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LatentEvolve: Self-Evolving Test-Time Scaling in Latent Space

πŸš€ Quick Start

Setup and Dependencies

conda create -n LatentEvolve python=3.10
conda activate LatentEvolve
pip install -r requirements.txt

Prepare Data

Prepare datasets in the datasets folder.

How to Run

cd src/scripts
bash daytime_generation_examples.sh # Step 1: Get daytime fine-tuning latent data
bash nighttime_model_examples.sh # Step 2: Fine-tune the latent model using above data
bash evolve_generation_examples.sh # Step 3: Generate evolved answer using latent model

πŸ™ Acknowledgement

  • We sincerely thank LatentSeek for providing the basic implementation for obtaining latent data.

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