dtorber commited on
Commit
bed21d5
·
verified ·
1 Parent(s): dbe335a

Model save

Browse files
README.md CHANGED
@@ -18,14 +18,14 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the None dataset.
20
  It achieves the following results on the evaluation set:
21
- - Loss: 0.3765
22
- - F1 Macro: 0.8988
23
- - F1: 0.9360
24
- - F1 Neg: 0.8617
25
- - Acc: 0.9125
26
- - Prec: 0.9209
27
- - Recall: 0.9517
28
- - Mcc: 0.7989
29
 
30
  ## Model description
31
 
@@ -58,9 +58,9 @@ The following hyperparameters were used during training:
58
 
59
  | Training Loss | Epoch | Step | Validation Loss | F1 Macro | F1 | F1 Neg | Acc | Prec | Recall | Mcc |
60
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:------:|:------:|:------:|:------:|:------:|
61
- | 0.5022 | 1.0 | 824 | 0.4717 | 0.8752 | 0.9102 | 0.8403 | 0.885 | 0.9102 | 0.9102 | 0.7504 |
62
- | 0.3452 | 2.0 | 1648 | 0.4330 | 0.8882 | 0.9245 | 0.8519 | 0.9 | 0.8942 | 0.9570 | 0.7808 |
63
- | 0.2232 | 3.0 | 2472 | 0.5604 | 0.8652 | 0.9060 | 0.8244 | 0.8775 | 0.8906 | 0.9219 | 0.7314 |
64
 
65
 
66
  ### Framework versions
 
18
 
19
  This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the None dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 0.4815
22
+ - F1 Macro: 0.8848
23
+ - F1: 0.9231
24
+ - F1 Neg: 0.8464
25
+ - Acc: 0.8975
26
+ - Prec: 0.9318
27
+ - Recall: 0.9145
28
+ - Mcc: 0.7699
29
 
30
  ## Model description
31
 
 
58
 
59
  | Training Loss | Epoch | Step | Validation Loss | F1 Macro | F1 | F1 Neg | Acc | Prec | Recall | Mcc |
60
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:------:|:------:|:------:|:------:|:------:|
61
+ | 0.5303 | 1.0 | 841 | 0.4184 | 0.8592 | 0.9064 | 0.8120 | 0.875 | 0.8705 | 0.9453 | 0.7249 |
62
+ | 0.4 | 2.0 | 1682 | 0.5169 | 0.8800 | 0.9187 | 0.8413 | 0.8925 | 0.8901 | 0.9492 | 0.7640 |
63
+ | 0.2366 | 3.0 | 2523 | 0.5097 | 0.8947 | 0.9234 | 0.8660 | 0.9025 | 0.9289 | 0.9180 | 0.7895 |
64
 
65
 
66
  ### Framework versions
runs/Mar26_08-57-18_tardis/events.out.tfevents.1711440682.tardis.1123859.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:53535c3c2d351a48445830e68979e225a2444e0415e4e2d72dc152311f1be61e
3
+ size 699