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The Power of Local AI
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
Efficiently Fine-Tune And Serve Your Own LLMs
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
Enhance Cost Efficiency in Domain Adaptation with PruneMe
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
Lessons learned from scaling large language models in production
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
Why AI Apps Don't Work in Prod: AI Reliability Survey
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
Running prompts at CI does not make your GenAI app enterprise ready
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
Making Enterprise GenAI Safe and Effective - Tools and Approaches
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
Building AI Applications as a Developer
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
LLMidas' Touch; Safely Adopting GenAI for Production Use Cases
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
Open-Ended and AI Generating Algorithms in the Era of Foundation Models
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
Striking the Balance: Leveraging Human Intelligence with LLMs for Cost-Effective Annotations
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
A Practical Guide to Efficient AI
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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