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config.json

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+{
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForSequenceClassification"
+  ],
+  "attention_dropout": 0.1,
+  "cls_token_id": 226,
+  "dim": 256,
+  "dropout": 0.1,
+  "hidden_dim": 1024,
+  "initializer_range": 0.02,
+  "max_position_embeddings": 512,
+  "model_type": "distilbert",
+  "n_heads": 4,
+  "n_layers": 4,
+  "pad_token_id": 4992,
+  "problem_type": "single_label_classification",
+  "qa_dropout": 0.1,
+  "sep_token_id": 1815,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.51.3",
+  "vocab_size": 30522
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3651ff4defd528c6069e1ca7413ec1f99738cc88203565812cb837400116dc10
+size 44690728

special_tokens_map.json

@@ -0,0 +1,51 @@
+{
+  "bos_token": {
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "cls_token": {
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "[SEP]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "[MASK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "[PAD]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "[SEP]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "[UNK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e2a3f9d1bafbbee4f9e86ceda03254e2ee828952047ee96edc5f262caf0ab9f
+size 5649

training_metrics.txt

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+Training Metrics Summary
+========================================
+
+training_loss: 0.0098
+epochs_completed: 3.0000
+original_train_samples: 545828.0000
+windowed_train_features: 762683.0000
+original_validation_samples: 136457.0000
+windowed_validation_features: 194270.0000
+benign_samples_used: 671100.0000
+malicious_samples_used: 11185.0000
+benign_to_malicious_ratio: 60.0000
+vocab_size: 30522.0000
+max_length: 512.0000
+window_stride: 128.0000
+batch_size: 16.0000
+eval_loss: 0.0094
+eval_accuracy: 0.9984
+eval_f1: 0.9532
+eval_precision: 0.9743
+eval_recall: 0.9330
+eval_runtime: 107.9760
+eval_samples_per_second: 1799.1970
+eval_steps_per_second: 112.4510
+epoch: 3.0000
+
+========================================
+Training completed successfully