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Recent Posts

Recent Posts#

Plug-and-Play CuPy on ROCm: Data Analytics Acceleration Made Simple

Learn about how to enhance your analytics project with the latest AMD CuPy release.

November 14, 2025 by Grant Pickert, Eliot Li

Democratizing AI Compute with AMD Using SkyPilot

Learn how SkyPilot integrates with AMD open AI stack to enable seamless multi-cloud deployment and simplifies NVIDIA-to-AMD GPU migration.

November 13, 2025 by Pratik Mishra, Paul Hartke, Romil Bhardwaj, Zongheng Yang, Zhanghao Wu

Accelerating Vector Search: hipVS and hipRAFT on AMD

Learn how hipVS accelerates vector search on AMD Instinct GPUs, with notebook demos for semantic search, RAG, and recommendation systems.

November 13, 2025 by Sukriti Choudhary, Sujin Philip, Kevin Joseph, Fabricio Flores, Eliot Li, Lalith Narasimhan, Phani Vaddadi, Vish Vadlamani

Reproducing AMD MLPerf Training v5.1 Submission Result

Learn how to reproduce AMD's MLPerf Training v5.1 submission result.

November 12, 2025 by Meena Arunachalam, Miro Hodak, Ravi Dwivedula, Sarthak Arora, Sathish Sanjeevi, Su Ann Chong, Karan Verma, Eliot Li

Technical Dive into AMD MLPerf Training v5.1 Submission

Learn about the technical details of how AMD achieved the results in the MLPerf Training v5.1 submission.

November 12, 2025 by Meena Arunachalam, Miro Hodak, Ravi Dwivedula, Sarthak Arora, Sathish Sanjeevi, Su Ann Chong, Karan Verma, Eliot Li

Practical, Fault‑Robust Distributed Inference for DeepSeek on AMD MI300X

Learn how a small-radius expert parallel design with prefill–decode disaggregation enables scalable, fault-isolated LLM inference on AMD Instinct™ MI300X clusters.

November 12, 2025 by Peng Sun, Andy Luo, Gilbert Lei, Lingpeng Jin, Carlus Huang, Duyi Wang, Mingzhi Liu, Di Tian, Bill He, Jun Chen, Yutong Wu, Jiahao Zhou, Niko Ma

Training AI Weather Forecasting Models on AMD Instinct

Learn how deterministic and generative AI models for synoptic-scale weather forecasting are trained efficiently on AMD Instinct MI300X GPUs using the ROCm and GeoArches tools.

November 10, 2025 by Luka Tsabadze, Rahul Biswas, Pauli Pihajoki, Daniel Warna, Baiqiang Xia, Sopiko Kurdadze

Day 0 Developer Guide: hipBLASLt Offline GEMM Tuning Script

Learn how to improve model performance with hipBLASLt offline tuning in our easy-to-use Day 0 tool for developers to optimize GEMM efficiency

November 05, 2025 by Han Lin, Spandan Tiwari, Xinjun Niu, Chao Li, Wei Luo, Junyan Yang, Carson Liao, Chunhung Wang, Ashish Sirasao

Continuing the Momentum: Refining ROCm For The Next Wave Of AI and HPC

ROCm 7.1 builds on 7.0’s AI and HPC advances with faster performance, stronger reliability, and streamlined tools for developers and system builders.

November 05, 2025 by Anshul Gupta, Liam Berry, Saad Rahim

Retrieval Augmented Generation (RAG) with vLLM, LangChain and Chroma

Learn AI-powered knowledge retrieval that enriches prompts with proprietary data to deliver accurate and context-aware answers

November 04, 2025 by Rasmus Larsson, Emelie Wahlstrom, Saroosh Shabbir

Stability at Scale: AMD’s Full‑Stack Platform for Large‑Model Training

Primus streamlines LLM training on AMD GPUs with unified configs, multi-backend support, preflight validation, and structured logging.

November 04, 2025 by Chaojun Hou, Lei Wei, Liz Li, Yao Fu, Andy Luo, Zhenyu Gu

High-Accuracy MXFP4, MXFP6, and Mixed-Precision Models on AMD GPUs

Learn to leverage AMD Quark for efficient MXFP4/MXFP6 quantization on AMD Instinct accelerators with high accuracy retention.

October 29, 2025 by Lin Zhao, Felix Marty, Spandan Tiwari, Wei Luo, Bowen Bao, Xinjun Niu, Zhaofeng Zhang, Haoyang Li, Ke Wang, Ashish Sirasao