If you want something near production ready with your custom data you can try to explore:

  

      github.com
  

  
    legacyai/tf-transformers/blob/main/src/tf_transformers/notebooks/tutorials/ner_albert.ipynb 34


    {
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "MTy_I5RsT3to"
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "RE1LHLVeU3qR"
   },
   "outputs": [],
   "source": [
    "# Install tf-transformers from github"



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