beam
beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & Serving
Personal
WatchlistCompareWeekly report
?
Sign in
magic link · no password
LIVE──────── · ──:──:── UTCabout
beam
beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & Serving
Personal
WatchlistCompareWeekly report
?
Sign in
magic link · no password
Back to Pulse
Tool profile

SouthpawIN/turbofit

new

Local-first adaptive LLM runtime for Hermes Agent. Matches 8–300 GB hardware, acquires pinned GGUFs through Turbohaul, and safely contracts and heals under VRAM pressure—no remote fallback by default.

adaptive-runtimebenchmarkingggufgpuhermes-agentllama-cpplocal-llm
Velocity score
0.00/ 10
[STARS]
51
[FORKS]
8
[CONTRIBUTORS]
6
[LAST_COMMIT]
4d ago
OPEN_ON_GITHUB
Velocity class: new
Is SouthpawIN/turbofit still actively maintained?
[VR]

This tool is in the Velocity Report when it moves. Get the weekly numbers.

Score breakdown
374/ 1000
local-llm · SouthpawIN/turbofit
Velocity50%
Adoption30%
Maintenance15%
Community5%
[CODE_GROWTH]
212
[INSTALL_VEL]
500
[ACTIVITY]
622
[COMMUNITY_SIGNAL]
495

Terminal score: 0–1000 raw, weighted across 4 dimensions. Public score: 0–10 normalized (shown in the 30-day stars chart above).

LIVE──────── · ──:──:── UTCabout