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summarization-hi-mt5-base-hungarian

NYTK / summarization-hi-mt5-base-hungarian

Run on huggingface.co
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Total runs: 16
24-hour runs: 0
7-day runs: 1
30-day runs: 8
Model's Last Updated: January 23 2023
summarization

Introduction of summarization-hi-mt5-base-hungarian

Model Details of summarization-hi-mt5-base-hungarian

Hungarian Abstractive Summarization with mT5-base model

For further details, see or our demo site .

  • Finetuned on mT5-base model
  • Prefix: "summarize: "
  • Finetuned on HI corpus (hvg.hu + index.hu)
    • Segments: 559162
Limitations
  • tokenized input text (tokenizer: HuSpaCy )
  • max_source_length = 1024
  • max_target_length = 256
Results
Model HI
mBART 35.17/16.46/25.61
mT5 33.30/15.97/24.65
PEGASUS 30.36/13.11/21.57
Usage with pipeline 
from transformers import pipeline

summarization = pipeline(task="summarization", model="NYTK/summarization-hi-mt5-base-hungarian")

print(summarization(f"summarize: {input_text}")[0]["summary_text"])
Citation

If you use this model, please cite the following paper: 

@inproceedings {yang-multi-sum,
    title = {{Többnyelvű modellek és PEGASUS finomhangolása magyar nyelvű absztraktív összefoglalás feladatára}},
    booktitle = {XIX. Magyar Számítógépes Nyelvészeti Konferencia (MSZNY 2023)},
    year = {2023},
    publisher = {Szegedi Tudományegyetem, Informatikai Intézet},
    address = {Szeged, Magyarország},
    author = {Yang, Zijian Győző},
    pages = {381--393}
}

Runs of NYTK summarization-hi-mt5-base-hungarian on huggingface.co

16
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
8
30-day runs

More Information About summarization-hi-mt5-base-hungarian huggingface.co Model

More summarization-hi-mt5-base-hungarian license Visit here:

https://choosealicense.com/licenses/apache-2.0

summarization-hi-mt5-base-hungarian huggingface.co

summarization-hi-mt5-base-hungarian huggingface.co is an AI model on huggingface.co that provides summarization-hi-mt5-base-hungarian's model effect (), which can be used instantly with this NYTK summarization-hi-mt5-base-hungarian model. huggingface.co supports a free trial of the summarization-hi-mt5-base-hungarian model, and also provides paid use of the summarization-hi-mt5-base-hungarian. Support call summarization-hi-mt5-base-hungarian model through api, including Node.js, Python, http.

summarization-hi-mt5-base-hungarian huggingface.co Url

https://huggingface.co/NYTK/summarization-hi-mt5-base-hungarian

NYTK summarization-hi-mt5-base-hungarian online free

summarization-hi-mt5-base-hungarian huggingface.co is an online trial and call api platform, which integrates summarization-hi-mt5-base-hungarian's modeling effects, including api services, and provides a free online trial of summarization-hi-mt5-base-hungarian, you can try summarization-hi-mt5-base-hungarian online for free by clicking the link below.

NYTK summarization-hi-mt5-base-hungarian online free url in huggingface.co:

https://huggingface.co/NYTK/summarization-hi-mt5-base-hungarian

summarization-hi-mt5-base-hungarian install

summarization-hi-mt5-base-hungarian is an open source model from GitHub that offers a free installation service, and any user can find summarization-hi-mt5-base-hungarian on GitHub to install. At the same time, huggingface.co provides the effect of summarization-hi-mt5-base-hungarian install, users can directly use summarization-hi-mt5-base-hungarian installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

summarization-hi-mt5-base-hungarian install url in huggingface.co:

https://huggingface.co/NYTK/summarization-hi-mt5-base-hungarian

Url of summarization-hi-mt5-base-hungarian

summarization-hi-mt5-base-hungarian huggingface.co Url

Provider of summarization-hi-mt5-base-hungarian huggingface.co

NYTK
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