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  3. Soup CLI

Soup CLI

One CLI for the whole LLM post-training stack: data, training, RL, evals, shipping, serving, and security.

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Introduction

Soup CLI is a free, open-source command-line tool that automates the entire LLM post-training workflow. It writes configs for you, streams large models to fit on small GPUs, and gates every save on a SHIP/DON'T-SHIP verdict. With 23 training methods, 142 recipes, and integrations across the ML stack, Soup turns fine-tuning into a single command.

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Information

  • Publisher
    toolsift Team
  • Websitetrysoup.dev
  • Published date2026/08/14

Categories

  • AI
  • Development
  • Productivity

Tags

  • AI
  • Machine Learning
  • Open Source
  • Developer Tools
  • Automation Tools
  • AI Tools
  • Python

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