metadata

license: apache-2.0
tags:
  - generated_from_trainer
model-index:
  - name: distilbert_ner_wnut17
    results: []
datasets:
  - wnut_17
widget:
  - text: My name is Nour Eddine and I live in Morocco.

distilbert_ner_wnut17

This model is a fine-tuned version of distilbert-base-cased on WNUT-17 dataset.

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: 5e-05
train_batch_size: 16
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 3

Training results

Framework versions

Transformers 4.23.0
Pytorch 1.12.1+cu113
Tokenizers 0.13.1