  discard_oversize = false
  tolerance = 0.2
  get_length = null
  
  [pretraining.corpus]
  @readers = "spacy.JsonlReader.v1"
  path = ${paths.raw}
  min_length = 5
  max_length = 500
  limit = 0
  
  [pretraining.objective]
  type = "characters"
  n_characters = 4
  
  [pretraining.optimizer]
 
</s> remove 
[training.corpus]

[training.corpus.train]
@readers = "spacy.Corpus.v1"
path = ${paths:train}
gold_preproc = true
max_length = 0
limit = 0

[training.corpus.dev]
@readers = "spacy.Corpus.v1"
path = ${paths:dev}
gold_preproc = ${training.read_train:gold_preproc}
max_length = 0
limit = 0
 </s> add dev_corpus = "corpora.dev"
train_corpus = "corpora.train" </s> remove [training]
seed = ${system:seed}
dropout = 0.2
init_tok2vec = ${paths:init_tok2vec}
vectors = null
accumulate_gradient = 1
max_steps = 0
max_epochs = 0
patience = 10000
eval_frequency = 200
score_weights = {"dep_las": 0.8, "tag_acc": 0.2}

[training.corpus]
 </s> add [corpora]
  discard_oversize = false
  tolerance = 0.2
  get_length = null
  







  [pretraining.objective]
  type = "characters"
  n_characters = 4
  
  [pretraining.optimizer]
keep keep keep keep replace replace replace replace replace replace replace keep keep keep keep keep
 generalize corpora, dot notation for dev and train corpus 
spacy/default_config_pretraining.cfg