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Add Configuration Entrypoint #21

Merged
merged 5 commits into from
Jun 13, 2024
Merged

Add Configuration Entrypoint #21

merged 5 commits into from
Jun 13, 2024

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dest1n1s
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This PR changed configs to compositional style. It includes:

  • Add from_flattened method for conveniently building nested configurations, by passing outer layer fields to inner layers.
  • Add Command Line Interface (CLI) to launch from a configuration file (.toml, .yaml, .py, etc.)
  • Reorganize configs files into more compositional style. Specifically, it moves SAEConfig, LanguageModelConfig, ActivationStoreConfig and TextDatasetConfig from a base class to a field.
  • Update docs about launching experiments.

@dest1n1s dest1n1s merged commit 5dfcdbe into main Jun 13, 2024
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