gokulsrinivasagan / bert_base_lda_20_rte

huggingface.co
Total runs: 18
24-hour runs: 0
7-day runs: -2
30-day runs: 13
Model's Last Updated: November 22 2024
text-classification

Introduction of bert_base_lda_20_rte

Model Details of bert_base_lda_20_rte

bert_base_lda_20_rte

This model is a fine-tuned version of gokulsrinivasagan/bert_base_lda_20 on the GLUE RTE dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6911
  • Accuracy: 0.5271
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: 0.001
  • 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: 30
Training results
Training Loss Epoch Step Validation Loss Accuracy
1.1555 1.0 10 1.0436 0.4729
0.9298 2.0 20 0.7585 0.4729
0.7638 3.0 30 0.7411 0.5271
0.7324 4.0 40 0.8131 0.4729
0.7264 5.0 50 0.7363 0.5271
0.756 6.0 60 0.6911 0.5271
0.7048 7.0 70 0.6920 0.5271
0.7006 8.0 80 0.6942 0.5271
0.7012 9.0 90 0.7188 0.4729
0.7024 10.0 100 0.6941 0.4729
0.6972 11.0 110 0.7022 0.4729
Framework versions
  • Transformers 4.46.3
  • Pytorch 2.2.1+cu118
  • Datasets 2.17.0
  • Tokenizers 0.20.3

Runs of gokulsrinivasagan bert_base_lda_20_rte on huggingface.co

18
Total runs
0
24-hour runs
0
3-day runs
-2
7-day runs
13
30-day runs

More Information About bert_base_lda_20_rte huggingface.co Model

bert_base_lda_20_rte huggingface.co

bert_base_lda_20_rte huggingface.co is an AI model on huggingface.co that provides bert_base_lda_20_rte's model effect (), which can be used instantly with this gokulsrinivasagan bert_base_lda_20_rte model. huggingface.co supports a free trial of the bert_base_lda_20_rte model, and also provides paid use of the bert_base_lda_20_rte. Support call bert_base_lda_20_rte model through api, including Node.js, Python, http.

gokulsrinivasagan bert_base_lda_20_rte online free

bert_base_lda_20_rte huggingface.co is an online trial and call api platform, which integrates bert_base_lda_20_rte's modeling effects, including api services, and provides a free online trial of bert_base_lda_20_rte, you can try bert_base_lda_20_rte online for free by clicking the link below.

gokulsrinivasagan bert_base_lda_20_rte online free url in huggingface.co:

https://huggingface.co/gokulsrinivasagan/bert_base_lda_20_rte

bert_base_lda_20_rte install

bert_base_lda_20_rte is an open source model from GitHub that offers a free installation service, and any user can find bert_base_lda_20_rte on GitHub to install. At the same time, huggingface.co provides the effect of bert_base_lda_20_rte install, users can directly use bert_base_lda_20_rte installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

bert_base_lda_20_rte install url in huggingface.co:

https://huggingface.co/gokulsrinivasagan/bert_base_lda_20_rte

Url of bert_base_lda_20_rte

Provider of bert_base_lda_20_rte huggingface.co

gokulsrinivasagan
ORGANIZATIONS

Other API from gokulsrinivasagan