Hugging Face's logo

Zainab984
/
TestForColab

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Model card Files Metrics Community
Zainab984 commited on
Commit
351b825
·
1 Parent(s): c3d47e2

End of training

Browse files
Files changed (3) hide show
  1. README.md +28 -18
  2. runs/Dec09_08-03-13_a98b0b2c5e23/events.out.tfevents.1702108994.a98b0b2c5e23.1955.19 +2 -2
  3. runs/Dec09_08-03-13_a98b0b2c5e23/events.out.tfevents.1702108994.a98b0b2c5e23.1955.20 +2 -2
README.md CHANGED
@@ -18,9 +18,9 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  This model is a fine-tuned version of [prajjwal1/bert-tiny](https://huggingface.co/prajjwal1/bert-tiny) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
- - Loss: 0.3220
22
- - Accuracy: 0.89
23
- - F1: 0.8889
24
 
25
  ## Model description
26
 
@@ -51,21 +51,31 @@ The following hyperparameters were used during training:
51
 
52
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
53
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
54
- | No log | 0.0 | 50 | 0.6958 | 0.43 | 0.2586 |
55
- | No log | 0.01 | 100 | 0.6890 | 0.67 | 0.6043 |
56
- | No log | 0.01 | 150 | 0.6814 | 0.57 | 0.4139 |
57
- | No log | 0.02 | 200 | 0.6723 | 0.57 | 0.4139 |
58
- | No log | 0.02 | 250 | 0.6289 | 0.81 | 0.8103 |
59
- | No log | 0.03 | 300 | 0.5298 | 0.82 | 0.8207 |
60
- | No log | 0.03 | 350 | 0.4480 | 0.88 | 0.8796 |
61
- | No log | 0.04 | 400 | 0.4042 | 0.89 | 0.8889 |
62
- | No log | 0.04 | 450 | 0.3688 | 0.9 | 0.8988 |
63
- | 0.6099 | 0.05 | 500 | 0.3615 | 0.89 | 0.8889 |
64
- | 0.6099 | 0.05 | 550 | 0.3542 | 0.89 | 0.8889 |
65
- | 0.6099 | 0.06 | 600 | 0.3443 | 0.89 | 0.8889 |
66
- | 0.6099 | 0.06 | 650 | 0.3300 | 0.89 | 0.8889 |
67
- | 0.6099 | 0.07 | 700 | 0.3196 | 0.89 | 0.8889 |
68
- | 0.6099 | 0.07 | 750 | 0.3220 | 0.89 | 0.8889 |
 
 
 
 
 
 
 
 
 
 
69
 
70
 
71
  ### Framework versions
 
18
 
19
  This model is a fine-tuned version of [prajjwal1/bert-tiny](https://huggingface.co/prajjwal1/bert-tiny) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 0.6515
22
+ - Accuracy: 0.56
23
+ - F1: 0.5579
24
 
25
  ## Model description
26
 
 
51
 
52
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
53
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
54
+ | No log | 0.0 | 50 | 0.6897 | 0.54 | 0.3787 |
55
+ | No log | 0.01 | 100 | 0.6899 | 0.6 | 0.5926 |
56
+ | No log | 0.01 | 150 | 0.6952 | 0.46 | 0.2899 |
57
+ | No log | 0.01 | 200 | 0.6874 | 0.63 | 0.6194 |
58
+ | No log | 0.02 | 250 | 0.6849 | 0.64 | 0.6092 |
59
+ | No log | 0.02 | 300 | 0.6929 | 0.46 | 0.2899 |
60
+ | No log | 0.02 | 350 | 0.6830 | 0.6 | 0.5390 |
61
+ | No log | 0.03 | 400 | 0.6821 | 0.54 | 0.3787 |
62
+ | No log | 0.03 | 450 | 0.6812 | 0.63 | 0.6095 |
63
+ | 0.6924 | 0.03 | 500 | 0.6806 | 0.62 | 0.6077 |
64
+ | 0.6924 | 0.04 | 550 | 0.6770 | 0.62 | 0.5969 |
65
+ | 0.6924 | 0.04 | 600 | 0.6805 | 0.58 | 0.5746 |
66
+ | 0.6924 | 0.04 | 650 | 0.6800 | 0.59 | 0.5857 |
67
+ | 0.6924 | 0.05 | 700 | 0.6732 | 0.63 | 0.6008 |
68
+ | 0.6924 | 0.05 | 750 | 0.6820 | 0.56 | 0.5387 |
69
+ | 0.6924 | 0.05 | 800 | 0.6652 | 0.64 | 0.6253 |
70
+ | 0.6924 | 0.06 | 850 | 0.6634 | 0.59 | 0.5896 |
71
+ | 0.6924 | 0.06 | 900 | 0.6604 | 0.61 | 0.6103 |
72
+ | 0.6924 | 0.06 | 950 | 0.6733 | 0.62 | 0.5936 |
73
+ | 0.6842 | 0.07 | 1000 | 0.6590 | 0.65 | 0.6176 |
74
+ | 0.6842 | 0.07 | 1050 | 0.6549 | 0.6 | 0.6005 |
75
+ | 0.6842 | 0.07 | 1100 | 0.6521 | 0.63 | 0.6242 |
76
+ | 0.6842 | 0.08 | 1150 | 0.6524 | 0.61 | 0.6015 |
77
+ | 0.6842 | 0.08 | 1200 | 0.6587 | 0.57 | 0.5634 |
78
+ | 0.6842 | 0.09 | 1250 | 0.6515 | 0.56 | 0.5579 |
79
 
80
 
81
  ### Framework versions
runs/Dec09_08-03-13_a98b0b2c5e23/events.out.tfevents.1702108994.a98b0b2c5e23.1955.19 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:15b40f2b3443f405a2e0d57ef5aa0e557bc1a9c27ae8e2687ea549fa449a4816
3
- size 11788
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:faca404f371839356550754432ba9faa9247fc1efab97829d5567e3ec88bd3fc
3
+ size 13987
runs/Dec09_08-03-13_a98b0b2c5e23/events.out.tfevents.1702108994.a98b0b2c5e23.1955.20 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:84fd5dba6537e811000af7464827004404b9587a15d9d86435ade6ade5bafc04
3
- size 11788
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9d3e7ec5e409fcb537347c2d9f3ce43aba8e2bfe75dc06697b1f428d179454de
3
+ size 13987