annabellehuether commited on
Commit
e6cfc08
·
1 Parent(s): 3e7e2ed

Training completed!

Browse files
README.md ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: cc-by-sa-4.0
3
+ base_model: nlpaueb/legal-bert-base-uncased
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - accuracy
8
+ model-index:
9
+ - name: partisan-legal-bert-base-uncased-supreme-court-32batch_3epoch_5e5lr_01wd
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
+ # partisan-legal-bert-base-uncased-supreme-court-32batch_3epoch_5e5lr_01wd
17
+
18
+ This model is a fine-tuned version of [nlpaueb/legal-bert-base-uncased](https://huggingface.co/nlpaueb/legal-bert-base-uncased) on the None dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 0.6765
21
+ - Accuracy: 0.6485
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: 5e-05
41
+ - train_batch_size: 32
42
+ - eval_batch_size: 32
43
+ - seed: 7
44
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
+ - lr_scheduler_type: linear
46
+ - num_epochs: 3
47
+
48
+ ### Training results
49
+
50
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
52
+ | 0.6388 | 1.0 | 660 | 0.5573 | 0.6578 |
53
+ | 0.5927 | 2.0 | 1320 | 0.5635 | 0.6578 |
54
+ | 0.5289 | 3.0 | 1980 | 0.6765 | 0.6485 |
55
+
56
+
57
+ ### Framework versions
58
+
59
+ - Transformers 4.35.1
60
+ - Pytorch 2.1.0+cu121
61
+ - Datasets 2.14.6
62
+ - Tokenizers 0.14.1
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5c7f61b230a9dcec756bef2c07075f80eeec098e65284583668357285993e31e
3
  size 437958648
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:46cdba470b313092e8da51909123cfa4751c639e9d85fb070aa591d72e85da02
3
  size 437958648
runs/Dec03_19-55-26_gr009.hpc.nyu.edu/events.out.tfevents.1701651329.gr009.hpc.nyu.edu.2129628.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d68b5186e1e03c2cc41a5ab8e2c35d73593a5c9ea8013ff7666571a6c5a8761f
3
- size 5538
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7c0a3ca1965c4f9a1a3f4630122d3fabb8d9a0c814512c4f50810f0766c02f40
3
+ size 6215