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config.json

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+{
+  "_name_or_path": "distilbert/distilbert-base-uncased",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForSequenceClassification"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "id2label": {
+    "0": "LABEL_0",
+    "1": "LABEL_1",
+    "2": "LABEL_2",
+    "3": "LABEL_3",
+    "4": "LABEL_4",
+    "5": "LABEL_5",
+    "6": "LABEL_6",
+    "7": "LABEL_7",
+    "8": "LABEL_8"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "LABEL_0": 0,
+    "LABEL_1": 1,
+    "LABEL_2": 2,
+    "LABEL_3": 3,
+    "LABEL_4": 4,
+    "LABEL_5": 5,
+    "LABEL_6": 6,
+    "LABEL_7": 7,
+    "LABEL_8": 8
+  },
+  "max_position_embeddings": 512,
+  "model_type": "distilbert",
+  "n_heads": 12,
+  "n_layers": 6,
+  "pad_token_id": 0,
+  "problem_type": "multi_label_classification",
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.40.1",
+  "vocab_size": 30522
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:0b48e4609bdbe67bb7ee5ba66b5c1a6d14d0156aa2570b1b426803db86c56127
+size 267854100

model_performance_metrics.txt

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+Training set class counts after balancing:
+_Borderline       10398
+_Anxiety          10393
+_Depression       10400
+_Bipolar          10359
+_OCD              10413
+_ADHD             10412
+_Schizophrenia    10447
+_Asperger         10470
+_PTSD             10489
+dtype: object
+Validation set class counts after balancing:
+_Borderline       1180
+_Anxiety          1185
+_Depression       1178
+_Bipolar          1219
+_OCD              1165
+_ADHD             1166
+_Schizophrenia    1131
+_Asperger         1108
+_PTSD             1089
+dtype: object
+Some weights of DistilBertForSequenceClassification were not initialized from the model checkpoint at distilbert/distilbert-base-uncased and are newly initialized: ['classifier.bias', 'classifier.weight', 'pre_classifier.bias', 'pre_classifier.weight']
+You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
+Epoch 1, Train Loss: 0.2660, Val Loss: 0.2032
+Epoch 2, Train Loss: 0.1891, Val Loss: 0.1873
+F1 Score on Validation Set: 0.6356
+AUC Score on Validation Set: 0.7643
+
+
+Classification Report, AUC Score, F1 Score, and Losses
+
+Train Losses: [0.2660091122228647, 0.18910447711386752]
+Validation Losses: [0.20317846728614503, 0.18728890073445678]
+F1 Score: [0.6355810277640191]
+AUC Score: [0.7642971226283637]
+Classification Report:
+_Borderline:
+ Precision: 0.7606837606837606
+ Recall: 0.45254237288135596
+ F1-score: 0.5674814027630181
+_Anxiety:
+ Precision: 0.7063318777292577
+ Recall: 0.5459915611814345
+ F1-score: 0.6158971918134221
+_Depression:
+ Precision: 0.7286096256684492
+ Recall: 0.4626485568760611
+ F1-score: 0.5659397715472482
+_Bipolar:
+ Precision: 0.7997076023391813
+ Recall: 0.44872846595570137
+ F1-score: 0.5748817656332107
+_OCD:
+ Precision: 0.8222748815165877
+ Recall: 0.5957081545064378
+ F1-score: 0.6908909905425585
+_ADHD:
+ Precision: 0.8856382978723404
+ Recall: 0.5711835334476844
+ F1-score: 0.6944734098018769
+_Schizophrenia:
+ Precision: 0.7540628385698809
+ Recall: 0.6153846153846154
+ F1-score: 0.6777020447906524
+_Asperger:
+ Precision: 0.6743515850144092
+ Recall: 0.6335740072202166
+ F1-score: 0.6533271288971615
+_PTSD:
+ Precision: 0.7724687144482366
+ Recall: 0.6235078053259872
+ F1-score: 0.6900406504065041

special_tokens_map.json

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

tokenizer_config.json

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+{
+  "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": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "DistilBertTokenizer",
+  "unk_token": "[UNK]"
+}