Upload BERT finetuned in phishing text

config.json

@@ -0,0 +1,35 @@
+{
+  "_name_or_path": "bert-large-uncased",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 1024,
+  "id2label": {
+    "0": "benign",
+    "1": "phishing"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "label2id": {
+    "benign": 0,
+    "phishing": 1
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 16,
+  "num_hidden_layers": 24,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31c27019bdaabc5fead6ff32c80564162a89edd859192c31d2a30250453ff42c
+size 1340622760

rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:827160f951761c9648cd139ab58dfbe1c535d1bfa378de7cd4f94f5c1468c330
+size 14244

scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:075770339eb1a6fd4bfa1865763cf32cc0933863461a8d6fc1a79eaee4ed3d01
+size 1064

special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,55 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

trainer_state.json

@@ -0,0 +1,77 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 1.0,
+  "eval_steps": 500,
+  "global_step": 4028,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.12,
+      "learning_rate": 1.7517378351539228e-05,
+      "loss": 0.2967,
+      "step": 500
+    },
+    {
+      "epoch": 0.25,
+      "learning_rate": 1.5034756703078453e-05,
+      "loss": 0.1741,
+      "step": 1000
+    },
+    {
+      "epoch": 0.37,
+      "learning_rate": 1.2552135054617678e-05,
+      "loss": 0.1583,
+      "step": 1500
+    },
+    {
+      "epoch": 0.5,
+      "learning_rate": 1.0069513406156904e-05,
+      "loss": 0.1125,
+      "step": 2000
+    },
+    {
+      "epoch": 0.62,
+      "learning_rate": 7.586891757696128e-06,
+      "loss": 0.1219,
+      "step": 2500
+    },
+    {
+      "epoch": 0.74,
+      "learning_rate": 5.104270109235353e-06,
+      "loss": 0.1132,
+      "step": 3000
+    },
+    {
+      "epoch": 0.87,
+      "learning_rate": 2.621648460774578e-06,
+      "loss": 0.0685,
+      "step": 3500
+    },
+    {
+      "epoch": 0.99,
+      "learning_rate": 1.390268123138034e-07,
+      "loss": 0.0517,
+      "step": 4000
+    },
+    {
+      "epoch": 1.0,
+      "eval_loss": 0.05255265533924103,
+      "eval_runtime": 408.8132,
+      "eval_samples_per_second": 9.853,
+      "eval_steps_per_second": 2.463,
+      "step": 4028
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 4028,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 1,
+  "save_steps": 500,
+  "total_flos": 1.281958958822976e+16,
+  "train_batch_size": 4,
+  "trial_name": null,
+  "trial_params": null
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e0cd93761b3850a5fcba98bb24a0efd9fdd5d922948f23988d32ec71d09cb68
+size 4728