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bert-large-uncased_peft

boda / bert-large-uncased_peft

Run on huggingface.co
huggingface.co
Total runs: 0
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: March 14 2024

Introduction of bert-large-uncased_peft

Model Details of bert-large-uncased_peft

bert-large-uncased_peft

This model is a fine-tuned version of bert-large-uncased on the massive dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5312
  • Accuracy: 0.8742
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: 0.0002
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: constant
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 15
Training results
Training Loss Epoch Step Validation Loss Accuracy
1.7801 1.39 500 0.6850 0.8219
0.5228 2.78 1000 0.5273 0.8736
0.3262 4.17 1500 0.5020 0.8819
0.2176 5.56 2000 0.5455 0.8864
0.1605 6.94 2500 0.5884 0.8834
0.1105 8.33 3000 0.6838 0.8731
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.0.1+cu117
  • Datasets 2.14.5
  • Tokenizers 0.14.0

Runs of boda bert-large-uncased_peft on huggingface.co

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

More Information About bert-large-uncased_peft huggingface.co Model

More bert-large-uncased_peft license Visit here:

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

bert-large-uncased_peft huggingface.co

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

bert-large-uncased_peft huggingface.co Url

https://huggingface.co/boda/bert-large-uncased_peft

boda bert-large-uncased_peft online free

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

boda bert-large-uncased_peft online free url in huggingface.co:

https://huggingface.co/boda/bert-large-uncased_peft

bert-large-uncased_peft install

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

bert-large-uncased_peft install url in huggingface.co:

https://huggingface.co/boda/bert-large-uncased_peft

Url of bert-large-uncased_peft

bert-large-uncased_peft huggingface.co Url

Provider of bert-large-uncased_peft huggingface.co

boda
ORGANIZATIONS
huggingface.co

Other API from boda

 huggingface.co
boda/ANER

Total runs: 37
Run Growth: 27
Growth Rate: 72.97%
Updated:September 18 2023