Kevinger commited on
Commit
63e03a5
1 Parent(s): 5fbf11f

Model save

Browse files
README.md ADDED
@@ -0,0 +1,75 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: sentence-transformers/all-mpnet-base-v2
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - f1
8
+ - accuracy
9
+ model-index:
10
+ - name: Hub-Report-1705947362
11
+ results: []
12
+ ---
13
+
14
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
15
+ should probably proofread and complete it, then remove this comment. -->
16
+
17
+ # Hub-Report-1705947362
18
+
19
+ This model is a fine-tuned version of [sentence-transformers/all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2) on the None dataset.
20
+ It achieves the following results on the evaluation set:
21
+ - Loss: 0.1734
22
+ - F1: 0.7779
23
+ - Roc Auc: 0.8689
24
+ - Accuracy: 0.7658
25
+
26
+ ## Model description
27
+
28
+ More information needed
29
+
30
+ ## Intended uses & limitations
31
+
32
+ More information needed
33
+
34
+ ## Training and evaluation data
35
+
36
+ More information needed
37
+
38
+ ## Training procedure
39
+
40
+ ### Training hyperparameters
41
+
42
+ The following hyperparameters were used during training:
43
+ - learning_rate: 2e-05
44
+ - train_batch_size: 8
45
+ - eval_batch_size: 8
46
+ - seed: 42
47
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
48
+ - lr_scheduler_type: linear
49
+ - num_epochs: 13
50
+
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
54
+ |:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|:--------:|
55
+ | No log | 1.0 | 297 | 0.2953 | 0.0397 | 0.5100 | 0.0203 |
56
+ | 0.3539 | 2.0 | 594 | 0.2267 | 0.5719 | 0.7107 | 0.4329 |
57
+ | 0.3539 | 3.0 | 891 | 0.1932 | 0.7410 | 0.8216 | 0.6608 |
58
+ | 0.2053 | 4.0 | 1188 | 0.1851 | 0.7363 | 0.8289 | 0.6823 |
59
+ | 0.2053 | 5.0 | 1485 | 0.1759 | 0.7659 | 0.8560 | 0.7392 |
60
+ | 0.1532 | 6.0 | 1782 | 0.1725 | 0.7756 | 0.8670 | 0.7633 |
61
+ | 0.1178 | 7.0 | 2079 | 0.1734 | 0.7779 | 0.8689 | 0.7658 |
62
+ | 0.1178 | 8.0 | 2376 | 0.1802 | 0.7587 | 0.8580 | 0.7481 |
63
+ | 0.0964 | 9.0 | 2673 | 0.1828 | 0.7669 | 0.8649 | 0.7595 |
64
+ | 0.0964 | 10.0 | 2970 | 0.1835 | 0.7625 | 0.8617 | 0.7532 |
65
+ | 0.083 | 11.0 | 3267 | 0.1849 | 0.7681 | 0.8646 | 0.7595 |
66
+ | 0.0723 | 12.0 | 3564 | 0.1886 | 0.7604 | 0.8603 | 0.7519 |
67
+ | 0.0723 | 13.0 | 3861 | 0.1901 | 0.7606 | 0.8599 | 0.7494 |
68
+
69
+
70
+ ### Framework versions
71
+
72
+ - Transformers 4.35.2
73
+ - Pytorch 2.1.0+cu121
74
+ - Datasets 2.16.1
75
+ - Tokenizers 0.15.0
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d7ce19ddb85f8f23522e3b5835d644cddc61a86186fccd84928e3322fa6a363d
3
  size 437993656
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0dc23b49426e4e17fdf5030f5a34404b4dede97015e50cc3ba097ba7404e46d5
3
  size 437993656
runs/Jan22_18-16-05_17397cc17d6a/events.out.tfevents.1705949418.17397cc17d6a.2389.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0e0b99ff165379b3fd69789701a067ef3a70a6d5345cb15ce287486f9c656ec1
3
+ size 508
tokenizer.json CHANGED
@@ -1,21 +1,7 @@
1
  {
2
  "version": "1.0",
3
- "truncation": {
4
- "direction": "Right",
5
- "max_length": 256,
6
- "strategy": "LongestFirst",
7
- "stride": 0
8
- },
9
- "padding": {
10
- "strategy": {
11
- "Fixed": 256
12
- },
13
- "direction": "Right",
14
- "pad_to_multiple_of": null,
15
- "pad_id": 1,
16
- "pad_type_id": 0,
17
- "pad_token": "<pad>"
18
- },
19
  "added_tokens": [
20
  {
21
  "id": 0,
 
1
  {
2
  "version": "1.0",
3
+ "truncation": null,
4
+ "padding": null,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5
  "added_tokens": [
6
  {
7
  "id": 0,