Class: Informers::BartForConditionalGeneration

Inherits:
BartPretrainedModel show all
Defined in:
lib/informers/models.rb

Constant Summary

Constants inherited from PreTrainedModel

PreTrainedModel::MAIN_INPUT_NAME

Instance Attribute Summary

Attributes inherited from PreTrainedModel

#config

Instance Method Summary collapse

Methods inherited from PreTrainedModel

#call, construct_session, from_pretrained, #generate

Constructor Details

#initialize(config, session, decoder_merged_session, generation_config) ⇒ BartForConditionalGeneration 



851
852
853
854
855
856
857
858
859
860
861
862
863
 
# File 'lib/informers/models.rb', line 851

def initialize(config, session, decoder_merged_session, generation_config)
  super(config, session)
  @decoder_merged_session = decoder_merged_session
  @generation_config = generation_config

  @num_decoder_layers = @config["decoder_layers"]
  @num_decoder_heads = @config["decoder_attention_heads"]
  @decoder_dim_kv = @config["d_model"] / @num_decoder_heads.to_f

  @num_encoder_layers = @config["encoder_layers"]
  @num_encoder_heads = @config["encoder_attention_heads"]
  @encoder_dim_kv = @config["d_model"] / @num_encoder_heads
end