Setting completion function args via CLI does not work

[LoryPack]

Describe the bug

The response to issue #512 implemented a way to dynamically change API parameters (such as temperature) from the CLI (by looking at the code, the argument name has been changed to --completion_args). However, the arguments passed there do not seem to be used correctly.

To Reproduce

1. Try running any eval, with a completion function corresponding to an openai model, by setting a parameter of the API, such as the temperature; for instance: oaieval gpt-3.5-turbo-0125 <eval_name> --completion_args 'temperature=0.5'
2. The following error is raised:

   Traceback (most recent call last):
   File "/home/lorenzo/venv/recog-LLM_capabilities/bin/oaieval", line 8, in <module>
   sys.exit(main())
   File "/home/lorenzo/venv/recog-LLM_capabilities/lib/python3.9/site-packages/evals/cli/oaieval.py", line 277, in main
   run(args)
   File "/home/lorenzo/venv/recog-LLM_capabilities/lib/python3.9/site-packages/evals/cli/oaieval.py", line 146, in run
   completion_fn_instances = [
   File "/home/lorenzo/venv/recog-LLM_capabilities/lib/python3.9/site-packages/evals/cli/oaieval.py", line 147, in <listcomp>
   registry.make_completion_fn(url, **additonal_completion_args) for url in completion_fns
   File "/home/lorenzo/venv/recog-LLM_capabilities/lib/python3.9/site-packages/evals/registry.py", line 124, in make_completion_fn
   return OpenAIChatCompletionFn(model=name, n_ctx=n_ctx, **kwargs)
   TypeError: __init__() got an unexpected keyword argument 'temperature'

   The reason is that OpenAIChatCompletionFn is not called correctly, as its __init__ is the following:

   def __init__(
       self,
       model: Optional[str] = None,
       api_base: Optional[str] = None,
       api_key: Optional[str] = None,
       n_ctx: Optional[int] = None,
       extra_options: Optional[dict] = {},
   ):

Code snippets

No response

OS

Ubuntu 20.04

Python version

python 3.9

Library version

git+https://github.com/openai/evals.git@dd96814dd96bd64f3098afca8dc873aa8d8ce4c8

[sahilrajput03]

Can you please help me figure out https://github.com/openai/evals/issues/1564