| license: apache-2.0 | |
| tags: | |
| - generated_from_trainer | |
| datasets: | |
| - wnut_17 | |
| widget: | |
| - text: My name is Nour Eddine and I live in Morocco. | |
| base_model: distilbert-base-cased | |
| model-index: | |
| - name: distilbert_ner_wnut17 | |
| results: [] | |
| <!-- This model card has been generated automatically according to the information the Trainer had access to. You | |
| should probably proofread and complete it, then remove this comment. --> | |
| # distilbert_ner_wnut17 | |
| This model is a fine-tuned version of [distilbert-base-cased](https://huggingface.co/distilbert-base-cased) on [WNUT-17](https://huggingface.co/datasets/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 | |