Action server failing in interactive learning

Hello , I am encountering an error trying to invoke custom action . I have attached the screenshot of the error below . Please help me solve this error . Thank you

@Venkat your issue is with interactive learning or custom actions? the above screenshot of which server? 5005 or 5055? please upload pic for that with the command you wrote.

I think the problem is with the action server because I gave it a try with rasa shell but im getting no response from the action server

@Venkat I can’t suggest anything, please run action server rasa run actions --debug and share the screenshot? and even run rasa server?

or does this error have any relation with tensorflow because I’m getting lot of warnings related to the shape of the tensor

@Venkat share config file

# Configuration for Rasa NLU.

# https://rasa.com/docs/rasa/nlu/components/

language: en

pipeline:

  # No configuration for the NLU pipeline was provided. The following default pipeline was used to train your model.

# # If you'd like to customize it, uncomment and adjust the pipeline.

# # See https://rasa.com/docs/rasa/tuning-your-model for more information.

    - name: WhitespaceTokenizer

    - name: RegexFeaturizer

    - name: LexicalSyntacticFeaturizer

    - name: CountVectorsFeaturizer

    - name: CountVectorsFeaturizer

      analyzer: char_wb

      min_ngram: 1

      max_ngram: 4

    - name: DIETClassifier

      epochs: 100

      constrain_similarities: true

    - name: EntitySynonymMapper

    - name: ResponseSelector

      epochs: 100

      constrain_similarities: true

    - name: FallbackClassifier

      threshold: 0.3

      ambiguity_threshold: 0.6

# Configuration for Rasa Core.

# https://rasa.com/docs/rasa/core/policies/

policies:

  - name: MemoizationPolicy

  - name: RulePolicy

  - name: UnexpecTEDIntentPolicy

    max_history: 5

    epochs: 100

  - name: TEDPolicy

    max_history: 5

    epochs: 100

    constrain_similarities: true

@Venkat delete all the previous models and try train again, rasa train --debug

@Venkat what is your rasa version by the way ? share rasa --version

@Venkat Always mention @ and nik202

@nik202 this is my rasa version

Rasa Version      :         2.8.15
Minimum Compatible Version: 2.8.9
Rasa SDK Version  :         2.8.2
Rasa X Version    :         0.39.3
Python Version    :         3.8.10
Operating System  :         Windows-10-10.0.22509-SP0
Python Path       :         c:\users\hp\desktop\rasa_projects\rasa\scripts\python.exe

@Venkat perfect! Now train the model again, while deleting older model.

@Venkat Is your DIET trained properly, as you highlighted I can’t see its 100% trained or not.

@nik202 I deleted the models and trained the model again but the model is predicting the wrong action why is that if you see in the below screen the bot has predicted action listen instead of action_area_buttons