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Documentation Index

Fetch the complete documentation index at: https://docs.worldflux.ai/llms.txt

Use this file to discover all available pages before exploring further.

WorldFlux records the runs you already do, whether locally, on a lab machine, or in a vendor sandbox. It keeps them somewhere you can search, compare, and share. The CLI does the work. The dashboard reads the result.

Quickstart

Install the CLI, sync a sample run, open it in the dashboard.

Concepts

BYO model, curated catalog, runtime plugins, eval bridges.

CLI

Every flag the CLI accepts, with the JSON you can pipe into CI.

Cloud API

Workspace, project, run, artifact, share, and billing endpoints.

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What it is

A read-then-act surface around the worldflux CLI. The CLI mutates files on your disk and posts manifests to the cloud. The dashboard reflects those manifests, lets you make a public share link, and stops there. No hidden compute, no remote training jobs, no surprise side effects.

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What it is not

  • A managed GPU service.
  • A model marketplace.
  • A replacement for the framework you train with.
  • A wrapper that hides the CLI behind a button.

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Where it fits

You already have:
  • A training script, a notebook, or a lab pipeline that emits checkpoints, logs, and metrics.
  • A WandB / TensorBoard habit that breaks the moment you walk away from the machine.
  • A teammate who asks for a link.
WorldFlux turns the run into a manifest, uploads it, and gives you a URL. That is the loop.

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Three personas

Runs benchmark sweeps on owned compute. Wants run history, artifact diffs, and citable share links. Reads the manifest, not the chart.
Productionizes evaluations for a small team. Cares about deterministic runs, quotas, audit trails, members, billing. Reads tables more than charts.
Compares curated WM adapters before committing budget. Browses the catalog, opens one or two runs, decides.

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Design register

The interface is a quiet container around CLI activity that already happened. Two registers share the same tokens:
  • Brand surfaces (landing, login, signup, public share): atmosphere, serif display headlines, one violet accent for product identity.
  • Product surfaces (dashboard, settings, run detail): dense, table-first, no decoration. Status colors only inside data rows.
See Design system for the full token sheet.

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Status

WorldFlux is pre-1.0. Public APIs may change between minor versions. The CLI emits a deprecation note one release before any breaking change.