h3110Fr13nd commited on
Commit
ef00667
·
verified ·
1 Parent(s): ff00dc8

Model save

Browse files
README.md CHANGED
@@ -21,11 +21,11 @@ should probably proofread and complete it, then remove this comment. -->
21
 
22
  This model is a fine-tuned version of [bert-base-multilingual-cased](https://huggingface.co/bert-base-multilingual-cased) on an unknown dataset.
23
  It achieves the following results on the evaluation set:
24
- - Loss: 0.0412
25
- - Precision: 0.9367
26
- - Recall: 0.9359
27
- - F1: 0.9363
28
- - Accuracy: 0.9890
29
 
30
  ## Model description
31
 
@@ -57,9 +57,9 @@ The following hyperparameters were used during training:
57
 
58
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
59
  |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
60
- | 0.1821 | 1.0 | 164 | 0.0723 | 0.8931 | 0.9068 | 0.8999 | 0.9802 |
61
- | 0.0789 | 2.0 | 328 | 0.0403 | 0.9354 | 0.9402 | 0.9378 | 0.9897 |
62
- | 0.054 | 3.0 | 492 | 0.0412 | 0.9367 | 0.9359 | 0.9363 | 0.9890 |
63
 
64
 
65
  ### Framework versions
 
21
 
22
  This model is a fine-tuned version of [bert-base-multilingual-cased](https://huggingface.co/bert-base-multilingual-cased) on an unknown dataset.
23
  It achieves the following results on the evaluation set:
24
+ - Loss: 0.0946
25
+ - Precision: 0.9270
26
+ - Recall: 0.9366
27
+ - F1: 0.9318
28
+ - Accuracy: 0.9788
29
 
30
  ## Model description
31
 
 
57
 
58
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
59
  |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
60
+ | 0.0932 | 1.0 | 250 | 0.1081 | 0.9037 | 0.9209 | 0.9122 | 0.9710 |
61
+ | 0.0758 | 2.0 | 500 | 0.0907 | 0.9241 | 0.9371 | 0.9306 | 0.9777 |
62
+ | 0.0348 | 3.0 | 750 | 0.0946 | 0.9270 | 0.9366 | 0.9318 | 0.9788 |
63
 
64
 
65
  ### Framework versions
logs/events.out.tfevents.1763833015.8b09dd3d6919.1459.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:15b53ca685053f433297c6cba286de1146316135f68c3f65628a3f901fa3398c
3
+ size 10598
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6e82c8a60b0ffcc693e3958531f762d553c6cfac14e6d2308b507e9c8387c82c
3
  size 709090132
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:701e30bfc2b75f088e18575371630d758b13fe94e0a974ed85fa88e8d29441ab
3
  size 709090132