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config.json

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+{
+  "_num_labels": 5,
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "directionality": "bidi",
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "output_past": true,
+  "pad_token_id": 0,
+  "pooler_fc_size": 768,
+  "pooler_num_attention_heads": 12,
+  "pooler_num_fc_layers": 3,
+  "pooler_size_per_head": 128,
+  "pooler_type": "first_token_transform",
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.50.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 50000
+}

evaluation_results_notebook.json

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+{
+    "total_samples": 13877,
+    "accuracy": 0.8191972328313036,
+    "macro_precision": 0.7790829047956884,
+    "macro_recall": 0.7866806876855881,
+    "macro_f1": 0.7826562208743693,
+    "average_loss": 0.837552914252506,
+    "classification_report": {
+        "label_0": {
+            "precision": 0.880276602332542,
+            "recall": 0.8634338935007086,
+            "f1-score": 0.871773905044207,
+            "support": 9878.0
+        },
+        "label_1": {
+            "precision": 0.6778892072588347,
+            "recall": 0.7099274818704676,
+            "f1-score": 0.6935385367045316,
+            "support": 3999.0
+        },
+        "accuracy": 0.8191972328313036,
+        "macro avg": {
+            "precision": 0.7790829047956884,
+            "recall": 0.7866806876855881,
+            "f1-score": 0.7826562208743693,
+            "support": 13877.0
+        },
+        "weighted avg": {
+            "precision": 0.8219536800222621,
+            "recall": 0.8191972328313036,
+            "f1-score": 0.8204109852495568,
+            "support": 13877.0
+        }
+    },
+    "confusion_matrix": [
+        [
+            8529,
+            1349
+        ],
+        [
+            1160,
+            2839
+        ]
+    ],
+    "evaluation_duration_seconds": 177.72954201698303
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:216e88b4e2e1f65e016576d7dfb5837d7edc346b9ab614c0047bbdef4691d82a
+size 497795072

optimizer.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9336ace4396989ba2f8fb0864fc01d75566dde06161ac43f930f538278bbdfd9
+size 995711034

special_tokens_map.json

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

test_metrics.json

@@ -0,0 +1,9 @@
+{
+  "accuracy": 0.8865733849359928,
+  "macro_precision": 0.8772256008206331,
+  "macro_recall": 0.8361628900067384,
+  "macro_f1": 0.8531230288690632,
+  "average_loss": 0.5036396079513776,
+  "train_loss_sample_weighted": 0.17769948870748825,
+  "classification_report_str": "              precision    recall  f1-score   support\n\n     label_0       0.90      0.95      0.92      4806\n     label_1       0.86      0.72      0.78      1912\n\n    accuracy                           0.89      6718\n   macro avg       0.88      0.84      0.85      6718\nweighted avg       0.88      0.89      0.88      6718\n"
+}

tokenizer_config.json

@@ -0,0 +1,58 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "4": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": true,
+  "extra_special_tokens": {},
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}