Colabng commited on
Commit
47f1ab6
·
verified ·
1 Parent(s): 2785fdc

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: 0.6500
24
- - Accuracy: 0.64
25
- - Auc: 0.7
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
- | 0.6946 | 1.0 | 11 | 0.6352 | 0.64 | 0.74 |
57
- | 0.6177 | 2.0 | 22 | 0.6500 | 0.64 | 0.7 |
58
 
59
 
60
  ### Framework versions
61
 
62
  - PEFT 0.16.0
63
  - Transformers 4.53.3
64
- - Pytorch 2.7.1
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: 0.7974
24
+ - Accuracy: 0.55
25
+ - Auc: 0.54
26
 
27
  ## Model description
28
 
 
53
 
54
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Auc |
55
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:----:|
56
+ | 0.6974 | 1.0 | 11 | 0.7115 | 0.59 | 0.53 |
57
+ | 0.6953 | 2.0 | 22 | 0.7974 | 0.55 | 0.54 |
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
@@ -28,9 +28,9 @@
28
  "rank_pattern": {},
29
  "revision": null,
30
  "target_modules": [
 
31
  "query",
32
- "key",
33
- "value"
34
  ],
35
  "task_type": "SEQ_CLS",
36
  "trainable_token_indices": null,
 
28
  "rank_pattern": {},
29
  "revision": null,
30
  "target_modules": [
31
+ "value",
32
  "query",
33
+ "key"
 
34
  ],
35
  "task_type": "SEQ_CLS",
36
  "trainable_token_indices": null,
adapter_model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:900ea935156d25775d03c4780f59a71539223b2b8fab323559ff46ccf2667d72
3
  size 95583552
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e668bdd70f8396635b55202de76104354d0c02d5e18c1394158a470bdf2d91df
3
  size 95583552
runs/Aug28_23-03-37_crn-d2ckhvruibrs738j7ur0-29273700-hb52l/events.out.tfevents.1756422217.crn-d2ckhvruibrs738j7ur0-29273700-hb52l ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:85d8e313a37a88cbdc724ae6e0453d351b437f6f0fbfab01d1c342eb8753f0fc
3
+ size 6564
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:102a06e88e82f3105f4b1b18e1201e1bf3cb53ec527077e0d4755b69edbda986
3
- size 5777
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ef3c1946df2e206afd9e7872ba540e6d1cf6035915011ef26c88c6882d45a382
3
+ size 5841