About This Model

This model has been trained to take abstracts of scientific studies about veganism & animal rights and turn them into single-sentence takeaways for vegan businesses and animal activists to apply to their activism. The dataset was curated by scraping TLDRs and abstracts from Semantic Scholar and having vegan activists and marketing professionals from VEG3 review the usefulness of a random sample of the dataset to ensure their relevance to vegan businesses and animal activists.

Model Trained Using AutoTrain

Problem type: Summarization
Model ID: 1923365100
CO2 Emissions (in grams): 57.7798

Validation Metrics

Loss: 0.711
Rouge1: 44.317
Rouge2: 30.335
RougeL: 41.369
RougeLsum: 41.198
Gen Len: 17.855

Usage

You can use cURL to access this model:

curl https://api-inference.huggingface.co/models/VEG3/TLDR-Vegan-Studies \
    -X POST \
    -d '{"inputs":"ABSTRACT"}' \
    -H "Authorization: Bearer YOURAPIKEY"