readme: ---
  tags:
  - bert
  - token-classification
  - sequence-tagger-model
  language: en
  widget:
  - text: "Total exports of maize"
  ---
  
  ## Token Classification
  Classifies Gro's items and metrics
  
  | **tag**                        | **token** |
  |---------------------------------|-----------|
  |B-ITEM    | BEGINNING ITEM|
  |I-ITEM    | INSIDE ITEM|
  |B-METRIC   |BEGINNING METRIC  |
  |I-METRIC    | INSIDE METRIC|
  |O          | OUTSIDE |
  
  ---
  
  ### Training: Script to train this model
  
  The following Flair script was used to train this model: 
  
  ```python
  from transformers import AutoModelForTokenClassification, AutoTokenizer, pipeline
  tokenizer = AutoTokenizer.from_pretrained("Wanjiru/autotrain_gro_ner")
  
  model = AutoModelForTokenClassification.from_pretrained("Wanjiru/autotrain_gro_ner")
  
  nlp = pipeline("ner", model=model, tokenizer=tokenizer)
  example = "Wanjru"
  ner_res = nlp(example)
    
  ```
  
  
  
  ---
  