NomadicML
Continuously optimize your AI in production and adapt your ML in real time to unseen data
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.
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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.
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
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
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WebsiteDetails
Pricing:Free
Source:Open Source
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