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faridz899/
bart-liputan6-summarization

Name: bart-liputan6-summarization
Availability: InStock

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bart

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Model Ringkasan Teks Berita Bahasa Indonesia (BART)

Model ini merupakan hasil fine-tuning facebook/bart-large-cnn pada dataset Liputan6 (Koto et al., 2020) untuk tugas peringkasan teks abstraktif berbahasa Indonesia.

Hasil Evaluasi (test set Liputan6 Xtreme, 1.000 dokumen)

ROUGE-1: 35.46
ROUGE-2: 14.97
ROUGE-L: 27.51

Cara Pakai

python

from transformers import AutoModelForSeq2SeqLM, AutoTokenizer

model = AutoModelForSeq2SeqLM.from_pretrained("faridz899/bart-liputan6-summarization")
tokenizer = AutoTokenizer.from_pretrained("faridz899/bart-liputan6-summarization")