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systemrequest's Introduction

SystemRequest

DatasetCreation:

  • api: call api using request lib
  • data: data received from vSDS team
  • data_creation: data created for matching (functional) problem, text2table problem
  • data_prepare: prepared data after prompting and before training
  • demo: demo the system before deploying
  • deploy: building docker image for deploying on GPU environment
  • deploy_support: prepare for deploy (load model)
  • process: process raw data from folder "data"
  • prompt: generate data using GPT api

Order to view and follow:

  • generate data: data -> process -> prompt -> data_prepare -> data_creation
  • call api: api
  • system view: demo -> deploy, deploy_support

Training

  • data: data for training Text2Table model
  • output: output of training process
  • text2table: python file for training Text2Table model
  • matching: run each .ipynb in drive for training
  • file Text2TableTraining.ipynb: run all in kaggle for training.

systemrequest's People

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tranxuanhuy267 avatar

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