hi, i have some doubts about config.yml file, my faqbot is confusing itself
My stories are formatted as a single story and the longest story has 3 intents. i’m using forms, slots and custom actions. It has 557 intents and 4719 intents examples.
i’t’s my config.yml file:
language: pt
pipeline:
- name: “SpacyNLP”
- name: “SpacyTokenizer”
- name: “RegexFeaturizer”
- name: “CRFEntityExtractor”
- name: “EntitySynonymMapper”
- name: “CountVectorsFeaturizer” strip_accents: “unicode” analyzer: “char_wb” min_ngram: 1 max_ngram: 4
- name: “CustomLemma”
- name: “EmbeddingIntentClassifier”
policies:
- name: FormPolicy
- name: AugmentedMemoizationPolicy max_history: 1
- name: KerasPolicy validation_split: 0.2 batch_size: 200 epochs: 800
- name: MappingPolicy
- name: FallbackPolicy nlu_threshold: 0.7 core_threshold: 0.7 fallback_action_name: “utter_default”
CustomLemma is my custom component. I’m training the chatbot with augmentation parameter “–augmentation 300”
Is there a better way to config my config.yml ?