Hamza11 commited on
Commit
308fd26
1 Parent(s): a28f111

End of training

Browse files
README.md ADDED
@@ -0,0 +1,105 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: csebuetnlp/banglabert
3
+ tags:
4
+ - generated_from_trainer
5
+ model-index:
6
+ - name: Banglabert_nwp_finetuning_def_v2
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
+ # Banglabert_nwp_finetuning_def_v2
14
+
15
+ This model is a fine-tuned version of [csebuetnlp/banglabert](https://huggingface.co/csebuetnlp/banglabert) on the None dataset.
16
+ It achieves the following results on the evaluation set:
17
+ - Loss: 3.5135
18
+
19
+ ## Model description
20
+
21
+ More information needed
22
+
23
+ ## Intended uses & limitations
24
+
25
+ More information needed
26
+
27
+ ## Training and evaluation data
28
+
29
+ More information needed
30
+
31
+ ## Training procedure
32
+
33
+ ### Training hyperparameters
34
+
35
+ The following hyperparameters were used during training:
36
+ - learning_rate: 2e-05
37
+ - train_batch_size: 8
38
+ - eval_batch_size: 8
39
+ - seed: 42
40
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
41
+ - lr_scheduler_type: linear
42
+ - num_epochs: 50
43
+
44
+ ### Training results
45
+
46
+ | Training Loss | Epoch | Step | Validation Loss |
47
+ |:-------------:|:-----:|:------:|:---------------:|
48
+ | 5.9985 | 1.0 | 2487 | 5.4179 |
49
+ | 5.1899 | 2.0 | 4974 | 4.8725 |
50
+ | 4.8308 | 3.0 | 7461 | 4.6051 |
51
+ | 4.6303 | 4.0 | 9948 | 4.4425 |
52
+ | 4.4543 | 5.0 | 12435 | 4.3072 |
53
+ | 4.2875 | 6.0 | 14922 | 4.2110 |
54
+ | 4.2355 | 7.0 | 17409 | 4.1004 |
55
+ | 4.1108 | 8.0 | 19896 | 4.0693 |
56
+ | 4.0311 | 9.0 | 22383 | 3.9807 |
57
+ | 3.9836 | 10.0 | 24870 | 3.9329 |
58
+ | 3.9049 | 11.0 | 27357 | 3.9332 |
59
+ | 3.8663 | 12.0 | 29844 | 3.9027 |
60
+ | 3.7633 | 13.0 | 32331 | 3.8750 |
61
+ | 3.7639 | 14.0 | 34818 | 3.7487 |
62
+ | 3.6831 | 15.0 | 37305 | 3.7775 |
63
+ | 3.6808 | 16.0 | 39792 | 3.7372 |
64
+ | 3.6136 | 17.0 | 42279 | 3.7313 |
65
+ | 3.5998 | 18.0 | 44766 | 3.6778 |
66
+ | 3.531 | 19.0 | 47253 | 3.6912 |
67
+ | 3.5361 | 20.0 | 49740 | 3.6869 |
68
+ | 3.509 | 21.0 | 52227 | 3.6790 |
69
+ | 3.4625 | 22.0 | 54714 | 3.6425 |
70
+ | 3.418 | 23.0 | 57201 | 3.6572 |
71
+ | 3.369 | 24.0 | 59688 | 3.6407 |
72
+ | 3.3832 | 25.0 | 62175 | 3.6278 |
73
+ | 3.3728 | 26.0 | 64662 | 3.5715 |
74
+ | 3.3304 | 27.0 | 67149 | 3.6413 |
75
+ | 3.2864 | 28.0 | 69636 | 3.5743 |
76
+ | 3.3057 | 29.0 | 72123 | 3.5227 |
77
+ | 3.2916 | 30.0 | 74610 | 3.5448 |
78
+ | 3.2541 | 31.0 | 77097 | 3.5422 |
79
+ | 3.2293 | 32.0 | 79584 | 3.5775 |
80
+ | 3.1839 | 33.0 | 82071 | 3.5705 |
81
+ | 3.2106 | 34.0 | 84558 | 3.5680 |
82
+ | 3.185 | 35.0 | 87045 | 3.5225 |
83
+ | 3.1845 | 36.0 | 89532 | 3.5237 |
84
+ | 3.1581 | 37.0 | 92019 | 3.5300 |
85
+ | 3.1569 | 38.0 | 94506 | 3.5081 |
86
+ | 3.1222 | 39.0 | 96993 | 3.5217 |
87
+ | 3.1007 | 40.0 | 99480 | 3.4810 |
88
+ | 3.1094 | 41.0 | 101967 | 3.5475 |
89
+ | 3.1289 | 42.0 | 104454 | 3.5126 |
90
+ | 3.0841 | 43.0 | 106941 | 3.5076 |
91
+ | 3.0834 | 44.0 | 109428 | 3.5101 |
92
+ | 3.0862 | 45.0 | 111915 | 3.4777 |
93
+ | 3.0843 | 46.0 | 114402 | 3.5116 |
94
+ | 3.042 | 47.0 | 116889 | 3.5031 |
95
+ | 3.0424 | 48.0 | 119376 | 3.4991 |
96
+ | 3.0855 | 49.0 | 121863 | 3.5203 |
97
+ | 3.0325 | 50.0 | 124350 | 3.5110 |
98
+
99
+
100
+ ### Framework versions
101
+
102
+ - Transformers 4.38.1
103
+ - Pytorch 2.1.0+cu121
104
+ - Datasets 2.17.1
105
+ - Tokenizers 0.15.2
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d695bdd78f97914aeb57f5164682e4815311693dfdd08294842ed91a3b11dc3f
3
  size 442627808
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1bc42777080ddfa6f0a66b4e8faa1658ba182c5f3b12024fd6b5d09c28357119
3
  size 442627808
runs/Feb24_14-32-54_0f9823519954/events.out.tfevents.1708785237.0f9823519954.5635.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ef65bff3598fb713b94d3807477abe85f0240b2e822afb8823d856f481640ba1
3
- size 71687
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1a7021426dc689a6bce888362ec8b5ce06ee5469ee31f03bf02aeed0090dacac
3
+ size 72047
runs/Feb24_14-32-54_0f9823519954/events.out.tfevents.1708793756.0f9823519954.5635.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b75c900c731780bae4191eb1f11a6b0c82251e79bfe4da9758a2109f842d41c5
3
+ size 364