Response selector training not working

Rasa Open Source
1

Hi, I’m training my model and everything works properly and just fails when it comes to training the response selector:

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image1286×445 72.9 KB

My config file:

pipeline:
  - name: ConveRTTokenizer
  - name: ConveRTFeaturizer
  - name: RegexFeaturizer
  - name: LexicalSyntacticFeaturizer
  - name: CountVectorsFeaturizer
  - name: CountVectorsFeaturizer
analyzer: "char_wb"
min_ngram: 1
max_ngram: 4
  - name: DIETClassifier
epochs: 1
  - name: EntitySynonymMapper
epochs: 1
  - name: ResponseSelector
epochs: 1


# Configuration for Rasa Core.
# https://rasa.com/docs/rasa/core/policies/
policies:
  - name: MemoizationPolicy
  - name: KerasPolicy
  - name: MappingPolicy
2

Do you get any error message? Can you please run the training with the debug flag ( rasa train --debug)?

3

I’ve solved this, there was not enough memory on my laptop so I had to train the model on AWS but even there it didn’t work on micro instance so I had to make a larger instance.