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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
49 min
What It Actually Takes to Deploy GenAI Applications to Enterprises: Custom Evaluation Models
MLOps World - MLOps World & Generative AI World 2024
Alexander Kvamme
Arjun Bansal
ai-deployment
evaluation-models
customer-support
genai
llm
llm-ops
prompt-engineering
enterprise-ai
data-analysis
ai-development
machine-learning
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
45 min
The BEST component for your RAG system
MLOps World - MLOps World & Generative AI World 2024
Jeffrey Kim
auto-ml
data-optimization
language-models
evaluation-data
human-in-the-loop
benchmark
rag
retrieval-augmented-generation
llm
natural-language-processing
information-retrieval
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
32 min
Mastering LLM Fine-Tuning
MLOps World - MLOps World & Generative AI World 2024
Maxime Labonne
data-generation
model-merging
supervise-fine-tuning
parameter-efficient-fine-tuning
peft
dpo
llm
fine-tuning
machine-learning
artificial-intelligence
lora
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
45 min
LeRobot: Democratizing Robotics
MLOps World - MLOps World & Generative AI World 2024
Remi Cadene
humanoid-robotics
robot-arms
diff-models
transformers
robotics
generative-ai
deep-learning
python
open-source
ai
llm
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
32 min
Memory Optimizations for Machine Learning
MLOps World - MLOps World & Generative AI World 2024
Tejas Chopra
model-pruning
neural-networks
cpu
data-quantization
machine-learning
llm
memory-optimization
quantization
inference
deep-learning
transformer-models
gpu
35 min
RAG Hyperparameter Optimization: Translating a Traditional ML Design Pattern to RAG Applications
MLOps World - MLOps World & Generative AI World 2024
Niels Bantilan
hyperparameter-optimization
pipelines
traditional-ml
rag
llm
mlops
ai
generative-ai
inference
orchestration
data-quality
machine-learning
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