phronis is an open-source interactive command-line tool designed to simplify the process of fine-tuning large language models (LLMs). It removes the need for configuration files and boilerplate code, making it accessible for machine learning engineers to quickly adapt and train models using LoRA and Hugging Face integrations.
In the Fine-tuning & training space, phronis takes a focused approach. It focuses on eliminating the complexity of fine-tuning LLMs by providing an interactive CLI that requires no config files or boilerplate. It is built as an open-source project for machine learning engineers. phronis is open source under the Apache-2.0 license. It runs on the command line.
Behind phronis is monke-sniper, and the product first shipped in 2026. Development happens publicly on GitHub with 18 commits in the last 90 days. Key capabilities include Interactive CLI, no config files, and loRA support.
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