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bert-medium-mnli

prajjwal1 / bert-medium-mnli

Run on huggingface.co
huggingface.co
Total runs: 14.0K
24-hour runs: -303
7-day runs: -1.2K
30-day runs: 734
Model's Last Updated: October 06 2021
text-classification

Introduction of bert-medium-mnli

Model Details of bert-medium-mnli

The following model is a Pytorch pre-trained model obtained from converting Tensorflow checkpoint found in the official Google BERT repository . These BERT variants were introduced in the paper Well-Read Students Learn Better: On the Importance of Pre-training Compact Models . These models are trained on MNLI.

If you use the model, please consider citing the paper 

@misc{bhargava2021generalization,
      title={Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics}, 
      author={Prajjwal Bhargava and Aleksandr Drozd and Anna Rogers},
      year={2021},
      eprint={2110.01518},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

Original Implementation and more info can be found in this Github repository . 

MNLI: 75.86%
MNLI-mm: 77.03%

These models are trained for 4 epochs.

@prajjwal_1

Runs of prajjwal1 bert-medium-mnli on huggingface.co

14.0K
Total runs
-303
24-hour runs
147
3-day runs
-1.2K
7-day runs
734
30-day runs

More Information About bert-medium-mnli huggingface.co Model

bert-medium-mnli huggingface.co

bert-medium-mnli huggingface.co is an AI model on huggingface.co that provides bert-medium-mnli's model effect (), which can be used instantly with this prajjwal1 bert-medium-mnli model. huggingface.co supports a free trial of the bert-medium-mnli model, and also provides paid use of the bert-medium-mnli. Support call bert-medium-mnli model through api, including Node.js, Python, http.

bert-medium-mnli huggingface.co Url

https://huggingface.co/prajjwal1/bert-medium-mnli

prajjwal1 bert-medium-mnli online free

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

prajjwal1 bert-medium-mnli online free url in huggingface.co:

https://huggingface.co/prajjwal1/bert-medium-mnli

bert-medium-mnli install

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

bert-medium-mnli install url in huggingface.co:

https://huggingface.co/prajjwal1/bert-medium-mnli

Url of bert-medium-mnli

bert-medium-mnli huggingface.co Url

Provider of bert-medium-mnli huggingface.co

prajjwal1
ORGANIZATIONS
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