  [model]
  @architectures = "spacy.TextCatEnsemble.v2"
  
  [model.tok2vec]
  @architectures = "spacy.Tok2Vec.v1"
  
  [model.tok2vec.embed]
  @architectures = "spacy.MultiHashEmbed.v2"
  width = 64
  rows = [2000, 2000, 1000, 1000, 1000, 1000]
 
</s> remove @architectures = "spacy.MultiHashEmbed.v1"
 </s> add @architectures = "spacy.MultiHashEmbed.v2" </s> remove @architectures = "spacy.Tok2Vec.v1"
 </s> add @architectures = "spacy.Tok2Vec.v2" </s> remove @architectures = "spacy.MaxoutWindowEncoder.v1"
 </s> add @architectures = "spacy.MaxoutWindowEncoder.v2" </s> remove @architectures = "spacy.MaxoutWindowEncoder.v1"
 </s> add @architectures = "spacy.MaxoutWindowEncoder.v2"
@architectures = "spacy.Tok2Vec.v2"
  [model]
  @architectures = "spacy.TextCatEnsemble.v2"
  
  [model.tok2vec]
@architectures = "spacy.Tok2Vec.v2"
  
  [model.tok2vec.embed]
  @architectures = "spacy.MultiHashEmbed.v2"
  width = 64
  rows = [2000, 2000, 1000, 1000, 1000, 1000]
keep keep keep keep replace keep keep keep keep keep
 update default configs to recent versions (#11618) 
spacy/pipeline/textcat_multilabel.py