AMD

What you can ask

• Use AMD Skills to deploy this LLM for inference on my AMD Instinct GPUCopy

  · Serving llms on instinct skill

• Learn how to generate images locally and generate the image of a cat
• Convert my cloud LLM app into an app that uses local inference

Skills

5 in the ChatGPT listing

• Hyperloom workload optimizerAutonomously optimizes end-to-end LLM inference throughput on AMD Instinct GPUs and reports a validated gain, using the Hyperloom multi-agent optimizer.
• Local ai app integrationIntegrates local AI capabilities into applications using Embeddable Lemonade.
• Local ai useMakes this agent generate images, transcribe audio, and synthesize speech on the user's own machine through a local Lemonade Server instead of a paid cloud API.
• Serving llms on instinctServes AI models on AMD Instinct GPU hardware using vLLM.
• Tracelens analysis orchestratorOrchestrates modular PyTorch profiler trace analysis with TraceLens: generates perf reports, prepares category data, runs system-level and compute-kernel subagents in parallel, validates outputs, and writes a prioritized stakeholder report (analysis.md).