Update phish_config.json

phish_config.json

@@ -1,29 +1,21 @@
 {
-  "_name_or_path": "bert-large-uncased",
-  "architectures": [
-    "BertForSequenceClassification"
-  ],
+  "_name_or_path": "bert-base-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"
-  },
+  "hidden_size": 768,  // Changed to 768 for bert-base-uncased
+  "id2label": { "0": "benign", "1": "phishing" },
   "initializer_range": 0.02,
-  "intermediate_size": 4096,
-  "label2id": {
-    "benign": 0,
-    "phishing": 1
-  },
+  "intermediate_size": 3072,  // Changed to 3072 for bert-base-uncased
+  "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,
+  "num_attention_heads": 12,  // Changed to 12 for bert-base-uncased
+  "num_hidden_layers": 12,   // Changed to 12 for bert-base-uncased
   "pad_token_id": 0,
   "position_embedding_type": "absolute",
   "problem_type": "single_label_classification",
@@ -32,4 +24,4 @@
   "type_vocab_size": 2,
   "use_cache": true,
   "vocab_size": 30522
-}
+}