 0.4067 | 0.1796 |
97
+ | No log | 6.4 | 96 | 0.1838 | 0.3854 | 0.1837 |
98
+ | No log | 6.5333 | 98 | 0.1902 | 0.3712 | 0.1900 |
99
+ | No log | 6.6667 | 100 | 0.1977 | 0.3732 | 0.1975 |
100
+ | No log | 6.8 | 102 | 0.1991 | 0.3668 | 0.1989 |
101
+ | No log | 6.9333 | 104 | 0.1975 | 0.3732 | 0.1973 |
102
+ | No log | 7.0667 | 106 | 0.1963 | 0.3677 | 0.1961 |
103
+ | No log | 7.2 | 108 | 0.1964 | 0.3641 | 0.1962 |
104
+ | No log | 7.3333 | 110 | 0.1928 | 0.3659 | 0.1926 |
105
+ | No log | 7.4667 | 112 | 0.1906 | 0.3765 | 0.1905 |
106
+ | No log | 7.6 | 114 | 0.1938 | 0.3804 | 0.1936 |
107
+ | No log | 7.7333 | 116 | 0.1973 | 0.3852 | 0.1971 |
108
+ | No log | 7.8667 | 118 | 0.2049 | 0.3790 | 0.2047 |
109
+ | No log | 8.0 | 120 | 0.2071 | 0.3725 | 0.2069 |
110
+ | No log | 8.1333 | 122 | 0.2054 | 0.3763 | 0.2051 |
111
+ | No log | 8.2667 | 124 | 0.2031 | 0.3715 | 0.2028 |
112
+ | No log | 8.4 | 126 | 0.2018 | 0.3547 | 0.2016 |
113
+ | No log | 8.5333 | 128 | 0.2011 | 0.3501 | 0.2009 |
114
+ | No log | 8.6667 | 130 | 0.2020 | 0.3532 | 0.2018 |
115
+ | No log | 8.8 | 132 | 0.2004 | 0.3532 | 0.2002 |
116
+ | No log | 8.9333 | 134 | 0.1983 | 0.3587 | 0.1982 |
117
+ | No log | 9.0667 | 136 | 0.1957 | 0.3632 | 0.1955 |
118
+ | No log | 9.2 | 138 | 0.1933 | 0.3632 | 0.1931 |
119
+ | No log | 9.3333 | 140 | 0.1911 | 0.3749 | 0.1909 |
120
+ | No log | 9.4667 | 142 | 0.1894 | 0.3819 | 0.1893 |
121
+ | No log | 9.6 | 144 | 0.1885 | 0.3819 | 0.1883 |
122
+ | No log | 9.7333 | 146 | 0.1879 | 0.3819 | 0.1878 |
123
+ | No log | 9.8667 | 148 | 0.1877 | 0.3819 | 0.1876 |
124
+ | No log | 10.0 | 150 | 0.1878 | 0.3819 | 0.1876 |
125
 
126
 
127
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7cc062e799425006c812545d1018786b446794a623674b97746ffd70a013ae81
3
  size 540799996
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:209c0a88926f89e71073cc92f78ce70dc41bb4eb7de9533597cc07da14d122f5
3
  size 540799996
runs/Sep02_02-03-55_a09311c9b42d/events.out.tfevents.1725242637.a09311c9b42d.22.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3e6a0fc106c94b86c97514c87576eba536657bbbf37db0fced8f63570b2d75b0
3
+ size 32251
runs/Sep02_02-03-55_a09311c9b42d/events.out.tfevents.1725243376.a09311c9b42d.22.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cf9640d7f42aed20bf76a1b4736e92d07381d6c1528925281e2e4d9658cd426f
3
+ size 453
runs/Sep02_02-16-18_a09311c9b42d/events.out.tfevents.1725243379.a09311c9b42d.22.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:14e3c3e7a77ec84a838120471e2c925efc236fbba8fd9eae945bd35f0a47571d
3
+ size 34076
runs/Sep02_02-16-18_a09311c9b42d/events.out.tfevents.1725244058.a09311c9b42d.22.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1eb0b0c858ceb7d33d48847fbc1eea007919d873c19f01775567fc3990876103
3
+ size 453
runs/Sep02_02-27-39_a09311c9b42d/events.out.tfevents.1725244060.a09311c9b42d.22.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e08cc9c4e5629bd646f6958331ec61097bbc8a5ddc80ebc9795fb8ef9168e28b
3
+ size 35901
runs/Sep02_02-27-39_a09311c9b42d/events.out.tfevents.1725244717.a09311c9b42d.22.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4b6a76e94d17882575600eff20d9b716c5dbe1a481e61b0e65949aefe55c82f5
3
+ size 453
runs/Sep02_02-38-39_a09311c9b42d/events.out.tfevents.1725244720.a09311c9b42d.22.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dc5873244d31fec7d4cb7b7541c02d1394ff77f8571b242c60ae5a6c2df85e7a
3
+ size 32251
runs/Sep02_02-38-39_a09311c9b42d/events.out.tfevents.1725245477.a09311c9b42d.22.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7347d4eb3befaafaddbc9981c6ac70bc98569f8c449b3a5ec7a8a0d0c34fc58d
3
+ size 453
runs/Sep02_02-51-19_a09311c9b42d/events.out.tfevents.1725245480.a09311c9b42d.22.8 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:db7f37b633092f5c686ce784fad3d22bb5782d260a73c9123b0c17a5eb4a3fdf
3
+ size 34076
runs/Sep02_02-51-19_a09311c9b42d/events.out.tfevents.1725246191.a09311c9b42d.22.9 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:70aa80a6bf24a27b9794d2df6db46c9daa7ebd5474dc6d7a9a3bf8ec6b74e105
3
+ size 453
runs/Sep02_03-03-13_a09311c9b42d/events.out.tfevents.1725246194.a09311c9b42d.22.10 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bb395edb637049ea9fb32b492a5c61cb4efcc95f5caebaf2ae81de4a59ee0430
3
+ size 32251
runs/Sep02_03-03-13_a09311c9b42d/events.out.tfevents.1725246944.a09311c9b42d.22.11 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8a68f1432be15c3799958497b01fb454753fc47fa50c45936fff9311de447331
3
+ size 453
runs/Sep02_03-15-45_a09311c9b42d/events.out.tfevents.1725246946.a09311c9b42d.22.12 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b5a081b9ddfca0d8fdde3bfc283c8f4c52141bd1d4b44bce5f93abba8a172541
3
+ size 32251
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:fd2c4b22eb67541e0b8dff5a41d8743c87f1b47e92ef401d43adf556bc3b4d32
3
  size 5240
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bd9334ff4581ac97d4735810a6e59f7a5251512eb4959ee6033c224107964bc5
3
  size 5240