Hugging Face's logo

salbatarni
/
arabert_baseline_vocabulary_task5_fold1

TensorBoard
Safetensors
bert
Generated from Trainer
Model card Files Metrics Community
salbatarni commited on
Commit
e597a18
•
1 Parent(s): 6235b43

Training in progress, step 60

Browse files
Files changed (28) hide show
  1. README.md +87 -0
  2. config.json +32 -0
  3. model.safetensors +3 -0
  4. runs/Aug27_16-09-30_353807a3cce0/events.out.tfevents.1724774972.353807a3cce0.22.0 +3 -0
  5. runs/Aug27_16-10-58_353807a3cce0/events.out.tfevents.1724775059.353807a3cce0.22.1 +3 -0
  6. runs/Aug27_16-12-28_353807a3cce0/events.out.tfevents.1724775150.353807a3cce0.22.2 +3 -0
  7. runs/Aug27_16-14-05_353807a3cce0/events.out.tfevents.1724775246.353807a3cce0.22.3 +3 -0
  8. runs/Aug27_16-15-34_353807a3cce0/events.out.tfevents.1724775336.353807a3cce0.22.4 +3 -0
  9. runs/Aug27_16-16-31_353807a3cce0/events.out.tfevents.1724775392.353807a3cce0.22.5 +3 -0
  10. runs/Aug27_16-17-32_353807a3cce0/events.out.tfevents.1724775453.353807a3cce0.22.6 +3 -0
  11. runs/Aug27_16-18-18_353807a3cce0/events.out.tfevents.1724775499.353807a3cce0.22.7 +3 -0
  12. runs/Aug27_16-19-17_353807a3cce0/events.out.tfevents.1724775559.353807a3cce0.22.8 +3 -0
  13. runs/Aug27_16-20-50_353807a3cce0/events.out.tfevents.1724775652.353807a3cce0.22.9 +3 -0
  14. runs/Aug27_16-22-20_353807a3cce0/events.out.tfevents.1724775741.353807a3cce0.22.10 +3 -0
  15. runs/Aug27_16-23-23_353807a3cce0/events.out.tfevents.1724775805.353807a3cce0.22.11 +3 -0
  16. runs/Aug27_16-24-34_353807a3cce0/events.out.tfevents.1724775875.353807a3cce0.22.12 +3 -0
  17. runs/Aug27_16-26-06_353807a3cce0/events.out.tfevents.1724775968.353807a3cce0.22.13 +3 -0
  18. runs/Aug27_16-27-35_353807a3cce0/events.out.tfevents.1724776056.353807a3cce0.22.14 +3 -0
  19. runs/Aug27_16-29-11_353807a3cce0/events.out.tfevents.1724776152.353807a3cce0.22.15 +3 -0
  20. runs/Aug27_16-30-44_353807a3cce0/events.out.tfevents.1724776245.353807a3cce0.22.16 +3 -0
  21. runs/Aug27_16-32-15_353807a3cce0/events.out.tfevents.1724776336.353807a3cce0.22.17 +3 -0
  22. runs/Aug27_16-34-29_353807a3cce0/events.out.tfevents.1724776470.353807a3cce0.22.18 +3 -0
  23. runs/Aug27_16-35-28_353807a3cce0/events.out.tfevents.1724776529.353807a3cce0.22.19 +3 -0
  24. runs/Aug27_16-36-28_353807a3cce0/events.out.tfevents.1724776590.353807a3cce0.22.20 +3 -0
  25. runs/Aug27_16-37-26_353807a3cce0/events.out.tfevents.1724776647.353807a3cce0.22.21 +3 -0
  26. runs/Aug27_16-38-20_353807a3cce0/events.out.tfevents.1724776702.353807a3cce0.22.22 +3 -0
  27. runs/Aug27_16-39-49_353807a3cce0/events.out.tfevents.1724776790.353807a3cce0.22.23 +3 -0
  28. training_args.bin +3 -0
README.md ADDED
@@ -0,0 +1,87 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: aubmindlab/bert-base-arabertv02
3
+ tags:
4
+ - generated_from_trainer
5
+ model-index:
6
+ - name: arabert_baseline_vocabulary_task5_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_baseline_vocabulary_task5_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:
17
+ - Loss: 0.8715
18
+ - Qwk: 0.6491
19
+ - Mse: 0.8715
20
+
21
+ ## Model description
22
+
23
+ More information needed
24
+
25
+ ## Intended uses & limitations
26
+
27
+ More information needed
28
+
29
+ ## Training and evaluation data
30
+
31
+ More information needed
32
+
33
+ ## Training procedure
34
+
35
+ ### Training hyperparameters
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: 10
45
+
46
+ ### Training results
47
+
48
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
49
+ |:-------------:|:------:|:----:|:---------------:|:------:|:------:|
50
+ | No log | 0.3333 | 2 | 2.2168 | 0.1714 | 2.2168 |
51
+ | No log | 0.6667 | 4 | 2.0041 | 0.0 | 2.0041 |
52
+ | No log | 1.0 | 6 | 1.8058 | 0.0 | 1.8058 |
53
+ | No log | 1.3333 | 8 | 1.6307 | 0.0 | 1.6307 |
54
+ | No log | 1.6667 | 10 | 1.5228 | 0.1055 | 1.5228 |
