Hugging Face's logo

luigisaetta
/
sentiment_ita

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
luigisaetta commited on
Commit
0685ab2
•
1 Parent(s): c3cd037

sentiment_ita

Browse files
Files changed (5) hide show
  1. README.md +13 -13
  2. model.safetensors +1 -1
  3. runs/Nov23_14-34-45_598cf3cc6de2/events.out.tfevents.1700750088.598cf3cc6de2.52230.0 +3 -0
  4. tokenizer.json +16 -2
  5. training_args.bin +1 -1
README.md CHANGED
@@ -22,7 +22,7 @@ model-index:
22
  metrics:
23
  - name: Accuracy
24
  type: accuracy
25
- value: 0.6975308641975309
26
  ---
27
 
28
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -32,8 +32,8 @@ should probably proofread and complete it, then remove this comment. -->
32
 
33
  This model is a fine-tuned version of [neuraly/bert-base-italian-cased-sentiment](https://huggingface.co/neuraly/bert-base-italian-cased-sentiment) on the tweet_sentiment_multilingual dataset.
34
  It achieves the following results on the evaluation set:
35
- - Loss: 2.2463
36
- - Accuracy: 0.6975
37
 
38
  ## Model description
39
 
@@ -65,16 +65,16 @@ The following hyperparameters were used during training:
65
 
66
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
67
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
68
- | No log | 1.0 | 170 | 0.8207 | 0.6543 |
69
- | 0.9047 | 2.0 | 340 | 0.7860 | 0.6420 |
70
- | 0.9047 | 3.0 | 510 | 0.8587 | 0.6698 |
71
- | 0.3226 | 4.0 | 680 | 1.2359 | 0.6790 |
72
- | 0.3226 | 5.0 | 850 | 1.4738 | 0.6852 |
73
- | 0.1371 | 6.0 | 1020 | 1.8913 | 0.6883 |
74
- | 0.1371 | 7.0 | 1190 | 2.0388 | 0.6975 |
75
- | 0.0525 | 8.0 | 1360 | 2.0989 | 0.7099 |
76
- | 0.0525 | 9.0 | 1530 | 2.2217 | 0.6883 |
77
- | 0.0119 | 10.0 | 1700 | 2.2463 | 0.6975 |
78
 
79
 
80
  ### Framework versions
 
22
  metrics:
23
  - name: Accuracy
24
  type: accuracy
25
+ value: 0.6944444444444444
26
  ---
27
 
28
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 
32
 
33
  This model is a fine-tuned version of [neuraly/bert-base-italian-cased-sentiment](https://huggingface.co/neuraly/bert-base-italian-cased-sentiment) on the tweet_sentiment_multilingual dataset.
34
  It achieves the following results on the evaluation set:
35
+ - Loss: 2.3610
36
+ - Accuracy: 0.6944
37
 
38
  ## Model description
39
 
 
65
 
66
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
67
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
68
+ | No log | 1.0 | 171 | 0.7979 | 0.6574 |
69
+ | 0.8861 | 2.0 | 342 | 0.7423 | 0.6944 |
70
+ | 0.8861 | 3.0 | 513 | 0.8450 | 0.6914 |
71
+ | 0.3208 | 4.0 | 684 | 1.2621 | 0.6698 |
72
+ | 0.3208 | 5.0 | 855 | 1.3658 | 0.6790 |
73
+ | 0.1361 | 6.0 | 1026 | 1.9379 | 0.6883 |
74
+ | 0.1361 | 7.0 | 1197 | 2.2134 | 0.6667 |
75
+ | 0.0567 | 8.0 | 1368 | 2.4013 | 0.6728 |
76
+ | 0.0567 | 9.0 | 1539 | 2.3630 | 0.6914 |
77
+ | 0.0113 | 10.0 | 1710 | 2.3610 | 0.6944 |
78
 
79
 
80
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:88f461c4b08db9f4518fa5c7c9ad295cca973502f59091fccf87e03a4fcc3ae2
3
  size 442815492
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:80b12c0e5c2f2472af2e9cf34f2279d8109a29874e8ddfcd9df1de1b5ea01fee
3
  size 442815492
runs/Nov23_14-34-45_598cf3cc6de2/events.out.tfevents.1700750088.598cf3cc6de2.52230.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:90aea14f5640e8bbbfde5f201d00d84d122b755c95cded9116e86247982e6cb5
3
+ size 8784
tokenizer.json CHANGED
@@ -1,7 +1,21 @@
1
  {
2
  "version": "1.0",
3
- "truncation": null,
4
- "padding": null,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5
  "added_tokens": [
6
  {
7
  "id": 0,
 
1
  {
2
  "version": "1.0",
3
+ "truncation": {
4
+ "direction": "Right",
5
+ "max_length": 512,
6
+ "strategy": "LongestFirst",
7
+ "stride": 0
8
+ },
9
+ "padding": {
10
+ "strategy": {
11
+ "Fixed": 512
12
+ },
13
+ "direction": "Right",
14
+ "pad_to_multiple_of": null,
15
+ "pad_id": 0,
16
+ "pad_type_id": 0,
17
+ "pad_token": "[PAD]"
18
+ },
19
  "added_tokens": [
20
  {
21
  "id": 0,
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e64c7b99044cff0f04e119ef5d4a887b006988da5d467e2f718c52aadc9554e0
3
  size 4155
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1be4300bb362cf34df0feab686fd08a43e9dd07cdf1b033d27da9f95af98821f
3
  size 4155