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update readme
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README.md

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[![License](https://img.shields.io/badge/license-Apache--2.0-blue.svg)](LICENSE)
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[![arxiv](https://img.shields.io/badge/arxiv-arxiv.2510.14150-red)](https://arxiv.org/abs/2510.14150)
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[![version](https://img.shields.io/badge/version-v0.2.0-green)](v0.2.0)
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<img src='assets/codeevolve_diagram.png' align="center" width=900 />
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src/codeevolve/utils/ckpt_utils.py

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logger.info(f"Saved best solution at '{best_sol_path}'.")
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logger.info(f"Saved best prompt at '{best_prompt_path}'.")
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logger.info(f"Checkpoint {curr_epoch} sucessfully saved.")
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logger.info(f"Checkpoint {curr_epoch} successfully saved.")
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def load_ckpt(epoch: int, ckpt_dir: str | pathlib.Path) -> Tuple[

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