emmabedna / bert-base-multilingual-cased-finetuned-language_classification

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: 0
30-day runs: 3
Model's Last Updated: February 23 2024
token-classification

Introduction of bert-base-multilingual-cased-finetuned-language_classification

Model Details of bert-base-multilingual-cased-finetuned-language_classification

bert-base-multilingual-cased-finetuned-language_classification

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

  • Loss: 0.0876
  • Precision: 0.8954
  • Recall: 0.9009
  • F1: 0.8982
  • Accuracy: 0.9785
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: 10
  • eval_batch_size: 10
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
No log 1.0 150 0.1431 0.8415 0.8390 0.8402 0.9649
No log 2.0 300 0.0927 0.8878 0.8905 0.8892 0.9767
No log 3.0 450 0.0876 0.8954 0.9009 0.8982 0.9785
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu118
  • Datasets 2.15.0
  • Tokenizers 0.15.0

Runs of emmabedna bert-base-multilingual-cased-finetuned-language_classification on huggingface.co

10
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
3
30-day runs

More Information About bert-base-multilingual-cased-finetuned-language_classification huggingface.co Model

More bert-base-multilingual-cased-finetuned-language_classification license Visit here:

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

bert-base-multilingual-cased-finetuned-language_classification huggingface.co

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

bert-base-multilingual-cased-finetuned-language_classification huggingface.co Url

https://huggingface.co/emmabedna/bert-base-multilingual-cased-finetuned-language_classification

emmabedna bert-base-multilingual-cased-finetuned-language_classification online free

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

emmabedna bert-base-multilingual-cased-finetuned-language_classification online free url in huggingface.co:

https://huggingface.co/emmabedna/bert-base-multilingual-cased-finetuned-language_classification

bert-base-multilingual-cased-finetuned-language_classification install

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

bert-base-multilingual-cased-finetuned-language_classification install url in huggingface.co:

https://huggingface.co/emmabedna/bert-base-multilingual-cased-finetuned-language_classification

Url of bert-base-multilingual-cased-finetuned-language_classification

bert-base-multilingual-cased-finetuned-language_classification huggingface.co Url

Provider of bert-base-multilingual-cased-finetuned-language_classification huggingface.co

emmabedna
ORGANIZATIONS

Other API from emmabedna

huggingface.co

Total runs: 5
Run Growth: 0
Growth Rate: 0.00%
Updated:January 25 2025