55
+ | No log | 2.0 | 12 | 1.4956 | 0.1325 | 1.4956 |
56
+ | No log | 2.3333 | 14 | 1.4414 | 0.1842 | 1.4414 |
57
+ | No log | 2.6667 | 16 | 1.3583 | 0.3623 | 1.3583 |
58
+ | No log | 3.0 | 18 | 1.2822 | 0.4602 | 1.2822 |
59
+ | No log | 3.3333 | 20 | 1.2058 | 0.4783 | 1.2058 |
60
+ | No log | 3.6667 | 22 | 1.1388 | 0.5430 | 1.1388 |
61
+ | No log | 4.0 | 24 | 1.0848 | 0.5778 | 1.0848 |
62
+ | No log | 4.3333 | 26 | 1.0520 | 0.5161 | 1.0520 |
63
+ | No log | 4.6667 | 28 | 1.0213 | 0.5161 | 1.0213 |
64
+ | No log | 5.0 | 30 | 0.9946 | 0.4866 | 0.9946 |
65
+ | No log | 5.3333 | 32 | 0.9759 | 0.5368 | 0.9759 |
66
+ | No log | 5.6667 | 34 | 0.9511 | 0.5368 | 0.9511 |
67
+ | No log | 6.0 | 36 | 0.9260 | 0.5662 | 0.9260 |
68
+ | No log | 6.3333 | 38 | 0.9142 | 0.5662 | 0.9142 |
69
+ | No log | 6.6667 | 40 | 0.8995 | 0.5662 | 0.8995 |
70
+ | No log | 7.0 | 42 | 0.9024 | 0.5940 | 0.9024 |
71
+ | No log | 7.3333 | 44 | 0.9102 | 0.5368 | 0.9102 |
72
+ | No log | 7.6667 | 46 | 0.9036 | 0.6258 | 0.9036 |
73
+ | No log | 8.0 | 48 | 0.8943 | 0.6304 | 0.8943 |
74
+ | No log | 8.3333 | 50 | 0.8872 | 0.6042 | 0.8872 |
75
+ | No log | 8.6667 | 52 | 0.8828 | 0.6042 | 0.8828 |
76
+ | No log | 9.0 | 54 | 0.8785 | 0.6491 | 0.8785 |
77
+ | No log | 9.3333 | 56 | 0.8747 | 0.6491 | 0.8747 |
78
+ | No log | 9.6667 | 58 | 0.8725 | 0.6491 | 0.8725 |
79
+ | No log | 10.0 | 60 | 0.8715 | 0.6491 | 0.8715 |
80
+
81
+
82
+ ### Framework versions
83
+
84
+ - Transformers 4.44.0
85
+ - Pytorch 2.4.0
86
+ - Datasets 2.21.0
87
+ - Tokenizers 0.19.1
config.json ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "aubmindlab/bert-base-arabertv02",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 768,
11
+ "id2label": {
12
+ "0": "LABEL_0"
13
+ },
14
+ "initializer_range": 0.02,
15
+ "intermediate_size": 3072,
16
+ "label2id": {
17
+ "LABEL_0": 0
18
+ },
19
+ "layer_norm_eps": 1e-12,
20
+ "max_position_embeddings": 512,
21
+ "model_type": "bert",
22
+ "num_attention_heads": 12,
23
+ "num_hidden_layers": 12,
24
+ "pad_token_id": 0,
25
+ "position_embedding_type": "absolute",
26
+ "problem_type": "regression",
27
+ "torch_dtype": "float32",
28
+ "transformers_version": "4.44.0",
29
+ "type_vocab_size": 2,
30
+ "use_cache": true,
31
+ "vocab_size": 64000
32
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dd290a1272c3d68d986d94970ad889b78b08a9f13e66f351847101ba48f8c3c2
3
+ size 540799996
runs/Aug27_16-09-30_353807a3cce0/events.out.tfevents.1724774972.353807a3cce0.22.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:54fa446542380eb3979f377bf211254a65d52cf818e9d030327897cb521cab4d
3
+ size 16052
runs/Aug27_16-10-58_353807a3cce0/events.out.tfevents.1724775059.353807a3cce0.22.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f9967b63c6e7651bcd5ad48439eea86e65496cad31a1ea88f6891b1a3eb507d1
3
+ size 16052
runs/Aug27_16-12-28_353807a3cce0/events.out.tfevents.1724775150.353807a3cce0.22.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ce0cd044ff60d5f6c3ae4d825e5400aa4c21f8501b205fb999bd64cb08e45639
3
+ size 16052
runs/Aug27_16-14-05_353807a3cce0/events.out.tfevents.1724775246.353807a3cce0.22.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:713026a46ce7af1b5a31660240f58d5a6ba763db45add9842d50871c1ce9d1d5
3
+ size 16052
runs/Aug27_16-15-34_353807a3cce0/events.out.tfevents.1724775336.353807a3cce0.22.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:071024df5f4471e2851681a76d790a206539aa0461161a357de7f2fa7236fa48
3
+ size 10682
runs/Aug27_16-16-31_353807a3cce0/events.out.tfevents.1724775392.353807a3cce0.22.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f8c0a4a338ada9abd2f81d20ca1b00f247864ac1fdbad5010f3734dc0d0e7cfb
3
+ size 10682
runs/Aug27_16-17-32_353807a3cce0/events.out.tfevents.1724775453.353807a3cce0.22.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6e059c7afbb0e7fdf5048ce1e4144323bf06e7aeecfb67e8b32f7021857a0d19
