readme: # Question & Answering Model for 'Save Your Minutes' from Dobby-AI 
  
  Electra_Large Discriminator fine-tuned on SQuAD2.0 and custom QA dataset
  
  This model is [ahotrod/electra_large_discriminator_squad2_512](https://huggingface.co/ahotrod/electra_large_discriminator_squad2_512/blob/main/README.md)
   trained on additional custom dataset as:
   
  ```
  !python3 run_squad.py  --model_type electra \
  						--model_name_or_path /content/electra_large_512 \
  						--do_lower_case \
  						--output_dir /content/model/\
  						--do_train \
  						--train_file $data_dir/additional_qa.json\
  						--version_2_with_negative \
  						--do_lower_case \
  						--num_train_epochs 3 \
  						--weight_decay 0.01 \
  						--learning_rate 3e-5 \
  						--max_grad_norm 0.5 \
  						--adam_epsilon 1e-6 \
  						--max_seq_length 512 \
  						--doc_stride 128 \
  						--threads 12 \
  						--logging_steps 50 \
  						--save_steps 1000 \
  						--overwrite_output_dir \
  						--per_gpu_train_batch_size 4
  ```						
  We used Google Colab for training the model,						