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ro-political-fake-news – AI Model by manuelraileanu | AlphaNeural AI
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ro-political-fake-news
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safetensors
xlm-roberta
romanian
fake-news
misinformation
regression
ro-political
text-classification
ro
FacebookAI/xlm-roberta-base
finetune
apache-2.0
us
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Deploy
ro-political-fake-news
Fine-tuned
FacebookAI/xlm-roberta-base
for
Romanian fake-news / misinformation
scoring.
Output
A single regression head outputs the
fake_news_score
in
[0, 1]
(multiply by 100 to get the 0-100 scale used during labeling).
0 = factual, verifiable, truthful
50 = questionable claims, exaggerations
100 = blatant disinformation, conspiracy
This measures
misinformation truthfulness
of the claims in the text, independent of whether the text is human- or AI-written.
Training
Dataset:
petrematei/ro-political
labeled with
gemma2:9b
via Ollama
Labeled rows: 44637 (train), 5580 (val), 5580 (test)
fp16, batch_size=16, grad_accum=2, 3 epochs, MSE loss
Early stopping on
mae
(patience=2)
Results (test set, normalized 0..1)
MAE: 0.1256
RMSE: 0.1880
Pearson: 0.7174
