elenanereiss commited on
Commit
eac884b
1 Parent(s): a4842ce

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +58 -0
README.md CHANGED
@@ -1,3 +1,61 @@
1
  ---
 
2
  license: cc-by-4.0
 
 
 
 
 
 
 
 
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
+ language: de
3
  license: cc-by-4.0
4
+ tags:
5
+ - generated_from_trainer
6
+ datasets:
7
+ - elenanereiss/german-ler
8
+ metrics:
9
+ - precision
10
+ - recall
11
+ - f1
12
  ---
13
+
14
+ ## Model description
15
+
16
+ More information needed
17
+
18
+ ## Intended uses & limitations
19
+
20
+ More information needed
21
+
22
+ ## Training and evaluation data
23
+
24
+ More information needed
25
+
26
+ ## Training procedure
27
+
28
+ ### Training hyperparameters
29
+
30
+ The following hyperparameters were used during training:
31
+ - learning_rate: 1e-05
32
+ - train_batch_size: 12
33
+ - eval_batch_size: 16
34
+ - max seq length: 512
35
+ - num_epochs: 3
36
+
37
+
38
+ ### Results
39
+
40
+ eval_loss = 0.020239440724253654
41
+ eval_accuracy_score = 0.9953227664227791
42
+ eval_precision = 0.9212203128016991
43
+ eval_recall = 0.9458762886597938
44
+ eval_f1 = 0.9333855032769246
45
+ eval_runtime = 111.4147
46
+ eval_samples_per_second = 59.875
47
+ eval_steps_per_second = 3.743
48
+ epoch = 3.0
49
+
50
+
51
+ test_loss = 0.011871221475303173
52
+ test_accuracy_score = 0.9969460436964865
53
+ test_precision = 0.9449558173784978
54
+ test_recall = 0.9644870349492672
55
+ test_f1 = 0.9546215361725869
56
+ test_runtime = 111.5143
57
+ test_samples_per_second = 59.849
58
+ test_steps_per_second = 3.748
59
+
60
+
61
+