Hugging Face's logo

annamariagnat
/
trained_slovak

Token Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
annamariagnat commited on
Commit
5f52840
·
verified ·
1 Parent(s): 826ec7d

End of training

Browse files
Files changed (5) hide show
  1. README.md +8 -8
  2. model.safetensors +1 -1
  3. runs/Apr29_20-08-14_PAMPUCH/events.out.tfevents.1714414097.PAMPUCH.25176.1 +3 -0
  4. runs/Apr29_20-09-42_PAMPUCH/events.out.tfevents.1714414184.PAMPUCH.25272.0 +3 -0
  5. training_args.bin +1 -1
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: 0.1216
24
- - Precision: 0.5864
25
- - Recall: 0.4015
26
- - F1: 0.4766
27
- - Accuracy: 0.9679
28
 
29
  ## Model description
30
 
@@ -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
- | No log | 0.99 | 33 | 0.1546 | 0.5429 | 0.0033 | 0.0065 | 0.9547 |
61
- | No log | 1.98 | 66 | 0.1291 | 0.4814 | 0.3492 | 0.4048 | 0.9656 |
62
- | No log | 2.98 | 99 | 0.1216 | 0.5864 | 0.4015 | 0.4766 | 0.9679 |
63
 
64
 
65
  ### 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: 0.1134
24
+ - Precision: 0.6850
25
+ - Recall: 0.7560
26
+ - F1: 0.7188
27
+ - Accuracy: 0.9692
28
 
29
  ## Model description
30
 
 
57
 
58
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
59
  |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
60
+ | No log | 1.0 | 265 | 0.1490 | 0.5769 | 0.5816 | 0.5792 | 0.9579 |
61
+ | 0.0775 | 2.0 | 530 | 0.1131 | 0.6524 | 0.7527 | 0.6989 | 0.9680 |
62
+ | 0.0775 | 3.0 | 795 | 0.1134 | 0.6850 | 0.7560 | 0.7188 | 0.9692 |
63
 
64
 
65
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:754430ac41207deba932b208e75693fe82d6b20028042bb3c42c3c6f561e1aff
3
  size 538970204
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3e3f47d5ccf0be89b45741cc1ea7598aa4cee2a33771574c400de90b2c7ce44d
3
  size 538970204
runs/Apr29_20-08-14_PAMPUCH/events.out.tfevents.1714414097.PAMPUCH.25176.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ac5208a04d6449a04b43c018c527beeb75e45d4af808f1184fd1eb749f1d28ba
3
+ size 4784
runs/Apr29_20-09-42_PAMPUCH/events.out.tfevents.1714414184.PAMPUCH.25272.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7492cbeb9d45e3e2e228907812a2e5a12bda00cffe0840afcd1636250bc31a22
3
+ size 6765
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e5a5c1d5705d2e8ebba4a5ec611416461a6ad40d85f749682888df4dc3b8b275
3
  size 4920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8dcb05e82817d82a5e91bbf370e96fa22e79fbb737e6c31254453b2b0f7f68ca
3
  size 4920