DiederikMartens commited on
Commit
b5b5661
1 Parent(s): 8c159eb

End of training

Browse files
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_fold4
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_fold4
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: 0.4938
21
+ - F1: 0.7181
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 | Validation Loss | F1 |
51
+ |:-------------:|:-----:|:----:|:---------------:|:------:|
52
+ | No log | 1.0 | 401 | 0.3082 | 0.5968 |
53
+ | 0.4 | 2.0 | 802 | 0.3283 | 0.7044 |
54
+ | 0.1923 | 3.0 | 1203 | 0.4938 | 0.7181 |
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_22-47-27_47a8d4292732/events.out.tfevents.1716851476.47a8d4292732.10783.9 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c9aa649fc85d7f7f875108e82f9721fe328e20f4e4baf60057b89205f61a81b1
3
+ size 405