gokuls / hBERTv1_no_pretrain_stsb

huggingface.co
Total runs: 18
24-hour runs: 0
7-day runs: 1
30-day runs: 9
Model's Last Updated: June 15 2023
text-classification

Introduction of hBERTv1_no_pretrain_stsb

Model Details of hBERTv1_no_pretrain_stsb

hBERTv1_no_pretrain_stsb

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

  • Loss: 2.1733
  • Pearson: 0.2374
  • Spearmanr: 0.2137
  • Combined Score: 0.2256
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: 96
  • eval_batch_size: 96
  • 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 Pearson Spearmanr Combined Score
2.3601 1.0 60 2.6639 0.1059 0.1080 0.1069
1.9983 2.0 120 2.1733 0.2374 0.2137 0.2256
1.7079 3.0 180 2.5000 0.1872 0.1967 0.1920
1.3775 4.0 240 3.1203 0.2177 0.2251 0.2214
1.1218 5.0 300 2.8260 0.2609 0.2598 0.2603
0.8882 6.0 360 2.5413 0.3099 0.3062 0.3081
0.728 7.0 420 2.4024 0.3429 0.3468 0.3448
Framework versions
  • Transformers 4.30.2
  • Pytorch 1.14.0a0+410ce96
  • Datasets 2.12.0
  • Tokenizers 0.13.3

Runs of gokuls hBERTv1_no_pretrain_stsb on huggingface.co

18
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
9
30-day runs

More Information About hBERTv1_no_pretrain_stsb huggingface.co Model

hBERTv1_no_pretrain_stsb huggingface.co

hBERTv1_no_pretrain_stsb huggingface.co is an AI model on huggingface.co that provides hBERTv1_no_pretrain_stsb's model effect (), which can be used instantly with this gokuls hBERTv1_no_pretrain_stsb model. huggingface.co supports a free trial of the hBERTv1_no_pretrain_stsb model, and also provides paid use of the hBERTv1_no_pretrain_stsb. Support call hBERTv1_no_pretrain_stsb model through api, including Node.js, Python, http.

hBERTv1_no_pretrain_stsb huggingface.co Url

https://huggingface.co/gokuls/hBERTv1_no_pretrain_stsb

gokuls hBERTv1_no_pretrain_stsb online free

hBERTv1_no_pretrain_stsb huggingface.co is an online trial and call api platform, which integrates hBERTv1_no_pretrain_stsb's modeling effects, including api services, and provides a free online trial of hBERTv1_no_pretrain_stsb, you can try hBERTv1_no_pretrain_stsb online for free by clicking the link below.

gokuls hBERTv1_no_pretrain_stsb online free url in huggingface.co:

https://huggingface.co/gokuls/hBERTv1_no_pretrain_stsb

hBERTv1_no_pretrain_stsb install

hBERTv1_no_pretrain_stsb is an open source model from GitHub that offers a free installation service, and any user can find hBERTv1_no_pretrain_stsb on GitHub to install. At the same time, huggingface.co provides the effect of hBERTv1_no_pretrain_stsb install, users can directly use hBERTv1_no_pretrain_stsb installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

hBERTv1_no_pretrain_stsb install url in huggingface.co:

https://huggingface.co/gokuls/hBERTv1_no_pretrain_stsb

Url of hBERTv1_no_pretrain_stsb

hBERTv1_no_pretrain_stsb huggingface.co Url

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