Hugging Face's logo

jco1
/
results_bert_full

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
jco1 commited on
Commit
dcb2cd6
·
verified ·
1 Parent(s): 6f8530f

jco1/causality_bert_v2

Browse files
Files changed (4) hide show
  1. README.md +13 -13
  2. model.safetensors +1 -1
  3. runs/Jan06_20-58-12_ae3b36722b79/events.out.tfevents.1736197095.ae3b36722b79.1162.0 +3 -0
  4. training_args.bin +1 -1
README.md CHANGED
@@ -19,9 +19,9 @@ should probably proofread and complete it, then remove this comment. -->
19
 
20
  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset.
21
  It achieves the following results on the evaluation set:
22
- - Loss: 0.6145
23
- - Accuracy: 0.882
24
- - F1: 0.8742
25
 
26
  ## Model description
27
 
@@ -52,16 +52,16 @@ The following hyperparameters were used during training:
52
 
53
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
54
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
55
- | 0.4756 | 1.0 | 500 | 0.3749 | 0.843 | 0.7987 |
56
- | 0.3806 | 2.0 | 1000 | 0.4612 | 0.864 | 0.8411 |
57
- | 0.3617 | 3.0 | 1500 | 0.4227 | 0.876 | 0.8649 |
58
- | 0.3084 | 4.0 | 2000 | 0.5127 | 0.881 | 0.8660 |
59
- | 0.2555 | 5.0 | 2500 | 0.4866 | 0.878 | 0.8729 |
60
- | 0.2351 | 6.0 | 3000 | 0.5176 | 0.873 | 0.8720 |
61
- | 0.199 | 7.0 | 3500 | 0.5732 | 0.875 | 0.8713 |
62
- | 0.1564 | 8.0 | 4000 | 0.5882 | 0.877 | 0.8654 |
63
- | 0.1345 | 9.0 | 4500 | 0.5820 | 0.881 | 0.8706 |
64
- | 0.1158 | 10.0 | 5000 | 0.6145 | 0.882 | 0.8742 |
65
 
66
 
67
  ### Framework versions
 
19
 
20
  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset.
21
  It achieves the following results on the evaluation set:
22
+ - Loss: 0.5038
23
+ - Accuracy: 0.876
24
+ - F1: 0.8654
25
 
26
  ## Model description
27
 
 
52
 
53
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
54
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
55
+ | 0.4682 | 1.0 | 500 | 0.3929 | 0.838 | 0.8325 |
56
+ | 0.4017 | 2.0 | 1000 | 0.4347 | 0.833 | 0.7715 |
57
+ | 0.3825 | 3.0 | 1500 | 0.6541 | 0.779 | 0.7984 |
58
+ | 0.3609 | 4.0 | 2000 | 0.4493 | 0.851 | 0.8484 |
59
+ | 0.3404 | 5.0 | 2500 | 0.4276 | 0.843 | 0.7941 |
60
+ | 0.3184 | 6.0 | 3000 | 0.3935 | 0.864 | 0.8509 |
61
+ | 0.2792 | 7.0 | 3500 | 0.3839 | 0.867 | 0.8519 |
62
+ | 0.2919 | 8.0 | 4000 | 0.5530 | 0.855 | 0.8216 |
63
+ | 0.2404 | 9.0 | 4500 | 0.5326 | 0.865 | 0.8603 |
64
+ | 0.2139 | 10.0 | 5000 | 0.5038 | 0.876 | 0.8654 |
65
 
66
 
67
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:fbcc9ee4923200fd631eab4bace9440569437cf352dfa9662c9687423947e6c6
3
  size 437958648
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:539dc9068f79d4d71fee951b926a51c5181db215f269df475c249fad89bfe4db
3
  size 437958648
runs/Jan06_20-58-12_ae3b36722b79/events.out.tfevents.1736197095.ae3b36722b79.1162.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5b6274a16289df9d45e5f94c688295004b5361dbabdf65f1d72a70bbb6b27419
3
+ size 11214
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:93127c17cea0a1e9cbcc7254b085656504f86a8c793f59b9ece7e9dffcf9d16c
3
  size 5368
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9b7c4f29d8e3df22ba7d013e40fdc069ccc247b6572497a241c888b4cccc2002
3
  size 5368