fathyshalab / massive_transport-roberta-large-v1-2-0.15

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 0
30-day runs: -4
Model's Last Updated: February 08 2023
text-classification

Introduction of massive_transport-roberta-large-v1-2-0.15

Model Details of massive_transport-roberta-large-v1-2-0.15

fathyshalab/massive_transport-roberta-large-v1-2-0.15

This is a SetFit model that can be used for text classification. The model has been trained using an efficient few-shot learning technique that involves:

  1. Fine-tuning a Sentence Transformer with contrastive learning.
  2. Training a classification head with features from the fine-tuned Sentence Transformer.
Usage

To use this model for inference, first install the SetFit library:

python -m pip install setfit

You can then run inference as follows:

from setfit import SetFitModel

# Download from Hub and run inference
model = SetFitModel.from_pretrained("fathyshalab/massive_transport-roberta-large-v1-2-0.15")
# Run inference
preds = model(["i loved the spiderman movie!", "pineapple on pizza is the worst 🤮"])
BibTeX entry and citation info
@article{https://doi.org/10.48550/arxiv.2209.11055,
doi = {10.48550/ARXIV.2209.11055},
url = {https://arxiv.org/abs/2209.11055},
author = {Tunstall, Lewis and Reimers, Nils and Jo, Unso Eun Seo and Bates, Luke and Korat, Daniel and Wasserblat, Moshe and Pereg, Oren},
keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences},
title = {Efficient Few-Shot Learning Without Prompts},
publisher = {arXiv},
year = {2022},
copyright = {Creative Commons Attribution 4.0 International}
}

Runs of fathyshalab massive_transport-roberta-large-v1-2-0.15 on huggingface.co

6
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
-4
30-day runs

More Information About massive_transport-roberta-large-v1-2-0.15 huggingface.co Model

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massive_transport-roberta-large-v1-2-0.15 huggingface.co

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https://huggingface.co/fathyshalab/massive_transport-roberta-large-v1-2-0.15

massive_transport-roberta-large-v1-2-0.15 install

massive_transport-roberta-large-v1-2-0.15 is an open source model from GitHub that offers a free installation service, and any user can find massive_transport-roberta-large-v1-2-0.15 on GitHub to install. At the same time, huggingface.co provides the effect of massive_transport-roberta-large-v1-2-0.15 install, users can directly use massive_transport-roberta-large-v1-2-0.15 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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fathyshalab
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Total runs: 10
Run Growth: 0
Growth Rate: 0.00%
Updated:August 25 2023