joelniklaus commited on
Commit
c187672
1 Parent(s): 697fe56

update model card README.md

Browse files
Files changed (1) hide show
  1. README.md +64 -0
README.md ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - generated_from_trainer
4
+ model-index:
5
+ - name: legal-croatian-roberta-base
6
+ results: []
7
+ ---
8
+
9
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
10
+ should probably proofread and complete it, then remove this comment. -->
11
+
12
+ # legal-croatian-roberta-base
13
+
14
+ This model was trained from scratch on an unknown dataset.
15
+ It achieves the following results on the evaluation set:
16
+ - Loss: 0.4008
17
+
18
+ ## Model description
19
+
20
+ More information needed
21
+
22
+ ## Intended uses & limitations
23
+
24
+ More information needed
25
+
26
+ ## Training and evaluation data
27
+
28
+ More information needed
29
+
30
+ ## Training procedure
31
+
32
+ ### Training hyperparameters
33
+
34
+ The following hyperparameters were used during training:
35
+ - learning_rate: 0.0001
36
+ - train_batch_size: 16
37
+ - eval_batch_size: 16
38
+ - seed: 42
39
+ - distributed_type: tpu
40
+ - num_devices: 8
41
+ - gradient_accumulation_steps: 4
42
+ - total_train_batch_size: 512
43
+ - total_eval_batch_size: 128
44
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
+ - lr_scheduler_type: cosine
46
+ - lr_scheduler_warmup_ratio: 0.05
47
+ - training_steps: 200000
48
+
49
+ ### Training results
50
+
51
+ | Training Loss | Epoch | Step | Validation Loss |
52
+ |:-------------:|:-----:|:------:|:---------------:|
53
+ | 0.8722 | 32.0 | 50000 | 0.5036 |
54
+ | 0.7612 | 64.0 | 100000 | 0.4363 |
55
+ | 0.6916 | 96.0 | 150000 | 0.4080 |
56
+ | 0.6656 | 128.0 | 200000 | 0.4008 |
57
+
58
+
59
+ ### Framework versions
60
+
61
+ - Transformers 4.20.1
62
+ - Pytorch 1.12.0+cu102
63
+ - Datasets 2.9.0
64
+ - Tokenizers 0.12.0