pminervini's picture
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history blame
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from typing import List, Union
ValueType = Union[str, List[str]]
def doc_to_text(doc: dict[str, ValueType]) -> str:
history_str = " ".join([f'[{"Human" if i % 2 == 0 else "Assistant"}] {m}' for i, m in enumerate(doc['history'])])
doc_text = f'#Knowledge#: {doc["knowledge"]}\n#Dialogue History#: {history_str}\n#Response#: {doc["response"]}\n#Hallucinated#:'
return doc_text
def doc_to_text_v2(doc: dict[str, ValueType]) -> str:
history_str = " ".join([f'[{"Human" if i % 2 == 0 else "Assistant"}] {m}' for i, m in enumerate(doc['history'])])
doc_text = f'#Knowledge#: {doc["knowledge"]}\n#Dialogue History#: {history_str}\n#Response#: {doc["original_response"]}\n#Hallucinated#:'
return doc_text
def doc_to_target(doc: dict[str, ValueType]) -> str:
res = "true" if "Hallucination" in doc["BEGIN"] else "false"
return res