… Ask LLMs to read forums and publicly shared code on the topic. Have LLMs perform EDA to determine relationships between features and targets for feature engineering. Ask LLMs for ideas based on the current knowledge base. Have humans brainstorm with LLMs and create ideas together. …
… View all posts by Maximilien Breughe View all posts by Maximilien Breughe About Michael Ferry Michael Ferry is a software engineering manager on the NVIDIA TensorRT team, where he leads the TensorRT Edge-LLM, Automotive Safety, and New Platforms teams. …
… Mar 09, 2026 By Tianhao Xu , Ben Hamm , Aichen Feng , Jason Zhou and Kimi Zhao Discuss 0 Discuss 0 L T F R E Deploying and optimizing large language models LLMs for high-performance, cost-effective serving can be an overwhelming engineering problem. …
… Skip Softmax Attention can be enabled through the sparse attention configuration of the LLM API: from tensorrt llm import LLM from tensorrt llm.llmapi import SkipSoftmaxAttentionConfig sparse attention config = SkipSoftmaxAttentionConfig threshold scale factor=1000.0 Additionally, the threshold sca… …
… The following configuration shows both: functions: shallow research agent: type: shallow research agent llm: nemotron llm tools: - web search tool max llm turns: 10 max tool calls: 5 deep research agent: type: deep research agent orchestrator llm: gpt-5 planner llm: nemotron llm researcher llm: nem… …
… 9 MIN READ Jan 08, 2026 Accelerating LLM and VLM Inference for Automotive and Robotics with NVIDIA TensorRT Edge-LLM Large language models LLMs and multimodal reasoning systems are rapidly expanding beyond the data center. …
… Discuss 0 Discuss 0 Tags Developer Tools & Techniques | General | NeMo | TensorRT | Beginner Technical | Intermediate Technical | Tutorial | featured | LLM Techniques | LLMs | Model Optimizer About the Authors About Max Xu Max Xu is a senior technical lead at NVIDIA specializing in AI training and … …