Hugging Face's logo

Atheer174
/
my_awesome_wnut_model3

Token Classification
Transformers
PyTorch
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Community
1
my_awesome_wnut_model3 / README.md
Atheer174's picture
Atheer174
End of training
7559a4a
preview code
|
raw
history blame
1.58 kB
metadata
license: apache-2.0
base_model: Atheer174/my_awesome_wnut_model3
tags:
  - generated_from_trainer
metrics:
  - precision
  - recall
  - f1
  - accuracy
model-index:
  - name: my_awesome_wnut_model3
    results: []

my_awesome_wnut_model3

This model is a fine-tuned version of Atheer174/my_awesome_wnut_model3 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0102
  • Precision: 0.9975
  • Recall: 0.9979
  • F1: 0.9977
  • Accuracy: 0.9987

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
  • num_epochs: 1

Training results

Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.0005 1.0 2470 0.0102 0.9975 0.9979 0.9977 0.9987

Framework versions

  • Transformers 4.33.2
  • Pytorch 1.13.1+cu117
  • Datasets 2.14.5
  • Tokenizers 0.13.3