AI at Scale Is Broken Without This: The Real Secret Behind Model Performance
Автор: Red Hat AI
Загружено: 2025-07-25
Просмотров: 110
Описание:
AI isn't just about innovation—it's about optimization. In this video, Frank La Vigne exposes the most overlooked challenge in deploying AI models: making them run fast, cheap, and reliably at scale.
You'll learn:
Why inference is the real battlefield for AI success
How huge models like Llama, Mistral, and DeepSeq are burning through GPU budgets
The top techniques: quantization, batching, caching, pruning, and distillation
Why optimization isn't just cost-saving—it's mission-critical
How the Red Hat AI Inference Server delivers scalable, high-performance deployment
Perfect for anyone building or scaling AI applications in the real world. If you're serious about performance, cost-efficiency, and practical AI deployment—this is the video you can't miss.
🔧 Brought to you by Red Hat.
📦 Built on VLLM.
🌍 Powered for hybrid and multi-cloud.
#AI #MachineLearning #Optimization #Inference #RedHatAI #Llama #Mistral #DeepLearning #GPU #CloudAI
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