Hugging Face's logo

ribesstefano
/
RuleBert-v0.3-k0

Text Classification
Transformers
TensorBoard
Safetensors
xlm-roberta
Italian
legal ruling
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
ribesstefano commited on
Commit
73b2044
•
1 Parent(s): bb62564

Initial version

Browse files
Files changed (4) hide show
  1. README.md +9 -6
  2. config.json +1 -1
  3. runs/Jan07_22-14-55_68142e52d7cf/events.out.tfevents.1704665704.68142e52d7cf.255.5 +3 -0
  4. training_args.bin +1 -1
README.md CHANGED
@@ -20,7 +20,7 @@ should probably proofread and complete it, then remove this comment. -->
20
 
21
  This model is a fine-tuned version of [papluca/xlm-roberta-base-language-detection](https://huggingface.co/papluca/xlm-roberta-base-language-detection) on the None dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.3548
24
  - F1: 0.4972
25
  - Roc Auc: 0.6720
26
  - Accuracy: 0.0
@@ -53,11 +53,14 @@ The following hyperparameters were used during training:
53
 
54
  ### Training results
55
 
56
- | Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
57
- |:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|:--------:|
58
- | 0.422 | 0.06 | 250 | 0.3994 | 0.4972 | 0.6720 | 0.0 |
59
- | 0.3606 | 0.12 | 500 | 0.3604 | 0.4972 | 0.6720 | 0.0 |
60
- | 0.3333 | 0.19 | 750 | 0.3548 | 0.4972 | 0.6720 | 0.0 |
 
 
 
61
 
62
 
63
  ### Framework versions
 
20
 
21
  This model is a fine-tuned version of [papluca/xlm-roberta-base-language-detection](https://huggingface.co/papluca/xlm-roberta-base-language-detection) on the None dataset.
22
  It achieves the following results on the evaluation set:
23
+ - Loss: 0.3650
24
  - F1: 0.4972
25
  - Roc Auc: 0.6720
26
  - Accuracy: 0.0
 
53
 
54
  ### Training results
55
 
56
+ | Training Loss | Epoch | Step | Accuracy | F1 | Validation Loss | Roc Auc |
57
+ |:-------------:|:-----:|:----:|:--------:|:------:|:---------------:|:-------:|
58
+ | 0.422 | 0.06 | 250 | 0.0 | 0.4972 | 0.3994 | 0.6720 |
59
+ | 0.3606 | 0.12 | 500 | 0.3604 | 0.4972 | 0.6720 | 0.0 |
60
+ | 0.3333 | 0.19 | 750 | 0.3548 | 0.4972 | 0.6720 | 0.0 |
61
+ | 0.3304 | 0.25 | 1000 | 0.3563 | 0.4972 | 0.6720 | 0.0 |
62
+ | 0.3416 | 0.31 | 1250 | 0.3628 | 0.4972 | 0.6720 | 0.0 |
63
+ | 0.3558 | 0.37 | 1500 | 0.3650 | 0.4972 | 0.6720 | 0.0 |
64
 
65
 
66
  ### Framework versions
config.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "_name_or_path": "papluca/xlm-roberta-base-language-detection",
3
  "architectures": [
4
  "XLMRobertaForSequenceClassification"
5
  ],
 
1
  {
2
+ "_name_or_path": "RuleBert-v0.3-k0",
3
  "architectures": [
4
  "XLMRobertaForSequenceClassification"
5
  ],
runs/Jan07_22-14-55_68142e52d7cf/events.out.tfevents.1704665704.68142e52d7cf.255.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1fd45a4a21a202f12dbaecef486f9dcb52a7b79b63cfc3d8bdfaf3052a752304
3
+ size 14799
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4fdebc72807f1103c7344d0b849da88291bfd35c6ebe214bae793d2f46ebe017
3
  size 4792
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4d952f69d39c29f1e475d62bac40cecb29530df295fd397acecfcb92639ed95a
3
  size 4792