- input
- $0.00
- output
- $0.00
- Context
- 33Ktokens
- Listed
- 3w ago
- Size
- 8Bparameters
Cost/1M tokens
Nemotron 3.5 Rerank 8B is a multimodal reranking model from NVIDIA's Nemotron 3.5 series. It is built for reranking work, scoring how relevant a text or document-image passage is to a query. The model returns relevance scores for candidate passages rather than generated text.
How it compares
Frequently asked questions
Running locally
About 6.1 GB at Q4, 10.3 GB at Q8, and 18.9 GB at FP16. All figures are estimates from the 8B parameter count, covering weights plus about 15% and 0.5 GB for a short context.
Yes on 24 GB, 16 GB and 12 GB GPUs, and also on 8 GB at lower precision. Estimates: 24 GB fits at FP16 (18.9 GB), 16 GB and 12 GB fit at Q8 (10.3 GB), and 8 GB fits at Q4 (6.1 GB).
Yes. The estimated VRAM at Q4 is 6.1 GB. Assuming macOS lets the GPU use about 75% of unified memory, the smallest common Mac memory size that fits Q4 is 16 GB.
Privacy and data
Yes, you can self-host Nemotron 3.5 Rerank 8B for full control of your data, as the model has open weights.
Capabilities and specs
The context window is 33K tokens (32,768), and the maximum output is 29K tokens (29,491).
It can read images but not audio, video or PDFs. Its input modalities are text and image.
Quality and benchmarks
The closest alternatives, matched on model kind and release date with no comparable price, are Qwen3 Reranker 0.6B by Qwen, Rerank 5 Pro by Cohere and Rerank 5 Fast by Cohere.
Qwen3 Reranker 0.6BNemotron 3.5 Rerank 8B vs Qwen3 Reranker 0.6BRerank 5 ProNemotron 3.5 Rerank 8B vs Rerank 5 ProRerank 5 FastNemotron 3.5 Rerank 8B vs Rerank 5 Fast
Versions and lineage
Nemotron 3.5 Rerank 8B has a 33K token (32,768) context, costs $0.00 input and $0.00 output per 1M tokens, and was released October 21, 2026. Nemotron 3.5 ASR Streaming Multilingual 0.6B costs $3.33 input and $0.00 output per 1M tokens and was released August 13, 2026.
Nemotron 3.5 ASR Streaming Multilingual 0.6BNemotron 3.5 Rerank 8B vs Nemotron 3.5 ASR Streaming Multilingual 0.6B
Licensing and access
Nemotron 3.5 Rerank 8B is open weights, not open source.
You can download the weights from the Hugging Face repository nvidia/Nemotron-3.5-Rerank-8B-BF16.
Basics
NVIDIA made Nemotron 3.5 Rerank 8B, and it was first listed on OpenRouter on October 21, 2026.
Nemotron 3.5 Rerank 8B has open weights.
Generated from Vertical Tabs data, updated November 11, 2026.




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