Hugging Face's logo

KalaiselvanD
/
albert_model__25_1

Text Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
text-embeddings-inference
Model card Files
xet
Metrics Community
KalaiselvanD commited on
Commit
1a5c955
·
verified ·
1 Parent(s): 04c1bcc

kalai_bert_model_test_4

Browse files
Files changed (5) hide show
  1. README.md +13 -6
  2. model.safetensors +1 -1
  3. runs/Apr25_06-12-10_46fcc61cfd42/events.out.tfevents.1714025531.46fcc61cfd42.624.2 +3 -0
  4. runs/Apr25_06-12-10_46fcc61cfd42/events.out.tfevents.1714025762.46fcc61cfd42.624.3 +3 -0
  5. training_args.bin +1 -1
README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
17
 
18
  This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
- - Loss: 0.5405
21
- - Accuracy: 0.7643
22
 
23
  ## Model description
24
 
@@ -43,15 +43,22 @@ The following hyperparameters were used during training:
43
  - seed: 42
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
- | No log | 1.0 | 355 | 0.5661 | 0.7481 |
53
- | 0.6783 | 2.0 | 710 | 0.5405 | 0.7643 |
54
- | 0.4391 | 3.0 | 1065 | 0.5681 | 0.7678 |
 
 
 
 
 
 
 
55
 
56
 
57
  ### Framework versions
 
17
 
18
  This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 0.4995
21
+ - Accuracy: 0.7833
22
 
23
  ## Model description
24
 
 
43
  - seed: 42
44
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
  - lr_scheduler_type: linear
46
+ - num_epochs: 10
47
 
48
  ### Training results
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
52
+ | No log | 1.0 | 355 | 0.5751 | 0.7424 |
53
+ | 0.6685 | 2.0 | 710 | 0.4995 | 0.7833 |
54
+ | 0.4105 | 3.0 | 1065 | 0.5366 | 0.7826 |
55
+ | 0.4105 | 4.0 | 1420 | 0.6784 | 0.7784 |
56
+ | 0.2443 | 5.0 | 1775 | 0.7940 | 0.7812 |
57
+ | 0.1393 | 6.0 | 2130 | 0.9600 | 0.7826 |
58
+ | 0.1393 | 7.0 | 2485 | 1.0671 | 0.7763 |
59
+ | 0.0921 | 8.0 | 2840 | 1.1389 | 0.7812 |
60
+ | 0.0456 | 9.0 | 3195 | 1.2180 | 0.7826 |
61
+ | 0.0297 | 10.0 | 3550 | 1.2229 | 0.7791 |
62
 
63
 
64
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:77639ff278ab1b96aeff8fdb8b8b1437741ce1fc236683e1150c1340b3e29e5c
3
  size 267835644
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fa6fe1ab5c63981d566caba3f340e670518741be421c3d676ad5ddfa88483e3f
3
  size 267835644
runs/Apr25_06-12-10_46fcc61cfd42/events.out.tfevents.1714025531.46fcc61cfd42.624.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d9fc81e5bf9b14513205300afdcf90aa38f8effb2bf63833cf82c892259827df
3
+ size 9771
runs/Apr25_06-12-10_46fcc61cfd42/events.out.tfevents.1714025762.46fcc61cfd42.624.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f908f40b35cc1217043a21c0ba267bb6da9475a673c922f9a36e97554066b631
3
+ size 411
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7fa8ea01f848096db4b6a993e173a1ddf116f24cf50ba6c405b1226a0682e4f8
3
  size 4984
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b3cfb68154bf036510ac746ac162b1778f2cba42a82cf41561818840e896b84a
3
  size 4984