Hugging Face's logo

Intradiction
/
BERT-SA-LORA

PEFT
TensorBoard
Safetensors
Generated from Trainer
Model card Files Metrics Community
Intradiction commited on
Commit
6208e96
•
1 Parent(s): f855c69

End of training

Browse files
Files changed (3) hide show
  1. README.md +13 -8
  2. adapter_model.safetensors +1 -1
  3. runs/Mar15_16-07-19_c9face729cf4/events.out.tfevents.1710518840.c9face729cf4.247.5 +2 -2
README.md CHANGED
@@ -18,8 +18,8 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
- - Loss: 0.4047
22
- - Accuracy: 0.835
23
 
24
  ## Model description
25
 
@@ -44,17 +44,22 @@ The following hyperparameters were used during training:
44
  - seed: 42
45
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
46
  - lr_scheduler_type: linear
47
- - num_epochs: 5
48
 
49
  ### Training results
50
 
51
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
52
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
53
- | No log | 1.0 | 125 | 0.6581 | 0.639 |
54
- | No log | 2.0 | 250 | 0.5742 | 0.716 |
55
- | No log | 3.0 | 375 | 0.4301 | 0.817 |
56
- | 0.5534 | 4.0 | 500 | 0.3904 | 0.837 |
57
- | 0.5534 | 5.0 | 625 | 0.4047 | 0.835 |
 
 
 
 
 
58
 
59
 
60
  ### Framework versions
 
18
 
19
  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 0.3776
22
+ - Accuracy: 0.873
23
 
24
  ## Model description
25
 
 
44
  - seed: 42
45
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
46
  - lr_scheduler_type: linear
47
+ - num_epochs: 10
48
 
49
  ### Training results
50
 
51
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
52
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
53
+ | No log | 1.0 | 125 | 0.5379 | 0.74 |
54
+ | No log | 2.0 | 250 | 0.4962 | 0.78 |
55
+ | No log | 3.0 | 375 | 0.4127 | 0.827 |
56
+ | 0.4731 | 4.0 | 500 | 0.3871 | 0.849 |
57
+ | 0.4731 | 5.0 | 625 | 0.3720 | 0.861 |
58
+ | 0.4731 | 6.0 | 750 | 0.4096 | 0.858 |
59
+ | 0.4731 | 7.0 | 875 | 0.3971 | 0.869 |
60
+ | 0.2887 | 8.0 | 1000 | 0.3856 | 0.868 |
61
+ | 0.2887 | 9.0 | 1125 | 0.3751 | 0.872 |
62
+ | 0.2887 | 10.0 | 1250 | 0.3776 | 0.873 |
63
 
64
 
65
  ### Framework versions
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5d3dbcf8af86901ec8cafd1875a881728b39b46628b4afe0bb63456672a268c2
3
  size 238656
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f423e3ba5d769906b71c3ff2a8d6ad2f24751ff4de2d7230caa01920b11bea95
3
  size 238656
runs/Mar15_16-07-19_c9face729cf4/events.out.tfevents.1710518840.c9face729cf4.247.5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6f22289caf16240323a3a572cce5d91df466944fbaeff07e38d32dd0ee5ec5ce
3
- size 7917
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:57eb285304cb7c0bc049b5e64858dae1dd2e88873695f0be710a14919b12e7a5
3
+ size 8594