Colabng commited on
Commit
c96125f
·
verified ·
1 Parent(s): 3197f4a

Colabng/twitter_bank_scam_classifier

Browse files
README.md CHANGED
@@ -20,9 +20,9 @@ should probably proofread and complete it, then remove this comment. -->
20
 
21
  This model is a fine-tuned version of [google-bert/bert-base-uncased](https://huggingface.co/google-bert/bert-base-uncased) on the None dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.7566
24
- - Accuracy: 0.64
25
- - Auc: 0.67
26
 
27
  ## Model description
28
 
@@ -53,14 +53,14 @@ The following hyperparameters were used during training:
53
 
54
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Auc |
55
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:----:|
56
- | 0.7449 | 1.0 | 11 | 0.7669 | 0.5 | 0.66 |
57
- | 0.7084 | 2.0 | 22 | 0.7566 | 0.64 | 0.67 |
58
 
59
 
60
  ### Framework versions
61
 
62
  - PEFT 0.16.0
63
  - Transformers 4.53.3
64
- - Pytorch 2.7.1+cpu
65
  - Datasets 4.0.0
66
  - Tokenizers 0.21.2
 
20
 
21
  This model is a fine-tuned version of [google-bert/bert-base-uncased](https://huggingface.co/google-bert/bert-base-uncased) on the None dataset.
22
  It achieves the following results on the evaluation set:
23
+ - Loss: 0.7791
24
+ - Accuracy: 0.5
25
+ - Auc: 0.55
26
 
27
  ## Model description
28
 
 
53
 
54
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Auc |
55
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:----:|
56
+ | 0.7848 | 1.0 | 11 | 0.7885 | 0.45 | 0.51 |
57
+ | 0.633 | 2.0 | 22 | 0.7791 | 0.5 | 0.55 |
58
 
59
 
60
  ### Framework versions
61
 
62
  - PEFT 0.16.0
63
  - Transformers 4.53.3
64
+ - Pytorch 2.7.1+cu126
65
  - Datasets 4.0.0
66
  - Tokenizers 0.21.2
adapter_config.json CHANGED
@@ -28,8 +28,8 @@
28
  "rank_pattern": {},
29
  "revision": null,
30
  "target_modules": [
31
- "key",
32
  "query",
 
33
  "value"
34
  ],
35
  "task_type": "SEQ_CLS",
 
28
  "rank_pattern": {},
29
  "revision": null,
30
  "target_modules": [
 
31
  "query",
32
+ "key",
33
  "value"
34
  ],
35
  "task_type": "SEQ_CLS",
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:fd6ab6fde9b36810e90f70609a7a3ee618b9b69b51b0a9408922da72f0b9a579
3
  size 95583552
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5580fd44bf139499264952161a4a99221479e20c6483be68ca4f2f93f18d9307
3
  size 95583552
runs/Sep07_02-05-34_job-d2uefgre5dus73em5ce0-lkc94/events.out.tfevents.1757210735.job-d2uefgre5dus73em5ce0-lkc94 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ed5c45166c32e2920438a6d47fb5f72e4a085c32c6890c70c29745167e295839
3
+ size 6555
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4daa0d8d24dab83655ff5277850650b8124d530a5ed73a0f7f4b2731a444325c
3
  size 5777
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:50642fb26aa03cdce1003e6488c68fdfe7140baf3fc4d0e9dd5b52473ebf4262
3
  size 5777