# Measuring Open-Source Llama Nemotron Models on DeepResearch Bench

DevFeed: [Measuring Open-Source Llama Nemotron Models on DeepResearch Bench](<https://devfeed.tech/articles/measuring-open-source-llama-nemotron-models-on-deepresearch-bench-7376.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/nvidia/ai-q-top-ranking-open-portable-deep-research-agent>)

Author: Jay Rodge

Published: 2025-08-04T19:51:50Z

Content type: article

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [Nvidia](<https://devfeed.tech/topics/nvidia.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [hugging face](<https://devfeed.tech/topics/hugging-face.md>), [llama](<https://devfeed.tech/topics/llama.md>), [Nemotron](<https://devfeed.tech/topics/nemotron.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Open Source Models & Datasets](<https://devfeed.tech/topics/open-source-models-datasets.md>), [long-context](<https://devfeed.tech/topics/long-context.md>), [Inference](<https://devfeed.tech/topics/inference.md>), [post-training](<https://devfeed.tech/topics/post-training.md>), [GPU](<https://devfeed.tech/topics/gpu.md>), [Reinforcement learning](<https://devfeed.tech/topics/reinforcement-learning.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [ai](<https://devfeed.tech/tags/ai.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [hallucination-detection](<https://devfeed.tech/tags/hallucination-detection.md>), [hugging-face](<https://devfeed.tech/tags/hugging-face.md>), [inference](<https://devfeed.tech/tags/inference.md>), [llama](<https://devfeed.tech/tags/llama.md>), [llm](<https://devfeed.tech/tags/llm.md>), [long-context](<https://devfeed.tech/tags/long-context.md>), [nemotron](<https://devfeed.tech/tags/nemotron.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [post-training](<https://devfeed.tech/tags/post-training.md>), [reinforcement-learning](<https://devfeed.tech/tags/reinforcement-learning.md>)

## AI overview

The article presents NVIDIA's AI-Q Blueprint as a portable, open deep research agent that reached the top of Hugging Face's "LLM with Search" leaderboard on DeepResearch Bench. It combines Llama 3.3-70B Instruct with Llama-3.3-Nemotron-Super-49B-v1.5 for retrieval, reasoning, synthesis, query planning, and tool use, and incorporates NVIDIA NeMo Retriever and the NVIDIA NeMo Agent toolkit. The architecture emphasizes long-context, multimodal, low-latency search over local and web data, privacy, compliance, on-premise deployment, transparent model lineage, and efficient inference on GPUs.

## Source excerpt

NVIDIA's AI-Q Blueprint--the leading portable, open deep research agent--recently climbed to the top of the Hugging Face "LLM with Search" leaderboard on DeepResearch Bench. This is a significant step forward for the open-source AI stack, proving that developer-accessible models can power advanced agentic workflows that rival or surpass closed alternatives. What sets AI-Q apart?