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AryanLala/autonlp-Scientific_Title_Generator-34558227

sourceHugging Faceupdated 10mo agoView on Hugging Face
20likes84downloads
Model Card

Model Trained Using AutoNLP

  • —Model: Google's Pegasus (https://huggingface.co/google/pegasus-xsum)
  • —Problem type: Summarization
  • —Model ID: 34558227
  • —CO2 Emissions (in grams): 137.60574081887984
  • —Spaces: https://huggingface.co/spaces/TitleGenerators/ArxivTitleGenerator
  • —Dataset: arXiv Dataset (https://www.kaggle.com/Cornell-University/arxiv)
  • —Data subset used: https://huggingface.co/datasets/AryanLala/autonlp-data-ScientificTitleGenerator

Validation Metrics

  • —Loss: 2.578599214553833
  • —Rouge1: 44.8482
  • —Rouge2: 24.4052
  • —RougeL: 40.1716
  • —RougeLsum: 40.1396
  • —Gen Len: 11.4675

Social

  • —LinkedIn: https://www.linkedin.com/in/aryanlala/
  • —Twitter: https://twitter.com/AryanLala20

Usage

You can use cURL to access this model:

$ curl -X POST -H "Authorization: Bearer YOUR_HUGGINGFACE_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoNLP"}' https://api-inference.huggingface.co/AryanLala/autonlp-Scientific_Title_Generator-34558227