Five Challenges of Deploying LLM Systems

preview_player
Показать описание

Five Challenges of Deploying LLM Systems:

0:00 Introduction
0:40 Scaling prompt engineering
1:15 Latency
2:10 Optimization patterns
3:08 Tooling
3:36 Agent policies

LINKS REFERENCED IN VIDEO

PROLEGO GREATEST HITS:

ABOUT PROLEGO
Prolego is an elite consulting team of AI engineers, strategists, and creative professionals guiding the world’s largest companies through the AI transformation. Founded in 2017 by technology veterans Kevin Dewalt and Russ Rands, Prolego has helped dozens of Fortune 1000 companies develop AI strategies, transform their workforce, and build state-of-the-art solutions.
  1. Prolego
Рекомендации по теме
Five Challenges of 0:04:23

Five Challenges of Deploying LLM Systems

LLM Explained | 0:04:17

LLM Explained | What is LLM

Efficiently Scaling and 0:25:14

Efficiently Scaling and Deploying LLMs // Hanlin Tang // LLM's in Production Conference

Risks of Large 0:08:26

Risks of Large Language Models (LLM)

LLM Chronicles #5.6: 0:15:13

LLM Chronicles #5.6: Limitations & Challenges of LLMs

Ethics of AI: 0:06:52

Ethics of AI: Challenges and Governance

Ep 5. How 0:07:08

Ep 5. How to Overcome LLM Context Window Limitations

LLMOps (LLM Bootcamp) 0:49:11

LLMOps (LLM Bootcamp)

Exploring the Latency/Throughput 0:30:25

Exploring the Latency/Throughput & Cost Space for LLM Inference // Timothée Lacroix // CTO Mist...

AI vs Machine 0:05:49

AI vs Machine Learning

How AI Could 0:11:17

How AI Could Empower Any Business | Andrew Ng | TED

Insights from Kaggle 0:55:59

Insights from Kaggle Grandmasters and Experts on Competitive AI and LLM Frontiers | NVIDIA GTC 2024

[SDC23] Trends & 0:30:30

[SDC23] Trends & challenges in AI/LLM business, and how Samsung co-operates with Start-ups

Building LLM Apps 1:16:27

Building LLM Apps & the Challenges that come with it. The What's AI Podcast Episode 16: Jay...

LLM Deployment with 0:08:24

LLM Deployment with NLP Models // Meryem Arik // LLMs in Production Conference Lightning Talk 2

Data Governance Explained 0:05:22

Data Governance Explained in 5 Minutes

#llm deployment space 0:00:38

#llm deployment space challenges (#ai engineer world's fair)

Unlocking the Power 1:24:05

Unlocking the Power of LLMs | From Introduction to Enterprise Deployment #ai #llm

Ep 28. How 0:03:46

Ep 28. How to Host Open-Source LLM Models

what it’s like 0:00:25

what it’s like to work at GOOGLE…

How to Deploy 1:05:23

How to Deploy an LLM on Your Own Machine

LLM Optimization Part 0:06:57

LLM Optimization Part 4 - 5 Techniques to reduce cost of LLM implementation

The HARDEST part 0:00:28

The HARDEST part about programming 🤦‍♂️ #code #programming #technology #tech #software #developer...

MLC LLM: Enabling 0:14:54

MLC LLM: Enabling LLMs To Be Deployed Across Multiple Devices