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--- |
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license: apache-2.0 |
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language: |
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- en |
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library_name: transformers |
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pipeline_tag: token-classification |
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tags: |
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- agriculture |
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datasets: |
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- ksgr5566/ner |
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metrics: |
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- f1 |
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widget: |
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- text: "Which are the best varities of tomatoes?" |
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example_title: "Example- crop" |
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- text: "My paddy has been attacked by grasshopper." |
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example_title: "Example- crop + pest" |
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- text: "Where can I buy draught resistant paddy ?" |
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example_title: "Example- seed type" |
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--- |
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# Model Card for Model ID |
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The model recognizes 3 types of entities - pest names, seed types, crop names. |
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## Model Details |
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### Model Description |
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<!-- Provide a longer summary of what this model is. --> |
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- **Developed by:** SamagraX | Transforming Governance |
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- **Shared by [optional]:** SamagraX | Transforming Governance |
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- **Model type:** Named Entity Recognition for agriculture |
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- **Language(s) (NLP):** Python |
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- **License:** MIT |
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- **Finetuned from model [optional]:** distilbert-base-uncased |
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## Uses |
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Helps extracting the crop name, pest names and seed details from a query asked. |
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