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Willy030125/
Bert2gpt_Liputan6_100k_8epoch

Name: Bert2gpt_Liputan6_100k_8epoch
Availability: InStock

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Bert2gpt (Encoder-Decoder) on Liputan6 100k dataset

Dataset source: https://huggingface.co/datasets/fajrikoto/id_liputan6
Model used for Fine Tuning (Encoder):
https://huggingface.co/cahya/bert-base-indonesian-1.5G
Model used for Fine Tuning (Decoder):
https://huggingface.co/cahya/gpt2-small-indonesian-522M

Trained on 1x3090 @ 8 epoch (EarlyStopping Callbacks)

Train logs, metrics, and params: https://wandb.ai/willy030125/huggingface/runs/9nt3z9dh
https://www.comet.com/willy030125/huggingface/404a9a8abbd84ed5931ff944746df83c
Eval results and Perplexity: eval_results.json

Usage:

python

from transformers import BertTokenizer, GPT2Tokenizer, EncoderDecoderModel
encoder_tokenizer = BertTokenizer.from_pretrained("cahya/bert-base-indonesian-1.5G")
decoder_tokenizer = GPT2Tokenizer.from_pretrained("cahya/gpt2-small-indonesian-522M")
model = EncoderDecoderModel.from_pretrained("Willy030125/Bert2gpt_Liputan6_100k_8epoch")