Nemotron-3.5-Content-Safety: hardware requirements

Nemotron-3.5-Content-Safety needs about 3.6 GB of memory at Q4 quantization — a 2.5 GB download plus room for context and overhead. That fits a machine with 8GB RAM.

Parameters
4.3B
Tier
Runs on a laptop
Licence
See model card
Released
2026-06-04

Will it run on your machine?

Download sizes by quantization

Lower quantization means a smaller file and less memory, at some cost to quality. Q4_K_M is the usual starting point. What is this?

QuantDownloadRAM @ 4KRAM @ 32KSource
Q4_K_Mrecommended2.5 GB3.6 GB7.6 GBmeasured
Q5_K_M2.8 GB3.9 GB7.9 GBmeasured
Q6_K3.2 GB4.3 GB8.3 GBmeasured
Q8_04.7 GB5.8 GB9.8 GBmeasured
BF168.6 GB10 GB14 GBestimated

“Measured” sizes are read from published GGUF files (mradermacher/Nemotron-3.5-Content-Safety-GGUF). “Estimated” sizes are derived from the parameter count and are typically within a few percent. The RAM columns add the context cache and runtime overhead to the download size.