readme: ---
  tags:
  - generated_from_trainer
  model-index:
  - name: ai-club-inductions-21-nlp-ELECTRA-base-squad
    results: []
  ---
  
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
  should probably proofread and complete it, then remove this comment. -->
  
  # ai-club-inductions-21-nlp-ELECTRA-base-squad
  
  This model is the deepset/electra-base-squad2 pre-trained model trained on data from AI Inductions 21 NLP competition (https://www.kaggle.com/c/ai-inductions-21-nlp) for extractive QA.
  
  ## Model description
  
  More information needed
  
  ## Intended uses & limitations
  
  AI Inductions 21 NLP competition
  
  ## Training and evaluation data
  
  AI Inductions 21 NLP competition data
  
  ## Training procedure
  
  ### Training hyperparameters
  
  The following hyperparameters were used during training:
  - max_length = 512
  - doc_stride = 384
  - learning_rate: 2e-05
  - weight_decay=0.01
  - train_batch_size: 16
  - eval_batch_size: 16
  - seed: 42
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  - lr_scheduler_type: linear
  - num_epochs: 10
  
  ### Framework versions
  
  - Transformers 4.11.3
  - Pytorch 1.7.1+cpu
  - Datasets 1.14.0
  - Tokenizers 0.10.3
  