AMDAI Architect (GPU)
社招全职 Engineering地点:上海状态:停招♡ 收藏
工作描述
任职要求 With experience to use LLMs or design an Agent to generate GPU kernels code (CUDA, CUTLASS, Triton, HIP) or other kernels code; With experience to use LLMs or design an Agent pipeline for some domain specific or vertical applications Hands-on experiences with AI tools (e.g. Pytroch, vLLM, Megatron-LM, Tensorflow, Dynamo, Deepspeed, TensorRT-LLM, TensorRT). Experiences implementing LLMs, Generative AI, transformers, Recommendation, pipeline. Solid communication skills to position the architecture proposal and value proposition. Familiar with AMD MI GPU architecture, ROCm AI SW, will b…
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包括英文材料
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
CUDA+
https://developer.nvidia.com/blog/even-easier-introduction-cuda/
This post is a super simple introduction to CUDA, the popular parallel computing platform and programming model from NVIDIA.
https://www.youtube.com/watch?v=86FAWCzIe_4
Lean how to program with Nvidia CUDA and leverage GPUs for high-performance computing and deep learning.
vLLM+
https://www.newline.co/@zaoyang/ultimate-guide-to-vllm--aad8b65d
vLLM is a framework designed to make large language models faster, more efficient, and better suited for production environments.
https://www.youtube.com/watch?v=Ju2FrqIrdx0
vLLM is a cutting-edge serving engine designed for large language models (LLMs), offering unparalleled performance and efficiency for AI-driven applications.
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