radixark/miles — GitHub trend

FINDING #2374 · UNIT ID 1072725553

radixark/miles

Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0123

ENGAGEMENT0.46

FRESHNESS1.34

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

19% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

14.60

ACCEL

+0.27

RETENTION

11.5%

PEAK 2026-08-19 · FORK-RETENTION 47.9% · 438 STARS / WINDOW

Author Audience

AUDIENCE

1,143

FOLLOWERS

334

OWNER ★

2,376

Engagement Signals

FORKS

412

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 438 / 438 (DIVERSITY 1.00)

Why This Is A Finding

radixark/miles собрал 438 звёзд за окно, тогда как у автора всего 334 подписчиков — эффективная аудитория ≈ 1,143. Это даёт surprise-индекс 0.0123 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 47.9% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 75% OF 9595 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9595 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.01ABOVE 75%

VELOCITY14.603.67+10.93ABOVE 86%

RETENTION11.5%24.6%-13.1 PPABOVE 24%

FORKS412115+297ABOVE 80%

SURPRISE0.010.01+0.00ABOVE 60%