The NVIDIA Retrieval QA Llama 1B Reranking NIM is a NIM optimized for providing a logit score that represents how relevant a document(s) is to a given query, fine-tuned for multilingual and cross-lingual text question-answering retrieval.

Text Reranking NIM
NeMo Retriever Text Reranking NIM (Text Reranking NIM) reorders citations by how well they match a query. This is a key step in the retrieval process, especially when the retrieval pipeline involves citations from different datastores that each have their own algorithms for measuring similarity.
What Is Llama 3.2 NeMo Retriever Reranking 1B NIM Production Branch 6?
The Llama 3.2 NeMo Retriever Reranking 1B NIM Production Branch, exclusively available with NVIDIA AI Enterprise, is a 9-month supported, API-stable branch that includes monthly fixes for high and critical software vulnerabilities. This branch provides a stable and secure environment for building your mission-critical AI applications. The Llama 3.2 NeMo Retriever Reranking 1B NIM production branch releases every six months with a three-month overlap in between two releases.
Getting started with the NIM
Before you start, ensure that your environment is set up by following one of the deployment guides available in the NVIDIA AI Enterprise Documentation.
Deploying and integrating the NIM is straightforward thanks to our industry standard APIs. Visit the NIM Container page for release documentation, deployment guides and more.
Government Ready: STIG/FIPS Hardening
This ensures the highest level of security and compliance for regulated environments, the x86 container image for this branch is:
- STIG Ubuntu 24.04 hardened
- Supports FIPS 140-2 / 3 validated crypto / uses libraries that support FIPS crypto
Learn more about NVIDIA's hardened image in the AI Software for Regulated Environments White Paper.
Compatible Infrastructure Software Versions
For the optimized performance, it is highly recommended to deploy the supported NVIDIA AI Enterprise Infrastructure software in conjunction with your AI software. Production Branch 6 is compatible with NVIDIA AI Enterprise Infrastructure 8.
Security Vulnerabilities in Open Source Packages
Please review the Security Scanning tab to view the latest security scan results.
For certain open-source vulnerabilities listed in the scan results, NVIDIA provides a response in the form of a Vulnerability Exploitability eXchange (VEX) document. The VEX information can be reviewed and downloaded from the Security Scanning tab.
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Enterprise Support
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Governing Terms
The NIM container is governed by NVIDIA Agreements | Enterprise Software | NVIDIA Software License Agreement and NVIDIA Agreements | Enterprise Software | Product Specific Terms for AI Product; and the use of this model is governed by the NVIDIA Open Model License.
ADDITIONAL INFORMATION: Llama 3.2 Community License Agreement.
You are responsible for ensuring that your use of NVIDIA AI Foundation Models complies with all applicable laws.