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ReqSeek-bert-base-uncased

kasrahabib / ReqSeek-bert-base-uncased

Run on huggingface.co
huggingface.co
Total runs: 5
24-hour runs: 0
7-day runs: 2
30-day runs: 2
Model's Last Updated: May 09 2024
text-classification

Introduction of ReqSeek-bert-base-uncased

Model Details of ReqSeek-bert-base-uncased

kasrahabib/bert-base-uncased-finetuned-iso29148-req-detector

This model is a fine-tuned version of google-bert/bert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

  • Train Loss: 0.0288
  • Validation Loss: 0.4071
  • Epoch: 29
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:

  • optimizer: {'name': 'Adam', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 3570, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
  • training_precision: float32
Training results
Train Loss Validation Loss Epoch
2.3106 1.6508 0
1.3653 1.0810 1
0.9467 0.8094 2
0.6660 0.6197 3
0.4734 0.5035 4
0.3338 0.4401 5
0.2284 0.4338 6
0.1593 0.4217 7
0.1243 0.4613 8
0.0996 0.4015 9
0.0889 0.4112 10
0.0772 0.4256 11
0.0662 0.3997 12
0.0626 0.4175 13
0.0566 0.3948 14
0.0569 0.3887 15
0.0508 0.4099 16
0.0472 0.3963 17
0.0485 0.3869 18
0.0437 0.4008 19
0.0452 0.4106 20
0.0406 0.4132 21
0.0391 0.3984 22
0.0353 0.4032 23
0.0331 0.4573 24
0.0336 0.4034 25
0.0353 0.4056 26
0.0309 0.4050 27
0.0303 0.4048 28
0.0288 0.4071 29
Framework versions
  • Transformers 4.40.1
  • TensorFlow 2.15.0
  • Datasets 2.19.1
  • Tokenizers 0.19.1

Runs of kasrahabib ReqSeek-bert-base-uncased on huggingface.co

5
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
2
30-day runs

More Information About ReqSeek-bert-base-uncased huggingface.co Model

More ReqSeek-bert-base-uncased license Visit here:

https://choosealicense.com/licenses/apache-2.0

ReqSeek-bert-base-uncased huggingface.co

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

ReqSeek-bert-base-uncased huggingface.co Url

https://huggingface.co/kasrahabib/ReqSeek-bert-base-uncased

kasrahabib ReqSeek-bert-base-uncased online free

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

kasrahabib ReqSeek-bert-base-uncased online free url in huggingface.co:

https://huggingface.co/kasrahabib/ReqSeek-bert-base-uncased

ReqSeek-bert-base-uncased install

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

ReqSeek-bert-base-uncased install url in huggingface.co:

https://huggingface.co/kasrahabib/ReqSeek-bert-base-uncased

Url of ReqSeek-bert-base-uncased

ReqSeek-bert-base-uncased huggingface.co Url

Provider of ReqSeek-bert-base-uncased huggingface.co

kasrahabib
ORGANIZATIONS
huggingface.co

Other API from kasrahabib

 huggingface.co
kasrahabib/KM35NCDF

Total runs: 14
Run Growth: 14
Growth Rate: 100.00%
Updated:August 07 2023