From Idea to Production: AI Infra for Scaling LLM Apps
39 min

From Idea to Production: AI Infra for Scaling LLM Apps

MLOps World - MLOps World & Generative AI World 2024
Guy Eshet
llm ai ai-infrastructure llm-ops prompt-engineering model-deployment gpu data-pipelines rag cost-optimization generative-ai llm-applications
Mastering Enterprise-Grade LLM Deployment: Overcoming Production Challenges
5 min

Mastering Enterprise-Grade LLM Deployment: Overcoming Production Challenges

MLOps World - MLOps World & Generative AI World 2024
Jaeman An
llm deployment enterprise-ai machine-learning-operations mlops gpu-management model-optimization data-security compliance ai-infrastructure latency-reduction
Building GenAI Infrastructure
13 min

Building GenAI Infrastructure

MLOps World - MLOps World & Generative AI World 2024
Shreya Rajpal
generative-ai genai ai-infrastructure mlops large-language-models llm ai-safety ai-reliability ai-governance ethical-ai monitoring validation
Generative AI Infrastructure at Lyft
30 min

Generative AI Infrastructure at Lyft

MLOps World - MLOps World & Generative AI World 2024
Konstantin Gizdarski
generative-ai ai-infrastructure mlops ml-platform llms model-serving model-training ai-agents pii-preservation customer-support-ai rag