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⚡️ Speed up function is_tokens_or_list_of_tokens by 121% #158

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⚡️ Speed up function is_tokens_or_list_of_tokens by 121% #158

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25 changes: 18 additions & 7 deletions litellm/llms/openai/completion/utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -12,14 +12,25 @@

def is_tokens_or_list_of_tokens(value: List):
# Check if it's a list of integers (tokens)
if isinstance(value, list) and all(isinstance(item, int) for item in value):
return True
if isinstance(value, list):
for item in value:
if not isinstance(item, int):
break
else:
return True
# Check if it's a list of lists of integers (list of tokens)
if isinstance(value, list) and all(
isinstance(item, list) and all(isinstance(i, int) for i in item)
for item in value
):
return True
if isinstance(value, list):
for item in value:
if not isinstance(item, list):
break
for i in item:
if not isinstance(i, int):
break
else:
continue
break
else:
return True
return False


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