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NomadicML

Continuously optimize your AI in production and adapt your ML in real time to unseen data

Tool Libraries
Horizontal
Free
Open Source

NomadicML review

NomadicML's SDK and Workspace auto-optimizes the hyperparameters of your entire AI system, from your LLM(s) to RAGs, and your Guardrails & prompt-tuners. The Nomadic Platform enables auto-HPO of your ML system in both development (against your local test datasets & regression tests) and in production (against your real-time data of your users), which enables robustness of AI systems with unseen data.

NomadicML Key Features

  • Fast experimentation: Centralized platform designed for teams
  • Systematic Optimization: Rapid convergence to the best settings
  • Custom Evaluation: Standard & LLM-as-a-judge evals out of the box
  • Continuous tuning: Robust & continuous insights

NomadicML Use Cases

  • Personalization of AI systems; implement once, optimize for different user groups & use cases
  • Cost-efficiency and performance maximization of compound AI components
  • Rapid experimentation & prototyping of ML systems: go from MVP to prod in a matter of minutes

NomadicML Details

Created by: Mustafa Bal & Varun Krishnan

Category: Tool Libraries

Industry: Horizontal

Pricing Model: Free

Access: Open Source

Added on: 12/20/2024

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NomadicML preview

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