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kubernetes
33 min
Why AI Apps Don't Work in Prod: AI Reliability Survey
MLOps World - MLOps World & Generative AI World 2024
Shreya Rajpal
ai
artificial-intelligence
mlops
machine-learning-operations
reliability
ai-engineering
llm
large-language-models
31 min
How to Run Your Own LLMs, From Silicon to Service
MLOps World - MLOps World & Generative AI World 2024
Charles Frye
llms
large-language-models
mlops
machine-learning-operations
inference
gpu
quantization
tensorrt-llm
vllm
modal-labs
model-serving
ai-engineering
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