cahya / t5-base-indonesian-summarization-cased

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Model's Last Updated: November 20 2022
summarization

Introduction of t5-base-indonesian-summarization-cased

Model Details of t5-base-indonesian-summarization-cased

Indonesian T5 Summarization Base Model

Finetuned T5 base summarization model for Indonesian.

Finetuning Corpus

t5-base-indonesian-summarization-cased model is based on t5-base-bahasa-summarization-cased by huseinzol05 , finetuned using id_liputan6 dataset.

Load Finetuned Model
from transformers import T5Tokenizer, T5Model, T5ForConditionalGeneration

tokenizer = T5Tokenizer.from_pretrained("cahya/t5-base-indonesian-summarization-cased")
model = T5ForConditionalGeneration.from_pretrained("cahya/t5-base-indonesian-summarization-cased")
Code Sample
from transformers import T5Tokenizer, T5ForConditionalGeneration

tokenizer = T5Tokenizer.from_pretrained("cahya/t5-base-indonesian-summarization-cased")
model = T5ForConditionalGeneration.from_pretrained("cahya/t5-base-indonesian-summarization-cased")

# 
ARTICLE_TO_SUMMARIZE = ""

# generate summary
input_ids = tokenizer.encode(ARTICLE_TO_SUMMARIZE, return_tensors='pt')
summary_ids = model.generate(input_ids,
            min_length=20,
            max_length=80,
            num_beams=10,
            repetition_penalty=2.5,
            length_penalty=1.0,
            early_stopping=True,
            no_repeat_ngram_size=2,
            use_cache=True,
            do_sample = True,
            temperature = 0.8,
            top_k = 50,
            top_p = 0.95)

summary_text = tokenizer.decode(summary_ids[0], skip_special_tokens=True)
print(summary_text)

Output:


Runs of cahya t5-base-indonesian-summarization-cased on huggingface.co

10.2K
Total runs
0
24-hour runs
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3-day runs
-688
7-day runs
-732
30-day runs

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t5-base-indonesian-summarization-cased install

t5-base-indonesian-summarization-cased is an open source model from GitHub that offers a free installation service, and any user can find t5-base-indonesian-summarization-cased on GitHub to install. At the same time, huggingface.co provides the effect of t5-base-indonesian-summarization-cased install, users can directly use t5-base-indonesian-summarization-cased installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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