Hugging Face's logo

jco1
/
results_bert_full

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Model card Files Metrics Community
jco1 commited on
Commit
b4e1888
·
verified ·
1 Parent(s): dcb2cd6

jco1/causality_bert_v3

Browse files
Files changed (4) hide show
  1. README.md +13 -13
  2. model.safetensors +1 -1
  3. runs/Jan15_12-45-24_6330254ada90/events.out.tfevents.1736945126.6330254ada90.994.0 +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: 0.5038
23
- - Accuracy: 0.876
24
- - F1: 0.8654
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
- | 0.4682 | 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
 
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: 0.4327
23
+ - Accuracy: 0.8533
24
+ - F1: 0.8517
25
 
26
  ## Model description
27
 
 
52
 
53
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
54
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
55
+ | No log | 1.0 | 450 | 0.4571 | 0.8367 | 0.7623 |
56
+ | 0.4531 | 2.0 | 900 | 0.4590 | 0.8367 | 0.7623 |
57
+ | 0.4643 | 3.0 | 1350 | 0.4480 | 0.8367 | 0.7623 |
58
+ | 0.4537 | 4.0 | 1800 | 0.4498 | 0.8367 | 0.7623 |
59
+ | 0.4508 | 5.0 | 2250 | 0.4466 | 0.8367 | 0.7623 |
60
+ | 0.4531 | 6.0 | 2700 | 0.4467 | 0.8367 | 0.7623 |
61
+ | 0.4553 | 7.0 | 3150 | 0.4498 | 0.8367 | 0.7623 |
62
+ | 0.4388 | 8.0 | 3600 | 0.4473 | 0.8367 | 0.7623 |
63
+ | 0.3981 | 9.0 | 4050 | 0.3563 | 0.8722 | 0.8472 |
64
+ | 0.2981 | 10.0 | 4500 | 0.4327 | 0.8533 | 0.8517 |
65
 
66
 
67
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:539dc9068f79d4d71fee951b926a51c5181db215f269df475c249fad89bfe4db
3
  size 437958648
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:50b3c5b94a60f7c98a59fc61b820d234992a4b9c9c9e08a56d949190ba00b5f8
3
  size 437958648
runs/Jan15_12-45-24_6330254ada90/events.out.tfevents.1736945126.6330254ada90.994.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7ad9a626874af0e4b7b0a84efb47168080c5b44f44538ce570bb900c7a10ccf7
3
+ size 11003
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9b7c4f29d8e3df22ba7d013e40fdc069ccc247b6572497a241c888b4cccc2002
3
  size 5368
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:acfb2302e2e100bf2f7c16b5a2c813c5404129f4f937e540ebe7ad5639f4b712
3
  size 5368