anhminh3105 commited on
Commit
ac0d2b0
1 Parent(s): d07f6e5

End of training

Browse files
Files changed (2) hide show
  1. README.md +76 -0
  2. model.safetensors +1 -1
README.md ADDED
@@ -0,0 +1,76 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: distilbert-base-uncased
4
+ tags:
5
+ - generated_from_trainer
6
+ datasets:
7
+ - imdb
8
+ metrics:
9
+ - accuracy
10
+ model-index:
11
+ - name: my_awesome_model
12
+ results:
13
+ - task:
14
+ name: Text Classification
15
+ type: text-classification
16
+ dataset:
17
+ name: imdb
18
+ type: imdb
19
+ config: plain_text
20
+ split: test
21
+ args: plain_text
22
+ metrics:
23
+ - name: Accuracy
24
+ type: accuracy
25
+ value: 0.93244
26
+ ---
27
+
28
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
29
+ should probably proofread and complete it, then remove this comment. -->
30
+
31
+ # my_awesome_model
32
+
33
+ This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the imdb dataset.
34
+ It achieves the following results on the evaluation set:
35
+ - Loss: 0.2317
36
+ - Accuracy: 0.9324
37
+
38
+ ## Model description
39
+
40
+ More information needed
41
+
42
+ ## Intended uses & limitations
43
+
44
+ More information needed
45
+
46
+ ## Training and evaluation data
47
+
48
+ More information needed
49
+
50
+ ## Training procedure
51
+
52
+ ### Training hyperparameters
53
+
54
+ The following hyperparameters were used during training:
55
+ - learning_rate: 2e-05
56
+ - train_batch_size: 16
57
+ - eval_batch_size: 16
58
+ - seed: 42
59
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
60
+ - lr_scheduler_type: linear
61
+ - num_epochs: 2
62
+
63
+ ### Training results
64
+
65
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
66
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
67
+ | 0.2247 | 1.0 | 1563 | 0.1985 | 0.9246 |
68
+ | 0.1468 | 2.0 | 3126 | 0.2317 | 0.9324 |
69
+
70
+
71
+ ### Framework versions
72
+
73
+ - Transformers 4.35.2
74
+ - Pytorch 2.1.0+cu118
75
+ - Datasets 2.15.0
76
+ - Tokenizers 0.15.0
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b9e24c1f65eec980f10aad76ff0eb40e6a96d5a0af2db1227b36f32870e64369
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6141f7f90a6718a3c486bea2bd51c4fdea2013163fc3887cf6cce22159c4545b
3
  size 267832560