Hugging Face's logo

LazarusNLP
/
NusaBERT-base-EmoT

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community
w11wo commited on
Commit
a52777b
•
1 Parent(s): 7f121a8

End of training

Browse files
Files changed (3) hide show
  1. README.md +15 -17
  2. model.safetensors +1 -1
  3. runs/Feb22_11-53-32_bookbot-h100/events.out.tfevents.1708602894.bookbot-h100.135243.1 +3 -0
README.md CHANGED
@@ -22,7 +22,7 @@ model-index:
22
  metrics:
23
  - name: F1
24
  type: f1
25
- value: 0.7275
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 [LazarusNLP/NusaBERT-base](https://huggingface.co/LazarusNLP/NusaBERT-base) on the indonlu dataset.
34
  It achieves the following results on the evaluation set:
35
- - Loss: 0.9150
36
- - F1: 0.7275
37
 
38
  ## Model description
39
 
@@ -57,26 +57,24 @@ The following hyperparameters were used during training:
57
  - eval_batch_size: 64
58
  - seed: 42
59
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
60
- - lr_scheduler_type: cosine
61
  - num_epochs: 100
62
 
63
  ### Training results
64
 
65
  | Training Loss | Epoch | Step | Validation Loss | F1 |
66
  |:-------------:|:-----:|:----:|:---------------:|:------:|
67
- | No log | 1.0 | 111 | 1.1739 | 0.5257 |
68
- | No log | 2.0 | 222 | 0.8140 | 0.7112 |
69
- | No log | 3.0 | 333 | 0.7669 | 0.7269 |
70
- | No log | 4.0 | 444 | 0.7582 | 0.7291 |
71
- | 0.8669 | 5.0 | 555 | 0.8084 | 0.7331 |
72
- | 0.8669 | 6.0 | 666 | 0.7993 | 0.7351 |
73
- | 0.8669 | 7.0 | 777 | 0.8812 | 0.7427 |
74
- | 0.8669 | 8.0 | 888 | 0.9146 | 0.7477 |
75
- | 0.8669 | 9.0 | 999 | 1.0099 | 0.7473 |
76
- | 0.2674 | 10.0 | 1110 | 1.1308 | 0.7285 |
77
- | 0.2674 | 11.0 | 1221 | 1.1548 | 0.7382 |
78
- | 0.2674 | 12.0 | 1332 | 1.2518 | 0.7318 |
79
- | 0.2674 | 13.0 | 1443 | 1.4757 | 0.7084 |
80
 
81
 
82
  ### Framework versions
 
22
  metrics:
23
  - name: F1
24
  type: f1
25
+ value: 0.761
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 [LazarusNLP/NusaBERT-base](https://huggingface.co/LazarusNLP/NusaBERT-base) on the indonlu dataset.
34
  It achieves the following results on the evaluation set:
35
+ - Loss: 0.7778
36
+ - F1: 0.761
37
 
38
  ## Model description
39
 
 
57
  - eval_batch_size: 64
58
  - seed: 42
59
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
60
+ - lr_scheduler_type: linear
61
  - num_epochs: 100
62
 
63
  ### Training results
64
 
65
  | Training Loss | Epoch | Step | Validation Loss | F1 |
66
  |:-------------:|:-----:|:----:|:---------------:|:------:|
67
+ | No log | 1.0 | 111 | 1.2158 | 0.5511 |
68
+ | No log | 2.0 | 222 | 0.8299 | 0.6929 |
69
+ | No log | 3.0 | 333 | 0.7713 | 0.7324 |
70
+ | No log | 4.0 | 444 | 0.7383 | 0.7431 |
71
+ | 0.8834 | 5.0 | 555 | 0.7813 | 0.7261 |
72
+ | 0.8834 | 6.0 | 666 | 0.7781 | 0.7591 |
73
+ | 0.8834 | 7.0 | 777 | 0.8360 | 0.7375 |
74
+ | 0.8834 | 8.0 | 888 | 0.8802 | 0.7287 |
75
+ | 0.8834 | 9.0 | 999 | 0.9192 | 0.7474 |
76
+ | 0.2881 | 10.0 | 1110 | 1.0433 | 0.733 |
77
+ | 0.2881 | 11.0 | 1221 | 1.0686 | 0.7277 |
 
 
78
 
79
 
80
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a5be1d2d21695ad008a39e816117dc47abc7e018a0cdd20cb9666fee5e2e2671
3
  size 442606596
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d4541869a9e2479f89bae3f8a79cdbfa737e00cfc3789b9cbc0fddeefcbe7e71
3
  size 442606596
runs/Feb22_11-53-32_bookbot-h100/events.out.tfevents.1708602894.bookbot-h100.135243.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b9fe69997efefbe3f16833b8a67275d400594d7a1466897ceb6e8ec61db5753d
3
+ size 405