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--- |
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license: apache-2.0 |
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datasets: |
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- SZTAKI-HLT/HunSum-2-abstractive |
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language: |
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- hu |
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metrics: |
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- rouge |
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pipeline_tag: summarization |
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inference: |
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parameters: |
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num_beams: 5 |
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length_penalty: 2 |
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max_length: 128 |
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encoder_no_repeat_ngram_size: 4 |
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no_repeat_ngram_size: 3 |
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base_model: |
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- google/mt5-base |
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--- |
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# Model Card for mT5-base-HunSum-2 |
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The mT5-base-HunSum-2 is a Hungarian abstractive summarization model, which was trained on the [SZTAKI-HLT/HunSum-2-abstractive dataset](https://huggingface.co/datasets/SZTAKI-HLT/HunSum-2-abstractive). |
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The model is based on [google/mt5-base](https://huggingface.co/google/mt5-base). |
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## Intended uses & limitations |
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- **Model type:** Text Summarization |
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- **Language(s) (NLP):** Hungarian |
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- **Resource(s) for more information:** |
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- [GitHub Repo](https://github.com/botondbarta/HunSum) |
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## Parameters |
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- **Batch Size:** 12 |
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- **Learning Rate:** 5e-5 |
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- **Weight Decay:** 0.01 |
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- **Warmup Steps:** 3000 |
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- **Epochs:** 10 |
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- **no_repeat_ngram_size:** 3 |
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- **num_beams:** 5 |
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- **early_stopping:** False |
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- **encoder_no_repeat_ngram_size:** 4 |
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## Results |
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| Metric | Value | |
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| :------------ | :------------------------------------------ | |
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| ROUGE-1 | 40.06 | |
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| ROUGE-2 | 12.67 | |
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| ROUGE-L | 25.93 | |
