"""Self-contained live dashboard for the swarm.
Served at ``/`` so the Hugging Face Space is something you can *watch* rather
than only curl. No CDN, no build step, no external requests — one inline HTML
string that polls the server's own JSON endpoints. Renders the loss curve as
hand-built SVG so there is no charting dependency to ship to the Space.
"""
from __future__ import annotations
DASHBOARD_HTML = """
Swarm Parameter Server
🐝 Swarm Parameter Server
Gradient accumulation over HTTP — a software interconnect in place of NVLink.
Global loss
Swarm contributors
Worker
Accepted
Steps
Local steps
Stale
Compression
Uploaded
Last loss
Idle
Sample the global model
The model starts from random weights — early samples are noise. Watch them
become English as the swarm trains.