AISE-TUDelft / extended-java-rational-classifier

huggingface.co
Total runs: 13
24-hour runs: 0
7-day runs: 0
30-day runs: 8
Model's Last Updated: October 16 2023
text-classification

Introduction of extended-java-rational-classifier

Model Details of extended-java-rational-classifier

AISE-TUDelft/extended-java-rational-classifier

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("AISE-TUDelft/extended-java-rational-classifier")
# 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 AISE-TUDelft extended-java-rational-classifier on huggingface.co

13
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
8
30-day runs

More Information About extended-java-rational-classifier huggingface.co Model

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extended-java-rational-classifier huggingface.co

extended-java-rational-classifier huggingface.co is an AI model on huggingface.co that provides extended-java-rational-classifier's model effect (), which can be used instantly with this AISE-TUDelft extended-java-rational-classifier model. huggingface.co supports a free trial of the extended-java-rational-classifier model, and also provides paid use of the extended-java-rational-classifier. Support call extended-java-rational-classifier model through api, including Node.js, Python, http.

extended-java-rational-classifier huggingface.co Url

https://huggingface.co/AISE-TUDelft/extended-java-rational-classifier

AISE-TUDelft extended-java-rational-classifier online free

extended-java-rational-classifier huggingface.co is an online trial and call api platform, which integrates extended-java-rational-classifier's modeling effects, including api services, and provides a free online trial of extended-java-rational-classifier, you can try extended-java-rational-classifier online for free by clicking the link below.

AISE-TUDelft extended-java-rational-classifier online free url in huggingface.co:

https://huggingface.co/AISE-TUDelft/extended-java-rational-classifier

extended-java-rational-classifier install

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

extended-java-rational-classifier install url in huggingface.co:

https://huggingface.co/AISE-TUDelft/extended-java-rational-classifier

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Total runs: 19
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Growth Rate: 63.64%
Updated:February 02 2024