Sponsored by AdsCreator.com
Toolify Toolify logo
AI Models
bert-sentiment-model-portuguese

lipaoMai / bert-sentiment-model-portuguese

Run on huggingface.co
huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: -1
30-day runs: -3
Model's Last Updated: August 05 2024

Introduction of bert-sentiment-model-portuguese

Model Details of bert-sentiment-model-portuguese

bert-sentiment-model-portuguese

This model is a fine-tuned version of neuralmind/bert-base-portuguese-cased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1480
  • Accuracy: 0.9634
  • F1: 0.9633
  • Precision: 0.9636
  • Recall: 0.9634
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
  • lr_scheduler_warmup_ratio: 0.03
  • num_epochs: 2
Training results
Training Loss Epoch Step Validation Loss Accuracy F1 Precision Recall
0.1247 1.0 359 0.1624 0.9561 0.9560 0.9570 0.9561
0.0959 2.0 718 0.1480 0.9634 0.9633 0.9636 0.9634
Framework versions
  • Transformers 4.42.4
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of lipaoMai bert-sentiment-model-portuguese on huggingface.co

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

More Information About bert-sentiment-model-portuguese huggingface.co Model

More bert-sentiment-model-portuguese license Visit here:

https://choosealicense.com/licenses/mit

bert-sentiment-model-portuguese huggingface.co

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

bert-sentiment-model-portuguese huggingface.co Url

https://huggingface.co/lipaoMai/bert-sentiment-model-portuguese

lipaoMai bert-sentiment-model-portuguese online free

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

lipaoMai bert-sentiment-model-portuguese online free url in huggingface.co:

https://huggingface.co/lipaoMai/bert-sentiment-model-portuguese

bert-sentiment-model-portuguese install

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

bert-sentiment-model-portuguese install url in huggingface.co:

https://huggingface.co/lipaoMai/bert-sentiment-model-portuguese

Url of bert-sentiment-model-portuguese

bert-sentiment-model-portuguese huggingface.co Url

Provider of bert-sentiment-model-portuguese huggingface.co

lipaoMai
ORGANIZATIONS
huggingface.co

Other API from lipaoMai