config_big.yaml

experiment_name: "runs/transformer_big"

dataset:
  src_lang: 'lo'
  src_tokenizer: 'BPE'
  src_max_seq_len: 400
  tgt_lang: 'vi'
  tgt_tokenizer: 'WordLevel'
  tgt_max_seq_len: 350
  train_dataset: 'train_clean.dat'
  validate_dataset: 'dev_clean.dat'
  tokenizer_file: "tokenizer_{0}.json"

model: # 42688527 parameters
  d_model: 512
  num_heads: 8
  d_ff: 2048
  dropout_p: 0.3
  num_encoder_layers: 4
  num_decoder_layers: 2
  model_folder: "weights"
  model_basename: "transformer_"
  preload: "big"