anas-awadalla / bert-small-finetuned-squad

huggingface.co
Total runs: 61
24-hour runs: 0
7-day runs: 0
30-day runs: 221
Model's Last Updated: January 25 2022
question-answering

Introduction of bert-small-finetuned-squad

Model Details of bert-small-finetuned-squad

bert-small-finetuned-squad

This model is a fine-tuned version of prajjwal1/bert-small on the squad dataset. It achieves the following results on the evaluation set:

  • eval_loss: 1.3138
  • eval_runtime: 46.6577
  • eval_samples_per_second: 231.13
  • eval_steps_per_second: 14.446
  • epoch: 4.0
  • step: 22132

{'exact_match': 71.05960264900662, 'f1': 80.8260245470904}

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: 2e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 20
Framework versions
  • Transformers 4.15.0
  • Pytorch 1.10.0+cu111
  • Datasets 1.18.0
  • Tokenizers 0.10.3

Runs of anas-awadalla bert-small-finetuned-squad on huggingface.co

61
Total runs
0
24-hour runs
-7
3-day runs
0
7-day runs
221
30-day runs

More Information About bert-small-finetuned-squad huggingface.co Model

bert-small-finetuned-squad huggingface.co

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

bert-small-finetuned-squad huggingface.co Url

https://huggingface.co/anas-awadalla/bert-small-finetuned-squad

anas-awadalla bert-small-finetuned-squad online free

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

anas-awadalla bert-small-finetuned-squad online free url in huggingface.co:

https://huggingface.co/anas-awadalla/bert-small-finetuned-squad

bert-small-finetuned-squad install

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

bert-small-finetuned-squad install url in huggingface.co:

https://huggingface.co/anas-awadalla/bert-small-finetuned-squad

Url of bert-small-finetuned-squad

bert-small-finetuned-squad huggingface.co Url

Provider of bert-small-finetuned-squad huggingface.co

anas-awadalla
ORGANIZATIONS

Other API from anas-awadalla

huggingface.co

Total runs: 2.7K
Run Growth: 639
Growth Rate: 24.14%
Updated:June 15 2023