Sponsored by Vmake Labs Video Enhancer
Toolify Toolify logo
AI Models
BERT-finetuned-ner-pablo-just-classifier

pabRomero / BERT-finetuned-ner-pablo-just-classifier

Run on huggingface.co
huggingface.co
Total runs: 1
24-hour runs: 0
7-day runs: 1
30-day runs: 0
Model's Last Updated: August 17 2024

Introduction of BERT-finetuned-ner-pablo-just-classifier

Model Details of BERT-finetuned-ner-pablo-just-classifier

BERT-finetuned-ner-pablo-just-classifier

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

  • Loss: 0.1826
  • Precision: 0.6355
  • Recall: 0.6417
  • F1: 0.6386
  • Accuracy: 0.9550
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: 0.1
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.05
  • num_epochs: 3
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.6403 0.9996 652 0.4524 0.4481 0.5957 0.5114 0.9347
0.5852 1.9992 1304 0.3430 0.4741 0.6281 0.5404 0.9373
0.3808 2.9989 1956 0.1826 0.6355 0.6417 0.6386 0.9550
Framework versions
  • Transformers 4.44.0
  • Pytorch 2.4.0+cu124
  • Datasets 2.21.0
  • Tokenizers 0.19.1

Runs of pabRomero BERT-finetuned-ner-pablo-just-classifier on huggingface.co

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

More Information About BERT-finetuned-ner-pablo-just-classifier huggingface.co Model

More BERT-finetuned-ner-pablo-just-classifier license Visit here:

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

BERT-finetuned-ner-pablo-just-classifier huggingface.co

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

BERT-finetuned-ner-pablo-just-classifier huggingface.co Url

https://huggingface.co/pabRomero/BERT-finetuned-ner-pablo-just-classifier

pabRomero BERT-finetuned-ner-pablo-just-classifier online free

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

pabRomero BERT-finetuned-ner-pablo-just-classifier online free url in huggingface.co:

https://huggingface.co/pabRomero/BERT-finetuned-ner-pablo-just-classifier

BERT-finetuned-ner-pablo-just-classifier install

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

BERT-finetuned-ner-pablo-just-classifier install url in huggingface.co:

https://huggingface.co/pabRomero/BERT-finetuned-ner-pablo-just-classifier

Url of BERT-finetuned-ner-pablo-just-classifier

BERT-finetuned-ner-pablo-just-classifier huggingface.co Url

Provider of BERT-finetuned-ner-pablo-just-classifier huggingface.co

pabRomero
ORGANIZATIONS
huggingface.co

Other API from pabRomero

 huggingface.co
pabRomero/arabic-ner

Total runs: 5
Run Growth: -1
Growth Rate: -20.00%
Updated:September 30 2024