gokuls / add_BERT_no_pretrain_qqp

huggingface.co
Total runs: 19
24-hour runs: 0
7-day runs: 0
30-day runs: 3
Model's Last Updated: June 15 2023
text-classification

Introduction of add_BERT_no_pretrain_qqp

Model Details of add_BERT_no_pretrain_qqp

add_BERT_no_pretrain_qqp

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

  • Loss: 0.5939
  • Accuracy: 0.6824
  • F1: 0.4705
  • Combined Score: 0.5764
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: 4e-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 F1 Combined Score
0.657 1.0 2843 0.6438 0.6490 0.1608 0.4049
0.6273 2.0 5686 0.6302 0.6443 0.1919 0.4181
0.6273 3.0 8529 0.6265 0.6527 0.3602 0.5064
0.6093 4.0 11372 0.5939 0.6824 0.4705 0.5764
0.5932 5.0 14215 0.5962 0.6802 0.4170 0.5486
0.599 6.0 17058 0.5981 0.6757 0.4795 0.5776
0.6063 7.0 19901 0.6511 0.6318 0.0 0.3159
0.6264 8.0 22744 0.6261 0.6532 0.2074 0.4303
0.6348 9.0 25587 0.6774 0.6318 0.0 0.3159
Framework versions
  • Transformers 4.30.2
  • Pytorch 1.14.0a0+410ce96
  • Datasets 2.12.0
  • Tokenizers 0.13.3

Runs of gokuls add_BERT_no_pretrain_qqp on huggingface.co

19
Total runs
0
24-hour runs
2
3-day runs
0
7-day runs
3
30-day runs

More Information About add_BERT_no_pretrain_qqp huggingface.co Model

add_BERT_no_pretrain_qqp huggingface.co

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

add_BERT_no_pretrain_qqp huggingface.co Url

https://huggingface.co/gokuls/add_BERT_no_pretrain_qqp

gokuls add_BERT_no_pretrain_qqp online free

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

gokuls add_BERT_no_pretrain_qqp online free url in huggingface.co:

https://huggingface.co/gokuls/add_BERT_no_pretrain_qqp

add_BERT_no_pretrain_qqp install

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

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https://huggingface.co/gokuls/add_BERT_no_pretrain_qqp

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