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🔥 Multi-Agent AI Training on AMD MI300X: Collaborative Intelligence at Scale Our platform trains teams of AI agents simultaneously on shared tasks, enabling them to learn faster through coordinated optimization and comparative feedback. This runs on a single AMD MI300X GPU (192GB HBM), powered by ROCm and the CoMLRL framework, demonstrating how next-gen workloads thrive on AMD infrastructure. Unlike single-model training, our full-stack solution integrates model development, real-time telemetry, profiling, artifact storage, and analytics into one reproducible pipeline. The hosted dashboard exposes training curves, GPU/memory utilization, platform diagnostics, and throughput metrics—all while checkpointing ensures reliability for long-duration RL workloads. Built around open models (HuggingFace Hub) and experiment tracking (W&B/MLflow), the system addresses infrastructure realities: concurrent execution, resource efficiency, and scalability. The result? A practical proof that AMD GPUs power the future of multi-agent AI—with optimizations for even larger, more efficient workloads. Reliability & Reproducibility Failure recovery: Logs proving zero data loss after GPU preemption. Infrastructure Insights Bottleneck analysis: HBM at 42% utilization, compute at 88% for Qwen3 training. Ecosystem Validation - HuggingFace integration: tested on Qwen3-1.7B. - W&B

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.