虎牙实时多模态数字人推理优化工程师
社招全职3年以上MJ004461地点：广州状态：招聘
工作描述
岗位职责 1、负责实时多模态数字人项目的推理性能优化，围绕 GPU 利用率、实时帧率、显存效率等核心指标，结合 GPU 硬件架构特性开展推理性能调优，持续降低单位生成量的算力成本； 2、设计与优化多卡推理场景下的并行与调度策略，降低通信开销，实现计算与通信高效重叠，提升多卡资源利用效率与线性扩展能力； 3、针对多模态模型架构（DiT/VAE/Transformer 等…
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包括英文材料
数字人+
https://www.youtube.com/watch?v=42_lCOayS6s
Taking chatbots to the next level, with emotion recognition and gesture control.
https://www.youtube.com/watch?v=DFHuV7nOgsI&list=PL05umP7R6ij13it8Rptqo7lycHozvzCJn
This lecture covers the history of virtual humans, from early models form the 80s until the more recent ones.
性能调优+
https://goperf.dev/
The Go App Optimization Guide is a series of in-depth, technical articles for developers who want to get more performance out of their Go code without relying on guesswork or cargo cult patterns.
https://web.dev/learn/performance
This course is designed for those new to web performance, a vital aspect of the user experience.
https://www.ibm.com/think/insights/application-performance-optimization
Application performance is not just a simple concern for most organizations; it’s a critical factor in their business’s success.
https://www.oreilly.com/library/view/optimizing-java/9781492039259/
Performance tuning is an experimental science, but that doesn’t mean engineers should resort to guesswork and folklore to get the job done.
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
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