d4niel92 commited on
Commit
6b51060
1 Parent(s): 08f7108

update model card README.md

Browse files

Files changed (1) hide show
  1. README.md +60 -0
README.md ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ tags:
4
+ - generated_from_trainer
5
+ datasets:
6
+ - amazon_reviews_multi
7
+ model-index:
8
+ - name: xlm-roberta-base-finetuned-marc-en
9
+ results: []
10
+ ---
11
+
12
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
13
+ should probably proofread and complete it, then remove this comment. -->
14
+
15
+ # xlm-roberta-base-finetuned-marc-en
16
+
17
+ This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the amazon_reviews_multi dataset.
18
+ It achieves the following results on the evaluation set:
19
+ - Loss: 0.8976
20
+ - Mae: 0.4268
21
+
22
+ ## Model description
23
+
24
+ More information needed
25
+
26
+ ## Intended uses & limitations
27
+
28
+ More information needed
29
+
30
+ ## Training and evaluation data
31
+
32
+ More information needed
33
+
34
+ ## Training procedure
35
+
36
+ ### Training hyperparameters
37
+
38
+ The following hyperparameters were used during training:
39
+ - learning_rate: 2e-05
40
+ - train_batch_size: 16
41
+ - eval_batch_size: 16
42
+ - seed: 42
43
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
44
+ - lr_scheduler_type: linear
45
+ - num_epochs: 2
46
+
47
+ ### Training results
48
+
49
+ | Training Loss | Epoch | Step | Validation Loss | Mae |
50
+ |:-------------:|:-----:|:----:|:---------------:|:------:|
51
+ | 1.092 | 1.0 | 235 | 0.9514 | 0.5122 |
52
+ | 0.9509 | 2.0 | 470 | 0.8976 | 0.4268 |
53
+
54
+
55
+ ### Framework versions
56
+
57
+ - Transformers 4.11.3
58
+ - Pytorch 1.9.0+cu111
59
+ - Datasets 1.14.0
60
+ - Tokenizers 0.10.3