liwii commited on
Commit
1d4779e
1 Parent(s): d4c1f7a

factual-consistency-classification-ja-avgpool-unfrozen

Browse files
Files changed (2) hide show
  1. README.md +63 -0
  2. pytorch_model.bin +1 -1
README.md ADDED
@@ -0,0 +1,63 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: line-corporation/line-distilbert-base-japanese
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - accuracy
8
+ model-index:
9
+ - name: factual-consistency-classification-ja-avgpool-unfrozen
10
+ results: []
11
+ ---
12
+
13
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
14
+ should probably proofread and complete it, then remove this comment. -->
15
+
16
+ # factual-consistency-classification-ja-avgpool-unfrozen
17
+
18
+ This model is a fine-tuned version of [line-corporation/line-distilbert-base-japanese](https://huggingface.co/line-corporation/line-distilbert-base-japanese) on the None dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 0.2583
21
+ - Accuracy: 0.9121
22
+
23
+ ## Model description
24
+
25
+ More information needed
26
+
27
+ ## Intended uses & limitations
28
+
29
+ More information needed
30
+
31
+ ## Training and evaluation data
32
+
33
+ More information needed
34
+
35
+ ## Training procedure
36
+
37
+ ### Training hyperparameters
38
+
39
+ The following hyperparameters were used during training:
40
+ - learning_rate: 0.0001
41
+ - train_batch_size: 64
42
+ - eval_batch_size: 8
43
+ - seed: 42
44
+ - distributed_type: tpu
45
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
46
+ - lr_scheduler_type: linear
47
+ - num_epochs: 3
48
+
49
+ ### Training results
50
+
51
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
52
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
53
+ | No log | 1.0 | 306 | 0.2837 | 0.8691 |
54
+ | 0.3826 | 2.0 | 612 | 0.2294 | 0.9121 |
55
+ | 0.3826 | 3.0 | 918 | 0.2583 | 0.9121 |
56
+
57
+
58
+ ### Framework versions
59
+
60
+ - Transformers 4.34.0
61
+ - Pytorch 2.0.0+cu118
62
+ - Datasets 2.14.5
63
+ - Tokenizers 0.14.0
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:cd06c76fd4744a0f96cdfc6e503f407d0dd362568df3ba3820e5a506651aec47
3
  size 274758317
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:390a1376b55d0a5cdb115d69efa353749e7692da857a69abd0246f3d656cf9af
3
  size 274758317