Skip to content

Support target_modules: all in YAML configs #10

Description

@marksverdhei

Problem

When using target_modules: all in a YAML config, bakery fails with:

ValueError: Target modules all not found in the base model.

The LoraConfig.target_modules field is typed as List[str], so YAML scalar all gets parsed as the string "all" and passed directly to PEFT, which doesn't recognize it.

Expected behavior

target_modules: all (or target_modules: all-linear) in YAML should work and map to PEFT's "all-linear" string, which targets all linear layers.

Suggested fix

In config.py, add a __post_init__ to LoraConfig that normalizes the value:

def __post_init__(self):
    if self.target_modules == "all" or self.target_modules == ["all"]:
        self.target_modules = "all-linear"
    elif self.target_modules == ["all-linear"]:
        self.target_modules = "all-linear"

The type annotation may also need to accept Optional[Union[str, List[str]]] or similar to handle both forms from HfArgumentParser.

Workaround

Use a list with the PEFT-recognized string:

target_modules:
  - all-linear

Activity

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

      Milestone

      No milestone

      Relationships

      None yet

      Development

      No branches or pull requests

      Issue actions