gokuls / hBERTv1_rte

huggingface.co
Total runs: 15
24-hour runs: 0
7-day runs: 2
30-day runs: 6
Model's Last Updated: March 02 2023
text-classification

Introduction of hBERTv1_rte

Model Details of hBERTv1_rte

hBERTv1_rte

This model is a fine-tuned version of gokuls/bert_12_layer_model_v1 on the GLUE RTE dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6896
  • Accuracy: 0.5451
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
  • distributed_type: multi-GPU
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 50
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.7247 1.0 10 0.6896 0.5451
0.7046 2.0 20 0.7014 0.4729
0.6934 3.0 30 0.6983 0.4729
0.6846 4.0 40 0.7092 0.5126
0.6853 5.0 50 0.7140 0.5126
0.6152 6.0 60 0.8230 0.4910
Framework versions
  • Transformers 4.26.1
  • Pytorch 1.14.0a0+410ce96
  • Datasets 2.10.1
  • Tokenizers 0.13.2

Runs of gokuls hBERTv1_rte on huggingface.co

15
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
6
30-day runs

More Information About hBERTv1_rte huggingface.co Model

hBERTv1_rte huggingface.co

hBERTv1_rte huggingface.co is an AI model on huggingface.co that provides hBERTv1_rte's model effect (), which can be used instantly with this gokuls hBERTv1_rte model. huggingface.co supports a free trial of the hBERTv1_rte model, and also provides paid use of the hBERTv1_rte. Support call hBERTv1_rte model through api, including Node.js, Python, http.

hBERTv1_rte huggingface.co Url

https://huggingface.co/gokuls/hBERTv1_rte

gokuls hBERTv1_rte online free

hBERTv1_rte huggingface.co is an online trial and call api platform, which integrates hBERTv1_rte's modeling effects, including api services, and provides a free online trial of hBERTv1_rte, you can try hBERTv1_rte online for free by clicking the link below.

gokuls hBERTv1_rte online free url in huggingface.co:

https://huggingface.co/gokuls/hBERTv1_rte

hBERTv1_rte install

hBERTv1_rte is an open source model from GitHub that offers a free installation service, and any user can find hBERTv1_rte on GitHub to install. At the same time, huggingface.co provides the effect of hBERTv1_rte install, users can directly use hBERTv1_rte installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

hBERTv1_rte install url in huggingface.co:

https://huggingface.co/gokuls/hBERTv1_rte

Url of hBERTv1_rte

hBERTv1_rte huggingface.co Url

Provider of hBERTv1_rte huggingface.co

gokuls
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Total runs: 19
Run Growth: 15
Growth Rate: 78.95%
Updated:March 02 2023