shanshanwang commited on
Commit
be195aa
1 Parent(s): cd4bf51

End of training

Browse files
README.md ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ license: apache-2.0
4
+ base_model: distilbert-base-uncased
5
+ tags:
6
+ - generated_from_trainer
7
+ metrics:
8
+ - accuracy
9
+ - f1
10
+ model-index:
11
+ - name: finetuning-sentiment-model-5000-samples
12
+ results: []
13
+ ---
14
+
15
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
16
+ should probably proofread and complete it, then remove this comment. -->
17
+
18
+ # finetuning-sentiment-model-5000-samples
19
+
20
+ This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
21
+ It achieves the following results on the evaluation set:
22
+ - Loss: 0.2858
23
+ - Accuracy: 0.89
24
+ - F1: 0.8911
25
+
26
+ ## Model description
27
+
28
+ More information needed
29
+
30
+ ## Intended uses & limitations
31
+
32
+ More information needed
33
+
34
+ ## Training and evaluation data
35
+
36
+ More information needed
37
+
38
+ ## Training procedure
39
+
40
+ ### Training hyperparameters
41
+
42
+ The following hyperparameters were used during training:
43
+ - learning_rate: 2e-05
44
+ - train_batch_size: 16
45
+ - eval_batch_size: 16
46
+ - seed: 42
47
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
48
+ - lr_scheduler_type: linear
49
+ - num_epochs: 2
50
+
51
+ ### Training results
52
+
53
+
54
+
55
+ ### Framework versions
56
+
57
+ - Transformers 4.44.2
58
+ - Pytorch 2.4.1+rocm6.1
59
+ - Datasets 2.21.0
60
+ - Tokenizers 0.19.1
runs/Sep24_13-39-06_nid005050/events.out.tfevents.1727174350.nid005050.57750.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:cc06ba13747a5711a8efebc8739b315f261e684e137347d38f08835d436e4670
3
- size 5071
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2feadd07226c8c59fe50b5109cdee4fe5b6baceb864945022961fcf72bebfb73
3
+ size 5425
runs/Sep24_13-39-06_nid005050/events.out.tfevents.1727174659.nid005050.57750.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d65a1fc35c918fc233371f334a78be92ea025553e9e6f79cc308da24fe942e44
3
+ size 457