eval-harness

model

Nemotron 3.5 Lightning 30B llm

A model record: onboarded once for the project and used by any eval's arms.

weights
open
licence
NVIDIA Open Model License Agreement
aliases
nemotron-3.5-lightning:30b nemotron-3.5-lightning:30b-a3b-q4_K_M
settings
reasoning_effort none it reasoned by default on the onboarding probe (2026-10-31); off unless a task needs it (RUNBOOK §16): left at the server's default, one model reasons at length and the next not at all
onboarding
vetted 2026-10-31
best result per goal
#21 of 55 Triage decisions on Orrery's error signals

Every model

01deployments and their onboarding

x3 · x3 · ollama 0.40.13 · nemotron-3.5-lightning:30b · onboarding pass 2026-10-31 · 61.6 tokens/s
where
x3
server or device
ollama 0.40.13
build
nemotron-3.5-lightning:30b
e6905fffe2e2d9bbe325a9a2d2e074e3bd32683721bc6dfba409dede2f17f4dc
Q4_K_M
matches the record
yes
checked
2026-10-31
onboarded on
x3
probemeasurementflag
endpointprovider openai · base url http://127.0.0.1:11434/v1 · model nemotron-3.5-lightning:30b—
digest founde6905fffe2e2d9bbe325a9a2d2e074e3bd32683721bc6dfba409dede2f17f4dc—
defaults 10.6 · tokens out 295 · reasoned: yes · finish stop—
chosens 0.41 · tokens out 25 · reasoned: no · finish stop · settings (reasoning effort none)—
tokens per s61.6—
deterministicyes—
json validyes—
dgx · dgx · ollama 0.40.13 · nemotron-3.5-lightning:30b · onboarding pass 2026-10-31 · 66.3 tokens/s
where
dgx
server or device
ollama 0.40.13
build
nemotron-3.5-lightning:30b
e6905fffe2e2d9bbe325a9a2d2e074e3bd32683721bc6dfba409dede2f17f4dc
matches the record
yes
checked
2026-10-31
onboarded on
dgx
probemeasurementflag
endpointprovider openai · base url http://100.69.49.126:11434/v1 · model nemotron-3.5-lightning:30b—
digest founde6905fffe2e2d9bbe325a9a2d2e074e3bd32683721bc6dfba409dede2f17f4dc—
defaults 10.12 · tokens out 306 · reasoned: yes · finish stop—
chosens 0.38 · tokens out 25 · reasoned: no · finish stop · settings (reasoning effort none)—
tokens per s66.3—
deterministicyes—
json validyes—
mac · mac · ollama 0.40.13 · nemotron-3.5-lightning:30b-a3b-q4_K_M · onboarding pass 2026-10-31 · 44.9 tokens/s
where
mac
server or device
ollama 0.40.13
build
nemotron-3.5-lightning:30b-a3b-q4_K_M
e7a64ff15fb174c42b4f463e5c888c4f2c7b9cabf9e8d65a1c0874405426c1b2
Q4_K_M
matches the record
yes
checked
2026-10-31
onboarded on
mac
probemeasurementflag
endpointprovider openai · base url http://127.0.0.1:11435/v1 · model nemotron-3.5-lightning:30b-a3b-q4_K_M—
digest founde7a64ff15fb174c42b4f463e5c888c4f2c7b9cabf9e8d65a1c0874405426c1b2—
defaults 16.3 · tokens out 264 · reasoned: yes · finish stop—
chosens 0.56 · tokens out 25 · reasoned: no · finish stop · settings (reasoning effort none)—
tokens per s44.9—
deterministicyes—
json validyes—

What it can do, across its deployments: reasons: yes · json mode: yes · reasoning off reasoning_effort: none

02settings history

whenwhat changedwhy
2026-10-31reasoning_effort: (server default) → noneit reasoned by default on the onboarding probe (2026-10-31); off unless a task needs it (RUNBOOK §16): left at the server's default, one model reasons at length and the next not at all