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37 min
The Power of Local AI
MLOps World - MLOps World & Generative AI World 2024
Christian Crowley
local-ai
private-ai
open-source-models
personalization
sanctum-ai
artificial-intelligence
large-language-models
llm
privacy
security
hugging-face
data-privacy
42 min
Efficiently Fine-Tune And Serve Your Own LLMs
MLOps World - MLOps World & Generative AI World 2024
Alex Sherstinsky
llm-fine-tuning
predibase
ludwig
lorax
large-language-models
lora
parameter-efficient-fine-tuning
peft
transformer-models
mistral-7b
model-serving
inference
17 min
Enhance Cost Efficiency in Domain Adaptation with PruneMe
MLOps World - MLOps World & Generative AI World 2024
Shamane Siri
domain-adaptation
continual-pretraining
ai-research
llm
large-language-models
pruning
cost-efficiency
model-optimization
transformer
nlp
41 min
Lessons learned from scaling large language models in production
MLOps World - MLOps World & Generative AI World 2024
Matt Squire
ray-serve
large-language-models
llm
rag
mlops
gpu
performance-optimization
inference
scaling
python
fastapi
kubernetes
vm
vector-database
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
33 min
Running prompts at CI does not make your GenAI app enterprise ready
MLOps World - MLOps World & Generative AI World 2024
Jakob Frick
production-ai
genai
generative-ai
llm
large-language-models
enterprise-ai
continuous-integration
ci-cd
observability
telemetry
prompt-engineering
testing
36 min
Making Enterprise GenAI Safe and Effective - Tools and Approaches
MLOps World - MLOps World & Generative AI World 2024
Rahm Hafiz
Dan Adamson
moderation
constitutional-ai
privacy
security
bias-detection
data-leakage
prompt-injection
enterprise-ai
retrieval-augmented-generation
rag
api
fine-tuning
guardrails
large-language-models
llm
ai-safety
generative-ai
genai
58 min
Building AI Applications as a Developer
MLOps World - MLOps World & Generative AI World 2024
Roy Derks
Alex Seymour
tool-calling
developer-toolkit
watsonx-ai
ai
large-language-models
llm
rag
retrieval-augmented-generation
ai-agents
prompt-engineering
javascript
python
59 min
LLMidas' Touch; Safely Adopting GenAI for Production Use Cases
MLOps World - MLOps World & Generative AI World 2024
Gon Rappaport
prompt-injection
hallucinations
generative-ai
genai
llm
large-language-models
mlops
production-ml
rag
ai-security
data-governance
ai-ethics
46 min
Open-Ended and AI Generating Algorithms in the Era of Foundation Models
MLOps World - MLOps World & Generative AI World 2024
Jeff Clune
foundation-models
quality-diversity
open-ended-algorithms
ai-generating-algorithms
evolutionary-algorithms
algorithmic-innovation
artificial-intelligence
machine-learning
large-language-models
reinforcement-learning
deep-learning
generative-ai
27 min
Striking the Balance: Leveraging Human Intelligence with LLMs for Cost-Effective Annotations
MLOps World - MLOps World & Generative AI World 2024
Geoffrey LaPorte
Chris Stephens
ml-models
ai-solutions
computational-cost
human-intelligence
model-performance
experimental-design
data-annotation
machine-learning
large-language-models
llms
automation
data-quality
30 min
A Practical Guide to Efficient AI
MLOps World - MLOps World & Generative AI World 2024
Shelby Heinecke
ai
artificial-intelligence
machine-learning
llm
large-language-models
model-optimization
quantization
small-language-models
function-calling
prompt-engineering
inference
model-efficiency
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