Ariffiq99 commited on
Commit
16c1117
·
verified ·
1 Parent(s): 9357fa4

End of training

Browse files
Files changed (2) hide show
  1. README.md +65 -0
  2. model.safetensors +1 -1
README.md ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ license: apache-2.0
4
+ base_model: google-bert/bert-base-uncased
5
+ tags:
6
+ - generated_from_trainer
7
+ metrics:
8
+ - f1
9
+ model-index:
10
+ - name: Randomized_Bert_Stacked_model_100
11
+ results: []
12
+ ---
13
+
14
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
15
+ should probably proofread and complete it, then remove this comment. -->
16
+
17
+ # Randomized_Bert_Stacked_model_100
18
+
19
+ This model is a fine-tuned version of [google-bert/bert-base-uncased](https://huggingface.co/google-bert/bert-base-uncased) on the None dataset.
20
+ It achieves the following results on the evaluation set:
21
+ - Loss: 1.1038
22
+ - F1: 0.5899
23
+
24
+ ## Model description
25
+
26
+ More information needed
27
+
28
+ ## Intended uses & limitations
29
+
30
+ More information needed
31
+
32
+ ## Training and evaluation data
33
+
34
+ More information needed
35
+
36
+ ## Training procedure
37
+
38
+ ### Training hyperparameters
39
+
40
+ The following hyperparameters were used during training:
41
+ - learning_rate: 1e-05
42
+ - train_batch_size: 64
43
+ - eval_batch_size: 64
44
+ - seed: 42
45
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
46
+ - lr_scheduler_type: linear
47
+ - num_epochs: 5
48
+
49
+ ### Training results
50
+
51
+ | Training Loss | Epoch | Step | Validation Loss | F1 |
52
+ |:-------------:|:-----:|:----:|:---------------:|:------:|
53
+ | 1.0272 | 1.0 | 1576 | 1.0783 | 0.5897 |
54
+ | 1.0025 | 2.0 | 3152 | 1.0931 | 0.5869 |
55
+ | 0.9597 | 3.0 | 4728 | 1.0840 | 0.5904 |
56
+ | 0.9409 | 4.0 | 6304 | 1.1012 | 0.5902 |
57
+ | 0.918 | 5.0 | 7880 | 1.1038 | 0.5899 |
58
+
59
+
60
+ ### Framework versions
61
+
62
+ - Transformers 4.44.2
63
+ - Pytorch 2.5.0+cu121
64
+ - Datasets 3.0.2
65
+ - Tokenizers 0.19.1
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:59b1506bd2f8db9041f5eeabee578a477546572efc580131f9a4880fc91af075
3
  size 437955572
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ef60290669d62b952c40e4c6f439b3dc3ed9c5b351632f63853a083937711d94
3
  size 437955572