gokulsrinivasagan / tinybert_train_mnli

huggingface.co
Total runs: 14
24-hour runs: 0
7-day runs: -3
30-day runs: 2
Model's Last Updated: January 28 2025
text-classification

Introduction of tinybert_train_mnli

Model Details of tinybert_train_mnli

tinybert_train_mnli

This model is a fine-tuned version of gokulsrinivasagan/tinybert_train on the GLUE MNLI dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8134
  • Accuracy: 0.6451
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: 256
  • eval_batch_size: 256
  • seed: 10
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 50
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.9798 1.0 1534 0.9307 0.5483
0.8967 2.0 3068 0.8715 0.5982
0.8351 3.0 4602 0.8519 0.6139
0.7725 4.0 6136 0.8256 0.6406
0.7126 5.0 7670 0.8201 0.6469
0.6584 6.0 9204 0.8321 0.6535
0.6069 7.0 10738 0.8595 0.6535
0.558 8.0 12272 0.9184 0.6464
0.5139 9.0 13806 0.9939 0.6461
0.4698 10.0 15340 1.0392 0.6389
Framework versions
  • Transformers 4.46.3
  • Pytorch 2.2.1+cu118
  • Datasets 2.17.0
  • Tokenizers 0.20.3

Runs of gokulsrinivasagan tinybert_train_mnli on huggingface.co

14
Total runs
0
24-hour runs
1
3-day runs
-3
7-day runs
2
30-day runs

More Information About tinybert_train_mnli huggingface.co Model

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tinybert_train_mnli huggingface.co

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

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

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https://huggingface.co/gokulsrinivasagan/tinybert_train_mnli

tinybert_train_mnli install

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

tinybert_train_mnli install url in huggingface.co:

https://huggingface.co/gokulsrinivasagan/tinybert_train_mnli

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gokulsrinivasagan
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