readme: ---
  tags: autonlp
  language: en
  widget: 
  - text: "The scale, variety, and quantity of publicly-available NLP datasets has grown rapidly as researchers propose new tasks, larger models, and novel benchmarks. Datasets is a community library for contemporary NLP designed to support this ecosystem. Datasets aims to standardize end-user interfaces, versioning, and documentation, while providing a lightweight front-end that behaves similarly for small datasets as for internet-scale corpora. The design of the library incorporates a distributed, community-driven approach to adding datasets and documenting usage. After a year of development, the library now includes more than 650 unique datasets, has more than 250 contributors, and has helped support a variety of novel cross-dataset research projects and shared tasks. The library is available at https://github.com/huggingface/datasets."
  datasets:
  - AryanLala/autonlp-data-Scientific_Title_Generator
  co2_eq_emissions: 137.60574081887984
  ---
  
  # 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-Scientific_Title_Generator
  
  ## 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
  ```