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evaluation_results_notebook.json

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+{
+    "total_samples": 13877,
+    "accuracy": 0.8366361605534337,
+    "macro_precision": 0.7991458439963597,
+    "macro_recall": 0.8202124559283169,
+    "macro_f1": 0.8079903233813205,
+    "average_loss": 1.0951139475907463,
+    "classification_report": {
+        "label_0": {
+            "precision": 0.9066139544823165,
+            "recall": 0.8589795505162988,
+            "f1-score": 0.8821541820450174,
+            "support": 9878.0
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+        "label_1": {
+            "precision": 0.6916777335104028,
+            "recall": 0.781445361340335,
+            "f1-score": 0.7338264647176236,
+            "support": 3999.0
+        },
+        "accuracy": 0.8366361605534337,
+        "macro avg": {
+            "precision": 0.7991458439963597,
+            "recall": 0.8202124559283169,
+            "f1-score": 0.8079903233813205,
+            "support": 13877.0
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+        "weighted avg": {
+            "precision": 0.8446747783155164,
+            "recall": 0.8366361605534337,
+            "f1-score": 0.8394098899363305,
+            "support": 13877.0
+        }
+    },
+    "confusion_matrix": [
+        [
+            8485,
+            1393
+        ],
+        [
+            874,
+            3125
+        ]
+    ],
+    "evaluation_duration_seconds": 601.2647964954376
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ef526cf16b45ac9215c379bf366aa9179c4ea9d5617b4bca5f3089149496a30b
+size 1340622760

optimizer.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:f0af93c18d81c91d8e158c6b1c864ed5ad53af52108f9f8be5e555c7ed5123e1
+size 2681480237

special_tokens_map.json

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+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

test_metrics.json

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+{
+  "accuracy": 0.9129205120571598,
+  "macro_precision": 0.9052220320834325,
+  "macro_recall": 0.8766231236407768,
+  "macro_f1": 0.8893040191206835,
+  "average_loss": 0.5746491376413663,
+  "train_loss_sample_weighted": 0.07019188567586254,
+  "classification_report_str": "              precision    recall  f1-score   support\n\n     label_0       0.92      0.96      0.94      4806\n     label_1       0.89      0.79      0.84      1912\n\n    accuracy                           0.91      6718\n   macro avg       0.91      0.88      0.89      6718\nweighted avg       0.91      0.91      0.91      6718\n"
+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "1": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "2": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "3": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "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]"
+}