https://github.com/basalam/entity-classifier

A project for dear interns on classifying entities for BSLM products
https://github.com/basalam/entity-classifier

Last synced: 5 months ago
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A project for dear interns on classifying entities for BSLM products

• Host: GitHub
• URL: https://github.com/basalam/entity-classifier
• Owner: basalam
• Created: 2024-05-14T12:31:36.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-05-19T20:33:03.000Z (about 2 years ago)
• Last Synced: 2024-05-20T22:14:47.429Z (about 2 years ago)
• Language: Python
• Homepage:
• Size: 11.7 KB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Entity Classifier

A project for dear interns on classifying entities for BSLM products

## How to work?

- The goal of this project is to classify entities with the highest possible accuracy. First, download the data as described in the `load_dataset.py` file. If you need a GPU for experiments, you can use Google Colab and Kaggle.

- After developing and evaluating the model, you need to perform two tasks: 

  - First, push the model to your Hugging Face account. 

  - Second, write a Python script that loads the model and evaluates it on a test dataset that you created from the training dataset. 

  - Finally, submit this script by opening a pull request on this repository.

- If you have any questions, feel free to ask me on Telegram @esmln

Good Luck