code: def test_run_squad_seq2seq(self):
      tmp_dir = self.get_auto_remove_tmp_dir()
      testargs = f"""
              run_seq2seq_qa.py
              --model_name_or_path t5-small
              --context_column context
              --question_column question
              --answer_column answers
              --version_2_with_negative
              --train_file tests/fixtures/tests_samples/SQUAD/sample.json
              --validation_file tests/fixtures/tests_samples/SQUAD/sample.json
              --output_dir {tmp_dir}
              --overwrite_output_dir
              --max_steps=10
              --warmup_steps=2
              --do_train
              --do_eval
              --learning_rate=2e-4
              --per_device_train_batch_size=2
              --per_device_eval_batch_size=1
              --predict_with_generate
          """.split()
  
      with patch.object(sys, "argv", testargs):
          run_squad_seq2seq.main()
          result = get_results(tmp_dir)
          self.assertGreaterEqual(result["eval_f1"], 30)
          self.assertGreaterEqual(result["eval_exact"], 30)
  
imports: import argparse
  import json
  import logging
  import os
  import sys
  from unittest.mock import patch
  import torch
  from transformers import ViTMAEForPreTraining, Wav2Vec2ForPreTraining
  from transformers.testing_utils import CaptureLogger, TestCasePlus, get_gpu_count, slow, torch_device
  from transformers.utils import is_apex_available
label_desc: Use image node_id 7 for calling the ExamplesTests obj's underlying member method code with example usage: obj.test_run_squad_seq2seq() without return types