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README.md

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+---
+license: mit
+language: en
+tags:
+  - fact-checking
+  - fake-news-detection
+  - deberta
+  - kaeva
+datasets:
+  - arko007/ultimate-fake-news-dataset
+metrics:
+  - accuracy
+pipeline_tag: text-classification
+---
+
+# Kaeva Fact-Check DeBERTa
+
+Fine-tuned DeBERTa-v3-base for binary fake news detection.
+
+- **Base:** microsoft/deberta-v3-base
+- **Val accuracy:** 0.9387
+- **Training data:** 478K claims
+- **Labels:** 0=REAL, 1=FAKE
+
+## Usage
+```python
+from transformers import pipeline
+clf = pipeline("text-classification", model="Vi0509/kaeva-factcheck-deberta")
+result = clf("The Earth is flat.")
+```
+
+Part of [Kaeva Fact-Check](https://huggingface.co/spaces/Vi0509/kaeva-factcheck).

added_tokens.json

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+{
+  "[MASK]": 128000
+}

config.json

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+{
+  "architectures": [
+    "DebertaV2ForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-07,
+  "legacy": true,
+  "max_position_embeddings": 512,
+  "max_relative_positions": -1,
+  "model_type": "deberta-v2",
+  "norm_rel_ebd": "layer_norm",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "pooler_dropout": 0,
+  "pooler_hidden_act": "gelu",
+  "pooler_hidden_size": 768,
+  "pos_att_type": [
+    "p2c",
+    "c2p"
+  ],
+  "position_biased_input": false,
+  "position_buckets": 256,
+  "relative_attention": true,
+  "share_att_key": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.51.3",
+  "type_vocab_size": 0,
+  "vocab_size": 128100,
+  "id2label": {
+    "0": "REAL",
+    "1": "FAKE"
+  },
+  "label2id": {
+    "REAL": 0,
+    "FAKE": 1
+  }
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c99e3031d3eb5e831ce565c82d98703c15f88916cbb0057d02852490455a3ddd
+size 737719272

special_tokens_map.json

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+{
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+  "cls_token": "[CLS]",
+  "eos_token": "[SEP]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": {
+    "content": "[UNK]",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

spm.model

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+oid sha256:c679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd
+size 2464616

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
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+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "single_word": false,
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+      "single_word": false,
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+  "clean_up_tokenization_spaces": false,
+  "cls_token": "[CLS]",
+  "do_lower_case": false,
+  "eos_token": "[SEP]",
+  "extra_special_tokens": {},
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "sp_model_kwargs": {},
+  "split_by_punct": false,
+  "tokenizer_class": "DebertaV2Tokenizer",
+  "unk_token": "[UNK]",
+  "vocab_type": "spm"
+}