Hugging Face's logo

MSParkDev
/
ConcSeqBERT-Katchers

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
MSParkDev commited on
Commit
0b3aea0
·
verified ·
1 Parent(s): a8e9a6d

Training completed!

Browse files
Files changed (3) hide show
  1. README.md +13 -13
  2. model.safetensors +1 -1
  3. runs/May17_05-45-07_0551480a1390/events.out.tfevents.1715933241.0551480a1390.38726.1 +3 -0
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 [google-bert/bert-base-multilingual-cased](https://huggingface.co/google-bert/bert-base-multilingual-cased) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
- - Loss: 0.4739
22
- - Accuracy: 0.7904
23
- - F1: 0.7903
24
 
25
  ## Model description
26
 
@@ -51,16 +51,16 @@ The following hyperparameters were used during training:
51
 
52
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
53
  |:-------------:|:-----:|:-----:|:---------------:|:--------:|:------:|
54
- | 0.4741 | 1.0 | 2522 | 0.4747 | 0.7773 | 0.7772 |
55
- | 0.4248 | 2.0 | 5044 | 0.4739 | 0.7904 | 0.7903 |
56
- | 0.3912 | 3.0 | 7566 | 0.5676 | 0.7838 | 0.7834 |
57
- | 0.3674 | 4.0 | 10088 | 0.6120 | 0.7916 | 0.7915 |
58
- | 0.3383 | 5.0 | 12610 | 0.7909 | 0.7907 | 0.7905 |
59
- | 0.3303 | 6.0 | 15132 | 0.8127 | 0.7886 | 0.7885 |
60
- | 0.3049 | 7.0 | 17654 | 0.9751 | 0.7890 | 0.7889 |
61
- | 0.2488 | 8.0 | 20176 | 1.0986 | 0.7800 | 0.7799 |
62
- | 0.2188 | 9.0 | 22698 | 1.1960 | 0.7762 | 0.7762 |
63
- | 0.1971 | 10.0 | 25220 | 1.2763 | 0.7761 | 0.7761 |
64
 
65
 
66
  ### Framework versions
 
18
 
19
  This model is a fine-tuned version of [google-bert/bert-base-multilingual-cased](https://huggingface.co/google-bert/bert-base-multilingual-cased) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 0.5053
22
+ - Accuracy: 0.7917
23
+ - F1: 0.7916
24
 
25
  ## Model description
26
 
 
51
 
52
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
53
  |:-------------:|:-----:|:-----:|:---------------:|:--------:|:------:|
54
+ | 0.5096 | 1.0 | 2522 | 0.5328 | 0.7435 | 0.7390 |
55
+ | 0.4591 | 2.0 | 5044 | 0.5231 | 0.7924 | 0.7923 |
56
+ | 0.4182 | 3.0 | 7566 | 0.5053 | 0.7917 | 0.7916 |
57
+ | 0.3931 | 4.0 | 10088 | 0.5470 | 0.7978 | 0.7976 |
58
+ | 0.3558 | 5.0 | 12610 | 0.7055 | 0.7877 | 0.7866 |
59
+ | 0.3409 | 6.0 | 15132 | 0.7529 | 0.7893 | 0.7886 |
60
+ | 0.3036 | 7.0 | 17654 | 0.8570 | 0.7965 | 0.7963 |
61
+ | 0.2938 | 8.0 | 20176 | 0.9075 | 0.7923 | 0.7920 |
62
+ | 0.236 | 9.0 | 22698 | 1.0325 | 0.7886 | 0.7882 |
63
+ | 0.224 | 10.0 | 25220 | 1.0438 | 0.7911 | 0.7908 |
64
 
65
 
66
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:00bcd8a8b57e81ce3674890befc7474843d98a652d36f7f2bb3f64b1708ef8c3
3
  size 711443456
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f39c043c6d01e1bdf29fb2f47d3d3efd068179c25c6113939a1d2f0e2e7a9bfb
3
  size 711443456
runs/May17_05-45-07_0551480a1390/events.out.tfevents.1715933241.0551480a1390.38726.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4e4ca61016fca759ad168553123d61c8986c5228d13db4da0730954e3f0511b6
3
+ size 464