Class: Informers::M2M100ForConditionalGeneration

Inherits:
M2M100PreTrainedModel 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) ⇒ M2M100ForConditionalGeneration

Returns a new instance of M2M100ForConditionalGeneration.



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# File 'lib/informers/models.rb', line 903

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.to_f
end