[HALLUCINATIONS]: some specific patterns of class are hallucinating

[jqueguiner]

we have a bunch of classes

they all act great with no major hallucinations but systematically with small nested structure we are seeing hallucinations for instance in the schema

class Quantity(BaseModel):
  VALUE: float = Field(description="The value of the quantity.")
  UNIT: str = Field(description="The unit of the quantity.")

class Drug:
  NAME: str
  QUANTITY: Quantity
   
class Healthcare(BaseModel):
  NAME: str
  DRUG: List[Drug]

Quantity will systematically be hallucinated whatever the model.