automation scripts
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Rewind-cli: Ensuring Determinism in Local LLM Runs
Read Full Article: Rewind-cli: Ensuring Determinism in Local LLM Runs
Rewind-cli is a new tool designed to ensure determinism in local LLM automation scripts by acting as a black-box recorder for terminal executions. It captures the output, error messages, and exit codes into a local folder and performs a strict byte-for-byte comparison on subsequent runs to detect any variations. Written in Rust, it operates entirely locally without relying on cloud services, which enhances privacy and control. The tool also supports a YAML mode for running test suites, making it particularly useful for developers working with llama.cpp and similar projects. This matters because it helps maintain consistency and reliability in automated processes, crucial for development and testing environments.
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