jinal26 commited on
Commit
bc67390
1 Parent(s): e433549

End of training

Browse files
README.md CHANGED
@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
20
 
21
  This model is a fine-tuned version of [distilbert/distilbert-base-multilingual-cased](https://huggingface.co/distilbert/distilbert-base-multilingual-cased) on the None dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.0512
24
- - Precision: 0.9289
25
- - Recall: 0.9490
26
- - F1: 0.9388
27
- - Accuracy: 0.9768
28
 
29
  ## Model description
30
 
@@ -49,15 +49,18 @@ The following hyperparameters were used during training:
49
  - seed: 42
50
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
51
  - lr_scheduler_type: cosine_with_restarts
52
- - num_epochs: 2
53
  - mixed_precision_training: Native AMP
54
 
55
  ### Training results
56
 
57
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
58
  |:-------------:|:-----:|:-----:|:---------------:|:---------:|:------:|:------:|:--------:|
59
- | 0.0615 | 1.0 | 10463 | 0.0554 | 0.9214 | 0.9418 | 0.9315 | 0.9752 |
60
- | 0.051 | 2.0 | 20926 | 0.0512 | 0.9289 | 0.9490 | 0.9388 | 0.9768 |
 
 
 
61
 
62
 
63
  ### Framework versions
 
20
 
21
  This model is a fine-tuned version of [distilbert/distilbert-base-multilingual-cased](https://huggingface.co/distilbert/distilbert-base-multilingual-cased) on the None dataset.
22
  It achieves the following results on the evaluation set:
23
+ - Loss: 0.0593
24
+ - Precision: 0.9370
25
+ - Recall: 0.9595
26
+ - F1: 0.9481
27
+ - Accuracy: 0.9816
28
 
29
  ## Model description
30
 
 
49
  - seed: 42
50
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
51
  - lr_scheduler_type: cosine_with_restarts
52
+ - num_epochs: 5
53
  - mixed_precision_training: Native AMP
54
 
55
  ### Training results
56
 
57
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
58
  |:-------------:|:-----:|:-----:|:---------------:|:---------:|:------:|:------:|:--------:|
59
+ | 0.06 | 1.0 | 10463 | 0.0544 | 0.9232 | 0.9433 | 0.9331 | 0.9753 |
60
+ | 0.0507 | 2.0 | 20926 | 0.0484 | 0.9342 | 0.9536 | 0.9438 | 0.9782 |
61
+ | 0.04 | 3.0 | 31389 | 0.0473 | 0.9347 | 0.9558 | 0.9451 | 0.9800 |
62
+ | 0.0272 | 4.0 | 41852 | 0.0549 | 0.9379 | 0.9591 | 0.9484 | 0.9811 |
63
+ | 0.0209 | 5.0 | 52315 | 0.0593 | 0.9370 | 0.9595 | 0.9481 | 0.9816 |
64
 
65
 
66
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:faf6669a54977b532f9f6496973ca7092c9c4d9bf6b66be02360bbaaaf16d563
3
  size 539293200
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:182fff348cbcf4b92f9055ee6ea442723d58f20ba3ad6c1f04943f4733dd8e47
3
  size 539293200
runs/May20_09-46-11_431b2c596f88/events.out.tfevents.1716198375.431b2c596f88.621.2 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b94c5d7fdefa6431f13523282f8719da7843e950e72f902d1dcb71e4327e4b63
3
- size 34536
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b86e58fcd06e0bcbad214e26f40263cd80d318dfd83b1e8b676cac666c5cb05f
3
+ size 34896