Applications & models - Page 4#
Explore the latest blogs about applications and models in the ROCm ecosystem, including machine learning frameworks, AI models, and application case studies.
Týr-the-Pruner: Search-based Global Structural Pruning for LLMs
This blog introduces Týr-the-Pruner, a search-based, end-to-end framework for global structural pruning of large language models (LLMs).
HPC Coding Agent - Part 1: Combining GLM-powered Cline and RAG Using MCP
Build an HPC RAG agent on AMD Instinct GPUs using GLM-4.6, Cline and ChromaDB.
Optimizing LLM Workloads: AMD Instinct MI355X GPUs Drive Competitive Performance
Explore ROCm 7.0’s AI training boost! See how MI355X accelerates JAX and PyTorch frameworks to unlock faster and efficient LLM scaling.
VLM Fine-Tuning for Robotics on AMD Enterprise AI Suite
Fine-tune OpenCLIP with Bridge Data V2 on ROCm to enable robotics related fine-tuning
Exploring Gameplay Video Generation with Hunyuan-GameCraft
Learn to generate dynamic, action-controllable gameplay videos from single images using Hunyuan-GameCraft on AMD Instinct MI300X GPUs with ROCm.
Fine-Tune LLMs for Proteins with AMD Enterprise AI Suite
Fine-tune Llama 3.1 8B with ROCm for advanced protein sequence insights in bioinformatics
Using Reinforcement Learning to Fix Text in AI-Generated Videos
Demonstrates how Flow-GRPO can be used to fine-tune Wan models to better generate text in videos by covering background, set up and some examples of training runs.
LuminaSFT: Generating Synthetic Fine-Tuning Data for Small Language Models
Learn how task-specific synthetic data can improve small language model performance and explore results from the LuminaSFT study.
Inference with HunyuanWorld-Voyager on AMD Instinct GPUs
Learn how to run inference with HunyuanWorld-Voyager, a state-of-the-art 3D world model, on AMD Instinct MI300X GPUs using ROCm for efficient video generation and prediction.
Accelerating AI-Driven Crystalline Materials Design with MatterGen on AMD Instinct MI300X
Learn how to run a generative model for inorganic material design with MatterGen on MI300X.
AMD Inference Microservice (AIM): Production Ready Inference on AMD Instinct™ GPUs
Learn how AIM delivers efficient, scalable inference on AMD Instinct GPUs and see how it simplifies deployment, optimization, and operations.
AMD Enterprise AI Suite: Open Infrastructure for Production AI
Explore an open, GPU-optimized platform to build, deploy, and scale enterprise AI workloads on AMD Instinct with production-ready performance.