Sacralet commited on
Commit
22f5c84
·
verified ·
1 Parent(s): e5507b8

End of training

Browse files
Files changed (3) hide show
  1. README.md +65 -0
  2. generation_config.json +5 -0
  3. model.safetensors +1 -1
README.md ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: bert-large-uncased
4
+ tags:
5
+ - generated_from_trainer
6
+ model-index:
7
+ - name: dbw-bert-large-1
8
+ results: []
9
+ ---
10
+
11
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
+ should probably proofread and complete it, then remove this comment. -->
13
+
14
+ # dbw-bert-large-1
15
+
16
+ This model is a fine-tuned version of [bert-large-uncased](https://huggingface.co/bert-large-uncased) on an unknown dataset.
17
+ It achieves the following results on the evaluation set:
18
+ - Loss: 0.0728
19
+
20
+ ## Model description
21
+
22
+ More information needed
23
+
24
+ ## Intended uses & limitations
25
+
26
+ More information needed
27
+
28
+ ## Training and evaluation data
29
+
30
+ More information needed
31
+
32
+ ## Training procedure
33
+
34
+ ### Training hyperparameters
35
+
36
+ The following hyperparameters were used during training:
37
+ - learning_rate: 2e-07
38
+ - train_batch_size: 64
39
+ - eval_batch_size: 8
40
+ - seed: 42
41
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
42
+ - lr_scheduler_type: cosine
43
+ - lr_scheduler_warmup_ratio: 0.03
44
+ - num_epochs: 3
45
+
46
+ ### Training results
47
+
48
+ | Training Loss | Epoch | Step | Validation Loss |
49
+ |:-------------:|:-----:|:----:|:---------------:|
50
+ | 3.0555 | 0.36 | 200 | 3.2109 |
51
+ | 1.2673 | 0.71 | 400 | 1.0203 |
52
+ | 0.3153 | 1.07 | 600 | 0.2516 |
53
+ | 0.1461 | 1.42 | 800 | 0.1146 |
54
+ | 0.1046 | 1.78 | 1000 | 0.0854 |
55
+ | 0.0929 | 2.13 | 1200 | 0.0762 |
56
+ | 0.085 | 2.49 | 1400 | 0.0734 |
57
+ | 0.0881 | 2.84 | 1600 | 0.0728 |
58
+
59
+
60
+ ### Framework versions
61
+
62
+ - Transformers 4.36.2
63
+ - Pytorch 2.1.2+cu121
64
+ - Datasets 2.16.1
65
+ - Tokenizers 0.15.0
generation_config.json ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ {
2
+ "_from_model_config": true,
3
+ "pad_token_id": 0,
4
+ "transformers_version": "4.36.2"
5
+ }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c56e8b63e1663798c6f19cb06e0c158c089b14d599e010aa48028e443a30fc94
3
  size 1340745016
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8967f6bfe1b76655d56bf4f071d275d6892e66f3309077d40065eadd73a39c66
3
  size 1340745016