README.md

---
language: en
license: apache-2.0
datasets:
- conll2003
model-index:
- name: elastic/distilbert-base-uncased-finetuned-conll03-english
  results:
  - task:
      type: token-classification
      name: Token Classification
    dataset:
      name: conll2003
      type: conll2003
      config: conll2003
      split: validation
    metrics:
    - type: accuracy
      value: 0.9854480753649896
      name: Accuracy
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjcxZmJmZjE1Y2EzYWYzZDJjMTFhMGVlYWU1OThhYTY2NTZiMmRlYzY4MTcyZTkzYmNlNmI2YWE0Y2ZiYTcyZCIsInZlcnNpb24iOjF9.IDIpE6cedd9eW82XzNgl5buN9BdQPwQ7FfDJXBhuVkbZVRP31x0Q2wyKqw4PMXUtfVwdSD9ryc0HKx6sslcPDQ
    - type: precision
      value: 0.9880928983228512
      name: Precision
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTRiYTYwNDAxNGMwOWQ2MjExZGU2OThiYTM2N2UyMjFhNDEyMzI3ZWFjYWJmNDNhMjRhMDIwNzFkNDc1YWYwMyIsInZlcnNpb24iOjF9.iYDlmVGs9cU6qZ-vEdqdwBMe3O1vv7zEg7IYshL-NDctCbD2QKvVHBkBqhcD4ydjevK3VDOigQclwZEJw1shCQ
    - type: recall
      value: 0.9895677847945542
      name: Recall
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNmVlYzliMDFiYmQyMGMwMDRhMDc5NTliNjRiNDczMGI4YjdjMWRiNDhmMWQ2ZmRlYTg4ZTU3NDAyOTdjYTA0NCIsInZlcnNpb24iOjF9.c4EwFSv8IO4E2PcSOaiK7UNjTM-wU3PE9AgOfsgfE3IeZ31jJqVxPbKBBW6YgaVXKgNp_O3U58zcC_EnE9-PAg
    - type: f1
      value: 0.9888297915932504
      name: F1
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2ViZmE3NjMwZjJmMTU4MDMyOWZjNDY5YjQzYzMyNWExZTA1NDM2ZjViNzdmNWJmM2IzMGEwYmM3MzRiNmM4NiIsInZlcnNpb24iOjF9.HD0BOw-IRrvIFswHKU8uNrNizvmfaaXYYo81KML0NFBS1-4BGWrRgo3gcxTYOCzvDyC5rTy6jKOV8KPRwJEfDg
    - type: loss
      value: 0.06707527488470078
      name: loss
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmE1NjExNTdkOWMyZTNkNWIyZTA5OTU3NzBmZmI0NWVhMjY4ZmVmZjdmM2NhNmY0YWNjMGE0OGJiMmQwZTQ2NiIsInZlcnNpb24iOjF9.E28oWv-H4AJvAHcAuFLomho0-_CSkzsCgYesEhIkjzUvP0YSjwDUHN_qAkndBIzw6bMEKplT8a3FCWePN1ScAA
---

[DistilBERT base uncased](https://huggingface.co/distilbert-base-uncased), fine-tuned for NER using the [conll03 english dataset](https://huggingface.co/datasets/conll2003). Note that this model is **not** sensitive to capital letters — "english" is the same as "English". For the case sensitive version, please use [elastic/distilbert-base-cased-finetuned-conll03-english](https://huggingface.co/elastic/distilbert-base-cased-finetuned-conll03-english).

## Versions

- Transformers version: 4.3.1
- Datasets version: 1.3.0

## Training

```
$ run_ner.py \
  --model_name_or_path distilbert-base-uncased \
  --label_all_tokens True \
  --return_entity_level_metrics True \
  --dataset_name conll2003 \
  --output_dir /tmp/distilbert-base-uncased-finetuned-conll03-english \
  --do_train \
  --do_eval
```

After training, we update the labels to match the NER specific labels from the
dataset [conll2003](https://raw.githubusercontent.com/huggingface/datasets/1.3.0/datasets/conll2003/dataset_infos.json)