gokuls / bert-base-uncased-mnli

huggingface.co
Total runs: 18
24-hour runs: 0
7-day runs: 4
30-day runs: 10
Model's Last Updated: January 27 2023
text-classification

Introduction of bert-base-uncased-mnli

Model Details of bert-base-uncased-mnli

bert-base-uncased-mnli

This model is a fine-tuned version of bert-base-uncased on the GLUE MNLI dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4218
  • Accuracy: 0.8488
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-05
  • train_batch_size: 128
  • eval_batch_size: 128
  • seed: 10
  • distributed_type: multi-GPU
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 50
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.5194 1.0 3068 0.4468 0.8307
0.3445 2.0 6136 0.4384 0.8428
0.2341 3.0 9204 0.4946 0.8415
0.1625 4.0 12272 0.5479 0.8388
0.1218 5.0 15340 0.6348 0.8358
0.0968 6.0 18408 0.6620 0.8315
0.0799 7.0 21476 0.7072 0.8287
0.0675 8.0 24544 0.7659 0.8307
0.0592 9.0 27612 0.7978 0.8305
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.14.0a0+410ce96
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of gokuls bert-base-uncased-mnli on huggingface.co

18
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0
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2
3-day runs
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More Information About bert-base-uncased-mnli huggingface.co Model

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bert-base-uncased-mnli huggingface.co

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

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https://huggingface.co/gokuls/bert-base-uncased-mnli

gokuls bert-base-uncased-mnli online free

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

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https://huggingface.co/gokuls/bert-base-uncased-mnli

bert-base-uncased-mnli install

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

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