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- language: zh
- pipeline:
- - name: JiebaTokenizer
- - name: LanguageModelFeaturizer
- model_name: bert
- model_weights: bert-base-chinese
- - name: RegexFeaturizer
- #- name: CRFEntityExtractor
- - name: LexicalSyntacticFeaturizer
- - name: CountVectorsFeaturizer
- - name: CountVectorsFeaturizer
- analyzer: char_wb
- min_ngram: 1
- max_ngram: 4
- - name: DIETClassifier
- entity_recognition: true
- intent_classification: true
- epochs: 400
- learning_rate: 0.0001
- ranking_length: 5
- - name: EntitySynonymMapper
- - name: RegexEntityExtractor
- use_word_boundaries: False #中文环境要用
- use_lookup_tables: True
- use_regexes: True
- - name: FallbackClassifier
- threshold: 0.3
- ambiguity_threshold: 0.1
- policies:
- - name: RulePolicy
- core_fallback_threshold: 0.3
- core_fallback_action_name: "action_default_fallback"
- enable_fallback_prediction: True
- - max_history: 6
- name: AugmentedMemoizationPolicy
- - name: TEDPolicy
- max_history: 10
- epochs: 40
- batch_size: 64
- embedding_dimension: 256
- attention_dimension: 128
- entity_recognition_model: "DIETClassifier"
- entity_recognition_embeddings: "sentence_transformers_all-MiniLM-L6-v2"
- - name: "MemoizationPolicy"
- - name: "RulePolicy"
- response_timeout: 120 # 以秒为单位
- action_execution_timeout: 120 # 以秒为单位
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