Model Detail

NV-Reason-CT is a code generation model with 4B parameters released by NVIDIA. The model is registered under the image-text-to-text pipeline tag on Hugging Face, released under the openmdw-1.1 license.

NV-Reason-CT ships with 4B parameters. Total weight footprint is approximately 5.3 GB, which is the relevant figure when planning local-inference VRAM. Distribution is governed by the openmdw-1.1 license — review the exact terms before commercial deployment.

NV-Reason-CT is best fit for code completion, repository-scale Q&A, and pair-programming integrations. It is a less obvious choice for one-shot generation of security-critical code without review. Treat this as a starting matrix rather than a benchmark verdict — the right deployment usually depends on the specific evaluation suite that mirrors your workload.