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implement quick and robust story fingerprinting #7955

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wochinge opened this issue Feb 15, 2021 · 0 comments
Closed
2 tasks

implement quick and robust story fingerprinting #7955

wochinge opened this issue Feb 15, 2021 · 0 comments
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area:rasa-oss 🎡 Anything related to the open source Rasa framework area:rasa-oss/training-data Issues focused around Rasa training data (stories, NLU, domain, etc.) effort:atom-squad/4 Label which is used by the Rasa Atom squad to do internal estimation of task sizes. feature:ux-cli+training-data Feature: Improve user experience with Rasa CLI and training data for developers type:maintenance 🔧 Improvements to tooling, testing, deployments, infrastructure, code style.

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@wochinge
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wochinge commented Feb 15, 2021

Description of Problem:
We are fingerprinting the stories here, to ensure that we skip re-training the models in case the training data didn't change.

Overview of the Solution:

Definition of Done:

  • Fingerprinting stories is quick (e.g. takes less than 30 seconds for the multiwoz dataset)
  • the fingerprint stays stable with OR statements and checkpoints across different runs
@wochinge wochinge added type:maintenance 🔧 Improvements to tooling, testing, deployments, infrastructure, code style. area:rasa-oss 🎡 Anything related to the open source Rasa framework area:rasa-oss/training-data Issues focused around Rasa training data (stories, NLU, domain, etc.) labels Feb 15, 2021
@TyDunn TyDunn added the feature:ux-cli+training-data Feature: Improve user experience with Rasa CLI and training data for developers label Feb 17, 2021
@joejuzl joejuzl added the effort:atom-squad/4 Label which is used by the Rasa Atom squad to do internal estimation of task sizes. label Feb 19, 2021
@wochinge wochinge closed this as completed Mar 9, 2021
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Labels
area:rasa-oss 🎡 Anything related to the open source Rasa framework area:rasa-oss/training-data Issues focused around Rasa training data (stories, NLU, domain, etc.) effort:atom-squad/4 Label which is used by the Rasa Atom squad to do internal estimation of task sizes. feature:ux-cli+training-data Feature: Improve user experience with Rasa CLI and training data for developers type:maintenance 🔧 Improvements to tooling, testing, deployments, infrastructure, code style.
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