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Train thinking models using evolutionary strategies!

THIS REPO IS UNDERGOING SIGNFICANT REWRITES TO THE OPTIMIZER AND MAY NOT WORK RIGHT NOW.

🏃 Quick Start:

  1. Clone this repo: git clone https://github.com/Green0-0/propagate

  2. Setup your venv and install vllm: https://docs.vllm.ai/en/v0.11.2/getting_started/installation/

  3. Install the dependencies: cd propagate && pip install -e .

Propagate should work wherever vLLM does, including on windows! Look for a fork of https://github.com/SystemPanic/vllm-windows with the appropriate CUDA version, and remove distributed_executor_backend="ray", from vllm_backend.py.

  1. Run python examples/demo_countdown.py. You should be prompted to login to wandb, and then training will begin!

📖 Guide

📜 Credits:

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Evolutionary strategies finetuning library for LLMs

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