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CEBinaryClassificationEvaluator_Hadith-Binary-eval_results.csv

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+epoch,steps,Accuracy,Accuracy_Threshold,F1,F1_Threshold,Precision,Recall,Average_Precision
+0,5000,0.9316,0.06955420970916748,0.9286533847919056,0.06329271197319031,0.9723678462210572,0.8887003393890996,0.9740820176262242
+0,10000,0.9396,0.07161740958690643,0.9374870627199338,0.07161740958690643,0.9733505265420159,0.9041724895188661,0.9804899718336358
+0,15000,0.9425,0.3672376871109009,0.9410377358490565,0.3187037408351898,0.9674256799493991,0.91605110800559,0.9840681701915157
+0,20000,0.9431,0.11120050400495529,0.9416170736712499,0.11120050400495529,0.9686510449651679,0.91605110800559,0.9840322750629437
+0,25000,0.94245,0.1145789623260498,0.9404866004835143,0.0398407019674778,0.9701793484028441,0.9125573966859652,0.9839960863268965
+0,30000,0.94395,0.20856258273124695,0.9420881334917601,0.11258137226104736,0.976335796123782,0.9101617089239369,0.9838363846988845
+0,-1,0.94395,0.20856258273124695,0.9420881334917601,0.11258137226104736,0.976335796123782,0.9101617089239369,0.9838363846988845

config.json

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+{
+  "_name_or_path": "UBC-NLP/MARBERTv2",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "directionality": "bidi",
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "LABEL_0"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "LABEL_0": 0
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "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": "4.11.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 100000
+}

pytorch_model.bin

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+oid sha256:77d89f4624a6ccfa3f52db7b37f7e339f3d98cb65807b3e08f3ca29a0691e3f9
+size 651455763

special_tokens_map.json

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

tokenizer_config.json

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+{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "do_basic_tokenize": true, "never_split": null, "special_tokens_map_file": null, "name_or_path": "UBC-NLP/MARBERTv2", "tokenizer_class": "BertTokenizer"}