3
+ size 8892
runs/Aug27_16-18-18_353807a3cce0/events.out.tfevents.1724775499.353807a3cce0.22.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ec4424d58e9f63da8c9b3fe7c846e93bc49efb142e38625fb93347adf0739055
3
+ size 8892
runs/Aug27_16-19-17_353807a3cce0/events.out.tfevents.1724775559.353807a3cce0.22.8 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b02a0b38ceb73446c6b39b99ec3d7e1ae59d7c60e085c4106098f9045b44bf90
3
+ size 16052
runs/Aug27_16-20-50_353807a3cce0/events.out.tfevents.1724775652.353807a3cce0.22.9 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dc9209282497ba8f71e9107564ebeb69b7001bf2c7aaa4597005c0951df21d83
3
+ size 16052
runs/Aug27_16-22-20_353807a3cce0/events.out.tfevents.1724775741.353807a3cce0.22.10 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cbbd03c6e96727e55a5006bf8002e09deeffe659a888daeeeb4ee9d93a1534bd
3
+ size 12472
runs/Aug27_16-23-23_353807a3cce0/events.out.tfevents.1724775805.353807a3cce0.22.11 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:187826726548fcabfa26f352776ff9ff5eb3100f4ff38fb229e4e49e691e5d32
3
+ size 12472
runs/Aug27_16-24-34_353807a3cce0/events.out.tfevents.1724775875.353807a3cce0.22.12 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d72cf8f7ff49c52ff3df915d463cfbc7350c7d5066c34c744f09533765ecbb25
3
+ size 16052
runs/Aug27_16-26-06_353807a3cce0/events.out.tfevents.1724775968.353807a3cce0.22.13 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:45149e0036cee3653523a5fa5ba17e1986fd837c984cbf5c836df6104ccfe8ac
3
+ size 16052
runs/Aug27_16-27-35_353807a3cce0/events.out.tfevents.1724776056.353807a3cce0.22.14 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6f1c790e4d8f4ec1c7758e41989359db29e2ea7af1eb01679f4ff217bebe992c
3
+ size 16053
runs/Aug27_16-29-11_353807a3cce0/events.out.tfevents.1724776152.353807a3cce0.22.15 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bf463b2154bfe5f77ecfb97456759797979f5c927460c28ec8bc8d1b219c9065
3
+ size 16053
runs/Aug27_16-30-44_353807a3cce0/events.out.tfevents.1724776245.353807a3cce0.22.16 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b4f6d3862f8204fcd2d7f968b5b1cf4d1c21b97bf20d1c33097b283429b20b3b
3
+ size 16053
runs/Aug27_16-32-15_353807a3cce0/events.out.tfevents.1724776336.353807a3cce0.22.17 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4074f695d99e9a2451c5dd74410441890d13f9a94d7b4c70ecd6d7480e0d5bbe
3
+ size 16053
runs/Aug27_16-34-29_353807a3cce0/events.out.tfevents.1724776470.353807a3cce0.22.18 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c889a8ea33361b53c7f1af1c5496e9c9088a386d658cfceb56ed36518a0fd08d
3
+ size 10683
runs/Aug27_16-35-28_353807a3cce0/events.out.tfevents.1724776529.353807a3cce0.22.19 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4722c3aca49b60c5cd213911e550e71194c4ebc459591d8572968adb90344688
3
+ size 10683
runs/Aug27_16-36-28_353807a3cce0/events.out.tfevents.1724776590.353807a3cce0.22.20 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:35987fc20e8b41cc1c6a9b788925d81f47f14834592fdef3549cb20adfbc438a
3
+ size 8893
runs/Aug27_16-37-26_353807a3cce0/events.out.tfevents.1724776647.353807a3cce0.22.21 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7c2a2c196cf2b0cc9d2d1120ff406d01afacd68b4fde24bfb100164bfbd34439
3
+ size 8893
runs/Aug27_16-38-20_353807a3cce0/events.out.tfevents.1724776702.353807a3cce0.22.22 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:84d82f1fc50d710ec5ce8da1a2d005d6f35f4c2bb077cc26ac7911a06af4336a
3
+ size 16053
runs/Aug27_16-39-49_353807a3cce0/events.out.tfevents.1724776790.353807a3cce0.22.23 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3562fe77dc8077948ab34684687548ce673028f6d111bab89b9095b9cef9bfd0
3
+ size 16053
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2bae4411db2588360e986898b3e49a144d6c940d2f3f7ddba6c52b60c159588f
3
+ size 5240