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31 min
Beyond the Model Zoo: Optimizing Foundation Models for Your Application
MLOps World - MLOps World & Generative AI World 2024
Salma Mayorquin
data-synthesis
ai-optimization
foundation-models
large-language-models
llm-evaluation
parameter-efficient-fine-tuning
peft
lora
mlops
machine-learning
artificial-intelligence
model-deployment
32 min
LLM Economics: The Cost of Leveraging Large Language Models
MLOps World - MLOps World & Generative AI World 2024
Nikunj Bajaj
cost-analysis
open-source-llm
commercial-llm
api-costs
llm
large-language-models
generative-ai
rag
fine-tuning
model-deployment
inference-cost
python
31 min
Wanted: A Silver Bullet MLOps Solution for Enterprise
MLOps World - MLOps World & Generative AI World 2024
Muller Mu
Christophe Chabbert
enterprise-mlops
pipeline-orchestration
conway-law
api-first
modular-architecture
mlops
machine-learning
drug-discovery
data-science
model-deployment
observability
36 min
Evaluating LLMs and RAG Pipelines at Scale
MLOps World - MLOps World & Generative AI World 2024
Eric Korman
valor
llm
rag
mlops
llm-ops
pipelines
language-models
natural-language-processing
data-management
model-training
model-deployment
41 min
Finding training inefficiencies with CentML DeepView
MLOps World - MLOps World & Generative AI World 2024
Yubo Gao
visual-profiler
training-throughput
batch-size
mixed-precision
tensor-cores
flash-attention
deep-learning
machine-learning
performance-optimization
profiling
gpu-utilization
pytorch
tensorflow
model-deployment
cost-optimization
energy-efficiency
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
27 min
Building Trust in ML Systems: Effective Stakeholder Communication
MLOps World - MLOps World & Generative AI World 2024
Joseph Tenini
machine-learning
mlops
stakeholder-management
communication
data-science
explainable-ai
model-deployment
business-intelligence
decision-making
uncertainty-quantification
process-improvement
1h 7m
Hands-on Scalable Edge to Core ML Pipelines
MLOps World - MLOps World & Generative AI World 2024
Debadyuti Roychowdhury
Sehyo Chang
mlops
machine-learning
edge-computing
ml-pipelines
distributed-systems
streaming-architecture
rust
webassembly
data-validation
model-deployment
observability
event-driven-architecture
31 min
Evolving with AI: Insights from Nylas' Generative AI Journey
MLOps World - MLOps World & Generative AI World 2024
Nadia Rauch
generative-ai
ai
machine-learning
llm
large-language-models
nylas
automation
developer-workflow
api-development
data-annotation
model-deployment
python