OhWayTee/Cybersecurity-News-Model/model1

README.md

@@ -18,9 +18,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0420
-- Accuracy: 0.993
-- Auc: 1.0
+- Loss: 0.6361
+- Accuracy: 0.686
+- Auc: 0.53
 
 ## Model description
 
@@ -49,9 +49,9 @@ The following hyperparameters were used during training:
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Accuracy | Auc |
-|:-------------:|:-----:|:----:|:---------------:|:--------:|:---:|
-| 0.0232        | 1.0   | 66   | 0.0420          | 0.993    | 1.0 |
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | Auc  |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:----:|
+| 0.6437        | 1.0   | 447  | 0.6361          | 0.686    | 0.53 |
 
 
 ### Framework versions

config.json

@@ -10,8 +10,8 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "IsCyber",
-    "1": "IsNotCyber"
+    "0": "IsNotCyber",
+    "1": "IsCyber"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,

model.safetensors

@@ -1,3 +1,3 @@
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+oid sha256:34d893a0fc9dff2cd82fd55a096e95201e87046b544f86c1adb9d33acd09f15b
 size 437958648

runs/Nov08_06-32-17_e181ffc67936/events.out.tfevents.1731047540.e181ffc67936.763.0

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+size 5060

runs/Nov08_06-32-17_e181ffc67936/events.out.tfevents.1731047815.e181ffc67936.763.1

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+size 5995

tokenizer_config.json

@@ -43,11 +43,9 @@
   },
   "clean_up_tokenization_spaces": true,
   "cls_token": "[CLS]",
-  "do_basic_tokenize": true,
   "do_lower_case": true,
   "mask_token": "[MASK]",
   "model_max_length": 512,
-  "never_split": null,
   "pad_token": "[PAD]",
   "sep_token": "[SEP]",
   "strip_accents": null,

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7959f24ab2f9611eb0eb1bea57a2e25bf0f780c8aff8891ddf976c8ac941d142
+oid sha256:7b545be851cf886c8ce2c0525566637c09ea5e091d7431104f5b480e61609fc6
 size 5176