transformers safetensors distilbert token-classification agriculture en dataset:ksgr5566/ner license:apache-2.0 autotrain_compatible endpoints_compatible region:us
---
datasets:
- ksgr5566/ner
language:
- en
library_name: transformers
license: apache-2.0
metrics:
- f1
pipeline_tag: token-classification
tags:
- agriculture
widget:
- text: Which are the best varities of tomatoes?
  example_title: Example- crop
- text: My paddy has been attacked by grasshopper.
  example_title: Example- crop + pest
- text: Where can I buy draught resistant paddy ?
  example_title: Example- seed type
---
# Model Card for Model ID
The model recognizes 3 types of entities - pest names, seed types, crop names.

## Model Details

### Model Description

<!-- Provide a longer summary of what this model is. -->



- **Developed by:** SamagraX | Transforming Governance
- **Shared by [optional]:** SamagraX | Transforming Governance
- **Model type:** Named Entity Recognition for agriculture
- **Language(s) (NLP):** Python
- **License:** MIT
- **Finetuned from model [optional]:** distilbert-base-uncased


## Uses

Helps extracting the crop name, pest names and seed details from a query asked.


