dljh1214 commited on
Commit
21ede71
·
verified ·
1 Parent(s): 44bb4b2

training completed

Browse files
README.md ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ license: apache-2.0
4
+ base_model: monologg/distilkobert
5
+ tags:
6
+ - generated_from_trainer
7
+ metrics:
8
+ - accuracy
9
+ - f1
10
+ model-index:
11
+ - name: kobert-finetuned-emotion
12
+ results: []
13
+ ---
14
+
15
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
16
+ should probably proofread and complete it, then remove this comment. -->
17
+
18
+ # kobert-finetuned-emotion
19
+
20
+ This model is a fine-tuned version of [monologg/distilkobert](https://huggingface.co/monologg/distilkobert) on the None dataset.
21
+ It achieves the following results on the evaluation set:
22
+ - Loss: 1.3275
23
+ - Accuracy: 0.4967
24
+ - F1: 0.4815
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: 64
45
+ - eval_batch_size: 64
46
+ - seed: 42
47
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
48
+ - lr_scheduler_type: linear
49
+ - num_epochs: 2
50
+
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
54
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
55
+ | No log | 1.0 | 483 | 1.3746 | 0.4835 | 0.4619 |
56
+ | No log | 2.0 | 966 | 1.3275 | 0.4967 | 0.4815 |
57
+
58
+
59
+ ### Framework versions
60
+
61
+ - Transformers 4.44.2
62
+ - Pytorch 2.4.1+cu121
63
+ - Datasets 3.0.0
64
+ - Tokenizers 0.19.1
runs/Sep21_01-12-38_b7562b2a2329/events.out.tfevents.1726881160.b7562b2a2329.1486.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b517ea6af9ba2dd9889816c665c28d6edfe280ee00b3ec2f5013effd60a023db
3
- size 5483
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3fe2a1a48ac0b9b838e0ac4e44e2711376e08165b6ef7ae721c65c216454a46d
3
+ size 6206