empahist model

[250/250 00:40, Epoch 10/10]
Epoch Training Loss Validation Loss
1 0.120000 0.085659
2 0.032200 0.025766
3 0.016500 0.012932
4 0.033500 0.008377
5 0.007900 0.006705
6 0.006600 0.005649
7 0.031100 0.004833
8 0.052300 0.004521
9 0.005100 0.004437
10 0.027800 0.004337


Detected distortions:
overgeneralization: 0.73%
catastrophizing: 0.63%
black_and_white: 0.26%
self_blame: 0.31%
mind_reading: 0.25%

config.json

@@ -0,0 +1,38 @@
+{
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForSequenceClassification"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "dtype": "float32",
+  "hidden_dim": 3072,
+  "id2label": {
+    "0": "overgeneralization",
+    "1": "catastrophizing",
+    "2": "black_and_white",
+    "3": "self_blame",
+    "4": "mind_reading"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "black_and_white": 2,
+    "catastrophizing": 1,
+    "mind_reading": 4,
+    "overgeneralization": 0,
+    "self_blame": 3
+  },
+  "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,
+  "transformers_version": "4.57.3",
+  "vocab_size": 30522
+}

label_config.json

@@ -0,0 +1,23 @@
+{
+  "label2id": {
+    "overgeneralization": 0,
+    "catastrophizing": 1,
+    "black_and_white": 2,
+    "self_blame": 3,
+    "mind_reading": 4
+  },
+  "id2label": {
+    "0": "overgeneralization",
+    "1": "catastrophizing",
+    "2": "black_and_white",
+    "3": "self_blame",
+    "4": "mind_reading"
+  },
+  "distortion_labels": [
+    "overgeneralization",
+    "catastrophizing",
+    "black_and_white",
+    "self_blame",
+    "mind_reading"
+  ]
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9ed13ee406aaccb87d6e4fc6175137522d31c83ccca7c6ca6d443cad7b2532a
+size 267841796

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 +1,56 @@
+{
+  "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": false,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "extra_special_tokens": {},
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "DistilBertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d611720b3f2b0989ccfa7bc9276433348b3fbc675fde0adff8297ac9c4fe0707
+size 5841