chrisliu298/awesome-on-policy-distillation — GitHub trend

FINDING #1415 · UNIT ID 1189057629

chrisliu298/awesome-on-policy-distillation

A curated collection of papers, technical reports, frameworks, and tools for on-policy distillation (OPD) of large language models

[ ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0256

ENGAGEMENT0.14

FRESHNESS1.37

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

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

35% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

6.20

ACCEL

-0.09

RETENTION

34.3%

PEAK 2026-06-16 · FORK-RETENTION 0.0% · 186 STARS / WINDOW

Author Audience

AUDIENCE

202

FOLLOWERS

OWNER ★

1,393

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 186 / 186 (DIVERSITY 1.00)

Why This Is A Finding

chrisliu298/awesome-on-policy-distillation собрал 186 звёзд за окно, тогда как у автора всего 63 подписчиков — эффективная аудитория ≈ 202. Это даёт surprise-индекс 0.0256 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 78% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #02rebel0789/codexpro[ JAVASCRIPT ]0.34 #03Younesfdj/gitfut[ TYPESCRIPT ]0.32 #040xShug0/audio.cpp[ C++ ]0.31 #05t8y2/dbx[ RUST ]0.30

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.01ABOVE 78%

VELOCITY6.204.23+1.97ABOVE 63%

RETENTION34.3%29.4%+4.9 PPABOVE 60%

FORKS1992-73ABOVE 15%

SURPRISE0.030.01+0.01ABOVE 72%