AutoGen: Enabling Next Gen AI Applications via Multi Agent Conversation
29 min

AutoGen: Enabling Next Gen AI Applications via Multi Agent Conversation

MLOps World - MLOps World & Generative AI World 2024
Qingyun Wu
ai generative-ai multi-agent-systems conversational-ai ai-agents llm large-language-models frameworks programming-framework python machine-learning mlops
How to Run Your Own LLMs, From Silicon to Service
31 min

How to Run Your Own LLMs, From Silicon to Service

MLOps World - MLOps World & Generative AI World 2024
Charles Frye
llms large-language-models mlops machine-learning-operations inference gpu quantization tensorrt-llm vllm modal-labs model-serving ai-engineering
Future of Multimodal AI
5 min

Future of Multimodal AI

MLOps World - MLOps World & Generative AI World 2024
Nikita Namjoshi
multimodal-ai generative-ai google-cloud ai-reasoning large-language-models llm large-context-windows caching api transformer-models mlops
Building Composite LLM Systems
30 min

Building Composite LLM Systems

MLOps World - MLOps World & Generative AI World 2024
Urmish Thakker
llm large-language-models open-source artificial-intelligence machine-learning ensemble-methods model-specialization nlp generative-ai mlops inference training
DL-Backtrace: Unveiling Model Decisions
34 min

DL-Backtrace: Unveiling Model Decisions

MLOps World - MLOps World & Generative AI World 2024
Vinay Kumar Sankarapu
deep-learning explainable-ai xai model-explainability mlops machine-learning artificial-intelligence large-language-models nlp computer-vision data-science model-risk-management
Creating our own Private OpenAI API
29 min

Creating our own Private OpenAI API

MLOps World - MLOps World & Generative AI World 2024
Meryem Arik Hannes Hapke
large-language-models llms private-api openai-api self-hosting mlops generative-ai inference-optimization quantization gpu-utilization api-gateway kubernetes
Investigating the Evolution of Evaluation from Model Training to GenAI Inference
39 min

Investigating the Evolution of Evaluation from Model Training to GenAI Inference

MLOps World - MLOps World & Generative AI World 2024
Anish Shah
generative-ai large-language-models llm evaluation-metrics model-training fine-tuning ai-ethics bias-detection toxicity-detection natural-language-processing machine-learning
Evaluating LLM-Judge Evaluations: Best Practices
30 min

Evaluating LLM-Judge Evaluations: Best Practices

MLOps World - MLOps World & Generative AI World 2024
Aishwarya Reganti
llm llm-evaluation generative-ai ai-collusion evaluation-metrics machine-learning mlops prompt-engineering large-language-models ai-bias
Building with Mistral AI
29 min

Building with Mistral AI

MLOps World - MLOps World & Generative AI World 2024
Sophia Yang
ai mistral-ai large-language-models llm multimodal-models open-source-ai fine-tuning ai-agents function-calling generative-ai mlops developer-relations
Large Language Model Training and Serving at LinkedIn
24 min

Large Language Model Training and Serving at LinkedIn

MLOps World - MLOps World & Generative AI World 2024
Dre Olgiati
llm large-language-models ai machine-learning mlops training gpu kubernetes python tensorflow pytorch kernels optimization memory-management transformer
Evolving with AI: Insights from Nylas' Generative AI Journey
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
Building GenAI Infrastructure
13 min

Building GenAI Infrastructure

MLOps World - MLOps World & Generative AI World 2024
Shreya Rajpal
generative-ai genai ai-infrastructure mlops large-language-models llm ai-safety ai-reliability ai-governance ethical-ai monitoring validation