Hugging Face's logo

salbatarni
/
arabert_baseline_relevance_task6_fold1

TensorBoard
Safetensors
bert
Generated from Trainer
Model card Files Metrics Community
salbatarni commited on
Commit
0fff4b7
•
1 Parent(s): 796b329

Training in progress, step 40

Browse files
Files changed (16) hide show
  1. README.md +77 -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. training_args.bin +3 -0
README.md ADDED
@@ -0,0 +1,77 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: aubmindlab/bert-base-arabertv02
3
+ tags:
4
+ - generated_from_trainer
5
+ model-index:
6
+ - name: arabert_baseline_relevance_task6_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_relevance_task6_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: 0.4526
18
+ - Qwk: 0.3226
19
+ - Mse: 0.4526
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 | 0.5 | 2 | 0.6801 | 0.0541 | 0.6801 |
51
+ | No log | 1.0 | 4 | 0.6246 | 0.1127 | 0.6246 |
52
+ | No log | 1.5 | 6 | 0.5719 | 0.2222 | 0.5719 |
53
+ | No log | 2.0 | 8 | 0.4467 | 0.2222 | 0.4467 |
54
+ | No log | 2.5 | 10 | 0.4958 | 0.3288 | 0.4958 |
55
+ | No log | 3.0 | 12 | 0.4784 | 0.4324 | 0.4784 |
56
+ | No log | 3.5 | 14 | 0.4142 | 0.5116 | 0.4142 |
57
+ | No log | 4.0 | 16 | 0.4299 | 0.5977 | 0.4299 |
58
+ | No log | 4.5 | 18 | 0.4577 | 0.58 | 0.4577 |
59
+ | No log | 5.0 | 20 | 0.4773 | 0.5664 | 0.4773 |
60
+ | No log | 5.5 | 22 | 0.4936 | 0.5664 | 0.4936 |
61
+ | No log | 6.0 | 24 | 0.4974 | 0.5000 | 0.4974 |
62
+ | No log | 6.5 | 26 | 0.5038 | 0.5088 | 0.5038 |
63
+ | No log | 7.0 | 28 | 0.5060 | 0.3937 | 0.5060 |
64
+ | No log | 7.5 | 30 | 0.4888 | 0.4444 | 0.4888 |
65
+ | No log | 8.0 | 32 | 0.4685 | 0.4444 | 0.4685 |
66
+ | No log | 8.5 | 34 | 0.4544 | 0.3226 | 0.4544 |
67
+ | No log | 9.0 | 36 | 0.4497 | 0.3226 | 0.4497 |
68
+ | No log | 9.5 | 38 | 0.4507 | 0.3226 | 0.4507 |
69
+ | No log | 10.0 | 40 | 0.4526 | 0.3226 | 0.4526 |
70
+
71
+
72
+ ### Framework versions
73
+
74
+ - Transformers 4.44.0
75
+ - Pytorch 2.4.0
76
+ - Datasets 2.21.0
77
+ - 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 sha256:7b408edcae8e03d309eb17266a3ced13847b17879330b347357a926badaea23a
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
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:749cb071a71e5a7fd4ea5aa5b7aa8c083cb6313bf121c3e78e0cb05df641915f
3
+ size 5240