LLM擅长文本生成应用程序，如聊天和代码完成模型，能够高度理解和流畅。但是它们的大尺寸也给推理带来了挑战。有很多个框架和包可以优化LLM推理和服务，所以在本文中我将整理一些常用的推理引擎并进行比较。 TensorRT-LLM TensorRT-LLM是NV发布的一个推理引擎。

大语言模型（LLM）与多模态推理系统正迅速突破数据中心的局限。越来越多的汽车与机器人领域的开发者希望将对话式 AI 智能体、多模态感知系统和高级规划功能直接部署在端侧，因为在这些场景中，低延迟、高可靠性以及离线运行能力至关重要。 本文介绍了 ...

TensorRT-LLM provides 8x higher performance for AI inferencing on NVIDIA hardware. As companies like d-Matrix squeeze into the lucrative artificial intelligence market with coveted inferencing ...

The AI chip giant says the open-source software library, TensorRT-LLM, will double the H100’s performance for running inference on leading large language models when it comes out next month. Nvidia ...

Transformer is a neural network that learns context and therefore meaning by tracking the relationships between consecutive data, such as the words in a sentence. Transformer has also been used by ...

A hot potato: Nvidia has thus far dominated the AI accelerator business within the server and data center market. Now, the company is enhancing its software offerings to deliver an improved AI ...

Following the introduction of Copilot, its latest smart assistant for Windows 11, Microsoft is yet again advancing the integration of generative AI with Windows. At the ongoing Ignite 2023 developer ...

NVIDIA will be releasing an update to TensorRT-LLM for AI inferencing, which will allow desktops and laptops running RTX GPUs with at least 8GB of VRAM to run the open-source software. This update ...

Marketing, technology, and business leaders today are asking an important question: how do you optimize for large language models (LLMs) like ChatGPT, Gemini, and Claude? LLM optimization is taking ...