Feed Sources Models

Privacy Impressum

AR

AMD ROCm Blog

78 articles total

Explore AMD's latest technical deep dives, software optimization guides, and community insights for the ROCm™ platform.

⌘K

FP16 GEMM Optimization on AMD RDNA™ 3 and RDNA™ 4 Architectures
Long Context, One Node: Serving GLM-5.3-FP8 on MI300X with DP8+EP8
AMD Instinct MI455X vs MI355X: A Technical Look at the Advancing AI 2026 Inference Numbers
DI Series: Serving Kimi-K3 MXFP4 Wide-EP Disaggregated on AMD Instinct MI300X and MI325X
Pre-Training Hybrid LLMs from Scratch in Primus on AMD Instinct™ GPUs
Completing the GPU Performance Picture: Understanding TAF Alongside Peak FLOPs and MAF
ROCm 10.1: Breaking the Data-Movement Bottleneck
Running MolmoAct2 Robot Policy on an AMD Ryzen AI Max+ 395 Mini PC
AIM: Unified User Experience from Profile Discovery to Deployment
Automating Performance Bottleneck Identification with the TraceLens Agent
Unlocking Sim2Real for a Robotic Arm with RL Accelerated by AMD Instinct GPUs
Verl 0.9.0 on ROCm™ 10.0: Next-Generation RL Post-Training on AMD Instinct™ GPUs
UltraQuant on AMD Instinct: More Efficient Agentic Serving for Qwen3.8-MXFP4
Model Weight Profiles: Where Do the Parameters Go?
Local Quantization and Multi-Backend Deployment with AMD Quark on Strix Halo
Debugging Logprob Mismatches in LLM Reinforcement Learning
Performance Profiling on AMD GPUs - Part 6: Advanced Thread Trace (ATT) - The Microscope for Your Application
Zebra-HyLo: Upcycling Transformers into Long-Context Hybrid LLMs on AMD Instinct™ GPUs
Benchmarking Kimi-K3 Across vLLM, SGLang, and ATOM on MI350X
Hyperloom: A Multi-Agent Harness for Autonomous Inference Optimization on AMD GPUs