Remove instances where model_args and model_kwargs are provided #798

[dylanberens]

Description

Removed *model_args from 'run_with_cache()' and 'run_with_hooks()' functions, and replaced all those function calls' positional arguments with keyword arguments-- as input= (and inputs= for all audio model calls)

Fixes #798

Type of change

Please delete options that are not relevant.

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

Screenshots

N/A

Checklist:

• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes
• I have not rewritten tests relating to key interfaces which would affect backward compatibility

[jlarson4]

Hi @dylanberens! A couple notes on this one:

1. Please update the PR title to match the contents of the PR
2. Please rebase the PR to dev-4.x. This specific issue is slated for the next major version release, due to the significant nature of the breaking change
3. Review all failing CI paths and resolve any errors. If you get to a point where all your errors are 429 errors from HuggingFace or stderr outputs in notebooks, let me know and I can manually rerun them.

Additionally, the intention is to deprecate the HookedTransformers system in 4.x. Until I get around to prepping for that release and auditing to determine which features are covered under TransformerBridge, I won't know for 100% certain what will be dropped and what will be kept. Some of your work may end up deprecated before a release happens, so if you want to wait to do this work until I have a chance to do a feature audit, that is completely acceptable.

[dylanberens]

Hi @dylanberens! A couple notes on this one:

1. Please update the PR title to match the contents of the PR
2. Please rebase the PR to dev-4.x. This specific issue is slated for the next major version release, due to the significant nature of the breaking change
3. Review all failing CI paths and resolve any errors. If you get to a point where all your errors are 429 errors from HuggingFace or stderr outputs in notebooks, let me know and I can manually rerun them.

Additionally, the intention is to deprecate the HookedTransformers system in 4.x. Until I get around to prepping for that release and auditing to determine which features are covered under TransformerBridge, I won't know for 100% certain what will be dropped and what will be kept. Some of your work may end up deprecated before a release happens, so if you want to wait to do this work until I have a chance to do a feature audit, that is completely acceptable.

hi @jlarson4! i've updated the title and rebased the PR to dev-4.x. I'll put this on pause until your feature audit makes it clearer what we need to adjust. thanks!