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Create a unified API between PPO and ILQL #7

@LouisCastricato

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@LouisCastricato

Currently ILQL was implemented more or less in a vacuum of our PPO implementation. As such, ILQL has features that our PPO implementation needs. This includes

  • Removing the dependency on GPT2 for PPO. This is currently being done here, but we can create a more standardized approach
  • Adding the ability to pass custom reward functions to the orchestrator. This is an absolute must have.
  • Standardized naming conventions between functions.

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