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Bert2Bert-HunSum-2
SZTAKI-HLT/Bert2Bert-HunSum-2
Bert2Bert-HunSum-2 is a text generation model from SZTAKI-HLT. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
The Bert2Bert-HunSum-2 is a Hungarian abstractive summarization model, which was trained on the SZTAKI-HLT/HunSum-2-abstractive dataset. The model is based on SZTAKI-HLT/hubert-base-cc.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- encoder-decoder
- Access
- Public
- Created
- Apr 3, 2024
- Updated
- Apr 3, 2024
- SHA
- 7379b242
Datasets
Model card
From the Hugging Face model README
Model Card for Bert2Bert-HunSum-2
The Bert2Bert-HunSum-2 is a Hungarian abstractive summarization model, which was trained on the SZTAKI-HLT/HunSum-2-abstractive dataset. The model is based on SZTAKI-HLT/hubert-base-cc.
Intended uses & limitations
- Model type: Text Summarization
- Language(s) (NLP): Hungarian
- Resource(s) for more information:
Parameters
- Batch Size: 13
- Learning Rate: 5e-5
- Weight Decay: 0.01
- Warmup Steps: 16000
- Epochs: 10
- no_repeat_ngram_size: 3
- num_beams: 5
- early_stopping: False
Results
| Metric | Value |
|---|---|
| ROUGE-1 | 40.95 |
| ROUGE-2 | 14.18 |
| ROUGE-L | 27.42 |
- Task
- Text Generation
- Library
- transformers
- Type
- encoder-decoder
- License
- apache-2.0
- Languages
- hu
- Created
- Apr 3, 2024
- Updated
- Apr 3, 2024