chrischang80 commited on
Commit
49300dc
1 Parent(s): 31f5449

End of training

Browse files
README.md ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: DistilBert-base-uncased
4
+ tags:
5
+ - generated_from_trainer
6
+ model-index:
7
+ - name: DistilBert-base-uncased-finetuned-imdb-wwm
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
+ # DistilBert-base-uncased-finetuned-imdb-wwm
15
+
16
+ This model is a fine-tuned version of [DistilBert-base-uncased](https://huggingface.co/DistilBert-base-uncased) on an unknown dataset.
17
+ It achieves the following results on the evaluation set:
18
+ - Loss: 3.3063
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-05
38
+ - train_batch_size: 64
39
+ - eval_batch_size: 64
40
+ - seed: 42
41
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
42
+ - lr_scheduler_type: linear
43
+ - num_epochs: 3.0
44
+ - mixed_precision_training: Native AMP
45
+
46
+ ### Training results
47
+
48
+ | Training Loss | Epoch | Step | Validation Loss |
49
+ |:-------------:|:-----:|:----:|:---------------:|
50
+ | 3.5591 | 1.0 | 157 | 3.3218 |
51
+ | 3.4085 | 2.0 | 314 | 3.2862 |
52
+ | 3.3696 | 3.0 | 471 | 3.2796 |
53
+
54
+
55
+ ### Framework versions
56
+
57
+ - Transformers 4.42.4
58
+ - Pytorch 2.3.1+cu121
59
+ - Datasets 2.20.0
60
+ - Tokenizers 0.19.1
runs/Jul24_13-01-29_46df44c123c3/events.out.tfevents.1721826096.46df44c123c3.529.3 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:00b1f82dc39ecd009437bed801ad407ac87d21921ba394602434bda74fcb427f
3
- size 6178
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2ebecbc520623ad0197513f56bcaa0e621da02a311908c5c291457909c45e5c9
3
+ size 6803
runs/Jul24_13-01-29_46df44c123c3/events.out.tfevents.1721826383.46df44c123c3.529.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4f08c38338cec07149fc425c4a42a3f6544fe8d1e272a2cf76af3d507bfb79f1
3
+ size 359