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FAiE is your primary collaborator for building custom AI models. Using natural language prompts, it orchestrates the full model development lifecycle from dataset creation to training, evaluation, and deployment, so you can move from problem to production in hours instead of weeks. By selecting the right model size, configuration, and training strategy for your task, FAiE helps reduce inference costs and latency while keeping quality high. It also works continuously in the background to surface missing configurations, flag potential issues, and keep your workflow on track, allowing you to stay focused on outcomes, not setup. At every stage, you retain full control over how each step is run.

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THE OUMI UI

After logging in and selecting a project, you will be taken to Oumi’s main interface, where you can see a high level overview of your project’s artifacts and access quick actions for common tasks. The left-hand navigation contains links to each one of the main sections in the Oumi platform:
  • Overview: The main landing page for your project’s artifacts.
  • Ask FAiE: A full-page chat with FAiE.
  • CORE
    • Data
      • Datasets: Import existing data or generate new datasets for training and evaluation.
      • Files: Additional data for grounding your responses.
    • Models: Train models using datasets and insights from completed evaluations.
    • Recipes: Reusable configurations and settings.
  • EVALUATE
    • Evaluations: Run evaluations to score models on your datasets using your evaluators. Compare candidates, inspect failure modes, and track progress over time.
    • Evaluators: Define metrics and judges used to score model outputs, including accuracy, safety, and task success.
  • AGENT BUILDER (some items appear only when enabled for your organization)
    • Tools: Define the tools an agent uses during training and evaluation.
    • Harnesses: Connect your own agent harness so evaluations run your agent loop.
  • PRODUCTION
    • Deployments: Serve your fine-tuned models in the cloud for real-time inference.
    • Playground: Chat with models and compare their responses.
    • System Prompts: Define how a model behaves and responds. This item appears only when enabled for your organization.
  • ACTIVITY
    • Jobs: A list of current and past long-running jobs.
Project Overview page with the expanded sidebar, the Ask FAiE box, and the Project Artifacts counts The Oumi UI is designed to reflect the natural lifecycle of building and refining models and its key workflow stages, making it intuitive to move forward or revisit earlier steps based on results and clearly defined success criteria.

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JUMP RIGHT IN

Here are a few next steps to begin building custom AI for your organization with Oumi:

FAiE

Get up to speed with FAiE.

Oumi Builder

Learn how to use the Oumi Builder.

Oumi recipes

Learn more about Oumi recipes.