mpjuhasz commited on
Commit
0316c47
1 Parent(s): 6371ae5

update model card README.md

Browse files
Files changed (1) hide show
  1. README.md +62 -0
README.md ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ base_model: xlm-roberta-base
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - f1
8
+ model-index:
9
+ - name: xlm-roberta-base-finetuned-panx-all
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
+ # xlm-roberta-base-finetuned-panx-all
17
+
18
+ This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the None dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 0.1768
21
+ - F1: 0.8529
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: 5e-05
41
+ - train_batch_size: 24
42
+ - eval_batch_size: 24
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
+ | 0.2988 | 1.0 | 835 | 0.1818 | 0.8221 |
53
+ | 0.1575 | 2.0 | 1670 | 0.1727 | 0.8357 |
54
+ | 0.1019 | 3.0 | 2505 | 0.1768 | 0.8529 |
55
+
56
+
57
+ ### Framework versions
58
+
59
+ - Transformers 4.31.0
60
+ - Pytorch 2.0.1+cu118
61
+ - Datasets 2.13.1
62
+ - Tokenizers 0.13.3