iTroned commited on
Commit
c743498
·
verified ·
1 Parent(s): 897e402

Model save

Browse files
Files changed (2) hide show
  1. README.md +17 -0
  2. model.safetensors +1 -1
README.md CHANGED
@@ -16,6 +16,14 @@ should probably proofread and complete it, then remove this comment. -->
16
  # neobert_test
17
 
18
  This model is a fine-tuned version of [chandar-lab/NeoBERT](https://huggingface.co/chandar-lab/NeoBERT) on an unknown dataset.
 
 
 
 
 
 
 
 
19
 
20
  ## Model description
21
 
@@ -42,6 +50,15 @@ The following hyperparameters were used during training:
42
  - lr_scheduler_type: linear
43
  - num_epochs: 10
44
 
 
 
 
 
 
 
 
 
 
45
  ### Framework versions
46
 
47
  - Transformers 4.50.2
 
16
  # neobert_test
17
 
18
  This model is a fine-tuned version of [chandar-lab/NeoBERT](https://huggingface.co/chandar-lab/NeoBERT) on an unknown dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 0.2391
21
+ - Accuracy Offensive: 0.9441
22
+ - F1 Offensive: 0.9425
23
+ - Accuracy Targeted: 0.9441
24
+ - F1 Targeted: 0.9173
25
+ - Accuracy Stance: 0.9079
26
+ - F1 Stance: 0.8717
27
 
28
  ## Model description
29
 
 
50
  - lr_scheduler_type: linear
51
  - num_epochs: 10
52
 
53
+ ### Training results
54
+
55
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy Offensive | F1 Offensive | Accuracy Targeted | F1 Targeted | Accuracy Stance | F1 Stance |
56
+ |:-------------:|:-----:|:----:|:---------------:|:------------------:|:------------:|:-----------------:|:-----------:|:---------------:|:---------:|
57
+ | 0.5266 | 1.0 | 1490 | 0.2391 | 0.9441 | 0.9425 | 0.9441 | 0.9173 | 0.9079 | 0.8717 |
58
+ | 0.2303 | 2.0 | 2980 | 0.2468 | 0.9441 | 0.9425 | 0.9441 | 0.9173 | 0.9079 | 0.8717 |
59
+ | 0.2159 | 3.0 | 4470 | 0.2442 | 0.9441 | 0.9425 | 0.9441 | 0.9173 | 0.9079 | 0.8717 |
60
+
61
+
62
  ### Framework versions
63
 
64
  - Transformers 4.50.2
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d989c5eafcb59629a628573f5dadfd14803e85b482d2e235dc740f3f2fc27488
3
  size 95428636
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3db4950a995c5a17ee2b7f842bee8ebd936b72ef03e9f18b09e0c608f3a3376c
3
  size 95428636