Hugging Face's logo

AlhajiDot
/
bert_base_cased

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
text-embeddings-inference
Model card Files
xet
Community
AlhajiDot commited on
Commit
9581f37
·
verified ·
1 Parent(s): a307e61

End of training

Browse files
Files changed (3) hide show
  1. README.md +16 -16
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -19,9 +19,9 @@ should probably proofread and complete it, then remove this comment. -->
19
 
20
  This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
21
  It achieves the following results on the evaluation set:
22
- - Loss: 0.6240
23
- - Accuracy: 0.8603
24
- - F1: 0.9019
25
 
26
  ## Model description
27
 
@@ -52,19 +52,19 @@ The following hyperparameters were used during training:
52
 
53
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
54
  |:-------------:|:------:|:----:|:---------------:|:--------:|:------:|
55
- | 0.6277 | 0.2174 | 50 | 0.5645 | 0.7010 | 0.8190 |
56
- | 0.5405 | 0.4348 | 100 | 0.5843 | 0.7647 | 0.8495 |
57
- | 0.4846 | 0.6522 | 150 | 0.4391 | 0.8088 | 0.8669 |
58
- | 0.3662 | 0.8696 | 200 | 0.3903 | 0.8603 | 0.9009 |
59
- | 0.2828 | 1.0870 | 250 | 0.4012 | 0.8162 | 0.8598 |
60
- | 0.3537 | 1.3043 | 300 | 0.4294 | 0.8235 | 0.8788 |
61
- | 0.2598 | 1.5217 | 350 | 0.4007 | 0.8260 | 0.8739 |
62
- | 0.2918 | 1.7391 | 400 | 0.4304 | 0.8480 | 0.8977 |
63
- | 0.2919 | 1.9565 | 450 | 0.4025 | 0.8382 | 0.8881 |
64
- | 0.0889 | 2.1739 | 500 | 0.3632 | 0.8799 | 0.9130 |
65
- | 0.2241 | 2.3913 | 550 | 0.5603 | 0.8627 | 0.9044 |
66
- | 0.0871 | 2.6087 | 600 | 0.5644 | 0.8725 | 0.9081 |
67
- | 0.0642 | 2.8261 | 650 | 0.6240 | 0.8603 | 0.9019 |
68
 
69
 
70
  ### Framework versions
 
19
 
20
  This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
21
  It achieves the following results on the evaluation set:
22
+ - Loss: 0.5496
23
+ - Accuracy: 0.8505
24
+ - F1: 0.8971
25
 
26
  ## Model description
27
 
 
52
 
53
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
54
  |:-------------:|:------:|:----:|:---------------:|:--------:|:------:|
55
+ | 0.6112 | 0.2174 | 50 | 0.6030 | 0.7328 | 0.8078 |
56
+ | 0.525 | 0.4348 | 100 | 0.4881 | 0.7525 | 0.8399 |
57
+ | 0.5386 | 0.6522 | 150 | 0.5263 | 0.7794 | 0.8544 |
58
+ | 0.4511 | 0.8696 | 200 | 0.5176 | 0.8137 | 0.875 |
59
+ | 0.2806 | 1.0870 | 250 | 0.4302 | 0.8088 | 0.8660 |
60
+ | 0.3622 | 1.3043 | 300 | 0.4826 | 0.8309 | 0.8816 |
61
+ | 0.2892 | 1.5217 | 350 | 0.3882 | 0.8358 | 0.8793 |
62
+ | 0.2732 | 1.7391 | 400 | 0.4186 | 0.8309 | 0.8856 |
63
+ | 0.3847 | 1.9565 | 450 | 0.3501 | 0.8431 | 0.8865 |
64
+ | 0.1997 | 2.1739 | 500 | 0.5521 | 0.8627 | 0.9060 |
65
+ | 0.162 | 2.3913 | 550 | 0.6342 | 0.8407 | 0.8926 |
66
+ | 0.1125 | 2.6087 | 600 | 0.5181 | 0.8578 | 0.9020 |
67
+ | 0.1388 | 2.8261 | 650 | 0.5496 | 0.8505 | 0.8971 |
68
 
69
 
70
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:149e146cd2c9c1edbbf0037c61db2815b26b6567fb18eddead45bd9b4fe43338
3
  size 433270768
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:325efb2dcd8dbad37d30c469e5d32966e60558fc9d096b52ed620c4f1420be8b
3
  size 433270768
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d37a21397ebbfe92ca753fdc60f38122d783292da000ea564818e473adc7b845
3
  size 5777
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:465e4ac654ea1d9f7ea4e0cc052f7fcbb1c284194d9deed03499baeeacadc832
3
  size 5777