End of training
Browse files- README.md +62 -0
- runs/May27_21-01-17_47a8d4292732/events.out.tfevents.1716845162.47a8d4292732.2830.1 +3 -0
- runs/May27_21-31-18_47a8d4292732/events.out.tfevents.1716845480.47a8d4292732.10783.0 +3 -0
- runs/May27_21-31-18_47a8d4292732/events.out.tfevents.1716845494.47a8d4292732.10783.1 +3 -0
- training_args.bin +1 -1
README.md
ADDED
@@ -0,0 +1,62 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: mit
|
3 |
+
base_model: google-bert/bert-base-german-cased
|
4 |
+
tags:
|
5 |
+
- generated_from_trainer
|
6 |
+
metrics:
|
7 |
+
- f1
|
8 |
+
model-index:
|
9 |
+
- name: gBERT_sa_cv_8_fold0
|
10 |
+
results: []
|
11 |
+
---
|
12 |
+
|
13 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
14 |
+
should probably proofread and complete it, then remove this comment. -->
|
15 |
+
|
16 |
+
# gBERT_sa_cv_8_fold0
|
17 |
+
|
18 |
+
This model is a fine-tuned version of [google-bert/bert-base-german-cased](https://huggingface.co/google-bert/bert-base-german-cased) on the None dataset.
|
19 |
+
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: 0.4775
|
21 |
+
- F1: 0.6762
|
22 |
+
|
23 |
+
## Model description
|
24 |
+
|
25 |
+
More information needed
|
26 |
+
|
27 |
+
## Intended uses & limitations
|
28 |
+
|
29 |
+
More information needed
|
30 |
+
|
31 |
+
## Training and evaluation data
|
32 |
+
|
33 |
+
More information needed
|
34 |
+
|
35 |
+
## Training procedure
|
36 |
+
|
37 |
+
### Training hyperparameters
|
38 |
+
|
39 |
+
The following hyperparameters were used during training:
|
40 |
+
- learning_rate: 4.47e-05
|
41 |
+
- train_batch_size: 16
|
42 |
+
- eval_batch_size: 32
|
43 |
+
- seed: 42
|
44 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
45 |
+
- lr_scheduler_type: linear
|
46 |
+
- num_epochs: 3
|
47 |
+
|
48 |
+
### Training results
|
49 |
+
|
50 |
+
| Training Loss | Epoch | Step | F1 | Validation Loss |
|
51 |
+
|:-------------:|:-----:|:----:|:------:|:---------------:|
|
52 |
+
| No log | 1.0 | 401 | 0.5732 | 0.3675 |
|
53 |
+
| 0.4127 | 2.0 | 802 | 0.6603 | 0.3743 |
|
54 |
+
| 0.2046 | 3.0 | 1203 | 0.6762 | 0.4775 |
|
55 |
+
|
56 |
+
|
57 |
+
### Framework versions
|
58 |
+
|
59 |
+
- Transformers 4.41.0
|
60 |
+
- Pytorch 2.3.0+cu121
|
61 |
+
- Datasets 2.19.1
|
62 |
+
- Tokenizers 0.19.1
|
runs/May27_21-01-17_47a8d4292732/events.out.tfevents.1716845162.47a8d4292732.2830.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ea241c9c7dc1541ff0dcbccf369de1ae7e141ece5f408e8853633e9775d37081
|
3 |
+
size 405
|
runs/May27_21-31-18_47a8d4292732/events.out.tfevents.1716845480.47a8d4292732.10783.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c9e51020d241df934f4af77cd026af49b2331c596d7711b38461a1a2b461ed1f
|
3 |
+
size 5302
|
runs/May27_21-31-18_47a8d4292732/events.out.tfevents.1716845494.47a8d4292732.10783.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a57c3dae4c0252797bf8cb4aa21b6171527a7972e5a70154973804ed4752ff22
|
3 |
+
size 405
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 5112
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b7627753c303edc35dfbe3ee03017b558431aa0322dafe82949623c9b8d85dd1
|
3 |
size 5112
|