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
a762320
•
1 Parent(s): cdb482f

sentiment_ita

Browse files
Files changed (4) hide show
  1. README.md +14 -14
  2. model.safetensors +1 -1
  3. runs/Nov23_13-01-21_598cf3cc6de2/events.out.tfevents.1700744482.598cf3cc6de2.32130.0 +3 -0
  4. training_args.bin +1 -1
README.md CHANGED
@@ -22,7 +22,7 @@ model-index:
22
  metrics:
23
  - name: Accuracy
24
  type: accuracy
25
- value: 0.6759259259259259
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: 1.5599
36
- - Accuracy: 0.6759
37
 
38
  ## Model description
39
 
@@ -58,23 +58,23 @@ The following hyperparameters were used during training:
58
  - seed: 42
59
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
60
  - lr_scheduler_type: linear
61
- - lr_scheduler_warmup_steps: 600
62
  - num_epochs: 10
63
 
64
  ### Training results
65
 
66
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
67
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
68
- | No log | 1.0 | 170 | 1.0211 | 0.6327 |
69
- | No log | 2.0 | 340 | 0.7957 | 0.6543 |
70
- | 0.9743 | 3.0 | 510 | 0.7704 | 0.6636 |
71
- | 0.9743 | 4.0 | 680 | 0.8278 | 0.6883 |
72
- | 0.9743 | 5.0 | 850 | 0.9920 | 0.6790 |
73
- | 0.3344 | 6.0 | 1020 | 1.2132 | 0.6728 |
74
- | 0.3344 | 7.0 | 1190 | 1.2968 | 0.6883 |
75
- | 0.3344 | 8.0 | 1360 | 1.4481 | 0.6883 |
76
- | 0.0968 | 9.0 | 1530 | 1.5334 | 0.6852 |
77
- | 0.0968 | 10.0 | 1700 | 1.5599 | 0.6759 |
78
 
79
 
80
  ### Framework versions
 
22
  metrics:
23
  - name: Accuracy
24
  type: accuracy
25
+ value: 0.6851851851851852
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: 1.5199
36
+ - Accuracy: 0.6852
37
 
38
  ## Model description
39
 
 
58
  - seed: 42
59
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
60
  - lr_scheduler_type: linear
61
+ - lr_scheduler_warmup_steps: 1000
62
  - num_epochs: 10
63
 
64
  ### Training results
65
 
66
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
67
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
68
+ | No log | 1.0 | 170 | 1.1582 | 0.6173 |
69
+ | No log | 2.0 | 340 | 0.8326 | 0.6389 |
70
+ | 1.0735 | 3.0 | 510 | 0.7827 | 0.6543 |
71
+ | 1.0735 | 4.0 | 680 | 0.7898 | 0.6728 |
72
+ | 1.0735 | 5.0 | 850 | 0.8674 | 0.6759 |
73
+ | 0.4509 | 6.0 | 1020 | 1.0103 | 0.6883 |
74
+ | 0.4509 | 7.0 | 1190 | 1.1162 | 0.7006 |
75
+ | 0.4509 | 8.0 | 1360 | 1.3433 | 0.6883 |
76
+ | 0.1439 | 9.0 | 1530 | 1.4674 | 0.6821 |
77
+ | 0.1439 | 10.0 | 1700 | 1.5199 | 0.6852 |
78
 
79
 
80
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8b415fa60af25504ac12cc96f6bae24ccdc5d71c13df85df98b2c622e612ce0d
3
  size 442815492
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ac67c77b1157228479f39d0c366e13416932dd332b5764eed0165adf59c90608
3
  size 442815492
runs/Nov23_13-01-21_598cf3cc6de2/events.out.tfevents.1700744482.598cf3cc6de2.32130.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1c76cb92558da8f1d31d83119da981fde1ba6f255572fc0dcf11bc2371cf9713
3
+ size 8471
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:512a79d540ddb80b7f48cdff72ede20e230d19a035e0adcb76bd5e4b9a1b37fd
3
  size 4155
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:66c64bd88cb064906433f8bbaef06e9f24966c5385cb4e9d100026311300aae6
3
  size 4155