FINDING #4571 · UNIT ID 1003248064
FastFlowLM/FastFlowLM
Run LLMs on AMD Ryzen™ AI NPUs in minutes. Just like Ollama - but purpose-built and deeply optimized for the AMD NPUs.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
61% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
5.47
ACCEL
-0.01
RETENTION
21.1%
PEAK 2026-03-12 · FORK-RETENTION 0.0% · 984 STARS / WINDOW
Author Audience
AUDIENCE
431
FOLLOWERS
52
OWNER ★
1,636
Engagement Signals
FORKS
121
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 984 / 984 (DIVERSITY 1.00)
Why This Is A Finding
FastFlowLM/FastFlowLM собрал 984 звёзд за окно, тогда как у автора всего 52 подписчиков — эффективная аудитория ≈ 431. Это даёт surprise-индекс 0.0116 (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 23% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 23%
VELOCITY5.473.29+2.17ABOVE 68%
RETENTION21.1%11.3%+9.8 PPABOVE 73%
FORKS12199+22ABOVE 56%
SURPRISE0.010.01+0.00ABOVE 53%