Model accepts arbitrary parameters without validation or warnings #2184
Description
The LanguageModel class accepts any kwargs and silently stores them as attributes without validation. This causes silent failures when users make typos or use unsupported parameters.
Example:
# All of these are accepted without error:
m = Model('gpt-4o-mini',
temprature=0.7, # Typo - should be temperature
unicorn_mode=True, # Complete nonsense
n=5) # Real parameter that seems to work but doesn'tRoot cause: In language_model.py lines 240-242:
for key, value in kwargs.items():
if key not in parameters:
setattr(self, key, value) # Accepts anythingSuggested fix:
Either validate against known parameters or at least warn when unknown parameters are provided.