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@@ -21,9 +21,10 @@ seq = EvalImaginaryEmbeddingsForSequenceModeling('Justus-Jonas/Imaginary-Embeddi
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  # add candidates and context
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  seq.load_candidates_from_strings(["I'm fine, thanks. How are you?", "Where did you go?", "ACL is an interesting conference"])
 
 
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  seq.create_context(["Hi!",'Hey, how are you?'], precompute_top_p=0.8)
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- # pre-compute and keep 80% of utterances
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  seq.sequence_modeling_with_precompute("I am doing good. Today I went for a walk. ")
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  ```
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  # add candidates and context
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  seq.load_candidates_from_strings(["I'm fine, thanks. How are you?", "Where did you go?", "ACL is an interesting conference"])
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+
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+ # create context, pre-compute and keep 80% of utterances
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  seq.create_context(["Hi!",'Hey, how are you?'], precompute_top_p=0.8)
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  seq.sequence_modeling_with_precompute("I am doing good. Today I went for a walk. ")
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  ```
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