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---
language:
- hu
pipeline_tag: summarization
inference:
parameters:
num_beams: 5
length_penalty: 2
max_length: 128
encoder_no_repeat_ngram_size: 4
no_repeat_ngram_size: 3
datasets:
- SZTAKI-HLT/HunSum-1
metrics:
- rouge
license: apache-2.0
---
# Model Card for mT5-base-HunSum-1
The mT5-base-HunSum-1 is a Hungarian abstractive summarization model, which was trained on the [SZTAKI-HLT/HunSum-1 dataset](https://huggingface.co/datasets/SZTAKI-HLT/HunSum-1).
The model is based on [google/mt5-base](https://huggingface.co/google/mt5-base).
## Intended uses & limitations
- **Model type:** Text Summarization
- **Language(s) (NLP):** Hungarian
- **Resource(s) for more information:**
- [GitHub Repo](https://github.com/dorinapetra/summarization)
## Parameters
- **Batch Size:** 12
- **Learning Rate:** 5e-5
- **Weight Decay:** 0.01
- **Warmup Steps:** 3000
- **Epochs:** 10
- **no_repeat_ngram_size:** 3
- **num_beams:** 5
- **early_stopping:** False
- **encoder_no_repeat_ngram_size:** 4
## Results
| Metric | Value |
| :------------ | :------------------------------------------ |
| ROUGE-1 | 37.70 |
| ROUGE-2 | 11.22 |
| ROUGE-L | 24.37 | |