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embedding-fleet-dashboard / README.md

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metadata

title: Embedding Fleet
emoji: 🛰️
colorFrom: blue
colorTo: gray
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false

Embedding Fleet — Jobs control plane

Run-level dashboard for a fan-out embedding run launched with launch-embedding-fleet.py from uv-scripts/embeddings: documents-processed progress, tokens, live ~$ cost vs the hard timeout ceiling, ETA, GPU utilization, replica health, and a per-worker table.

Data sources: the run bucket (manifest + worker heartbeats, polled) and the Jobs API (stages, durations, one metrics sample per running job per tick).

Config (Space variables): FLEET_BUCKET (default davanstrien/embedding-runs), FLEET_NAMESPACE, FLEET_POLL_SECS. Secret: HF_TOKEN with read access to jobs + the bucket. Deep-link a run with ?run=<run-id>.