Streamlining AI Deployments
8 min

Streamlining AI Deployments

MLOps World - MLOps World & Generative AI World 2024
Vasilis Vagias
ai llm mlops deployment optimization inference compiler pytorch docker gpu api
Nebuly's LLM User Feedback Loop
11 min

Nebuly's LLM User Feedback Loop

MLOps World - MLOps World & Generative AI World 2024
Zunair Waseem
llm ai feedback-loop user-feedback mlops generative-ai conversational-ai product-improvement prompt-engineering python
AI Tools Under Control: Keeping Your Agents Secure and Reliable
6 min

AI Tools Under Control: Keeping Your Agents Secure and Reliable

MLOps World - MLOps World & Generative AI World 2024
Bar Chen
ai ai-agents ai-security ai-reliability prompt-engineering input-validation ai-hallucination guardrails ai-tools api-security
10x Faster AI Evaluations to Ship AI Apps at Lightning Speed
8 min

10x Faster AI Evaluations to Ship AI Apps at Lightning Speed

MLOps World - MLOps World & Generative AI World 2024
Niklas Nielsen
ai generative-ai llm mlops subject-matter-expert auto-feedback latent-space-readout model-evaluation prompt-tuning fine-tuning
Multimodal Agents You Can Deploy Anywhere
10 min

Multimodal Agents You Can Deploy Anywhere

MLOps World - MLOps World & Generative AI World 2024
David Cheng
ai generative-ai multimodal-ai machine-learning mlops artificial-intelligence agents deployment cloud-computing on-premises edge-ai video-analysis speech-translation document-understanding
Toyota's Generative AI Journey
32 min

Toyota's Generative AI Journey

MLOps World - MLOps World & Generative AI World 2024
Ravi Chandu Ummadisetti Stephen Ellis Kordel France Eric Swei
generative-ai ai llm rag data-ingestion mlops automotive manufacturing llm-ops agentic-framework knowledge-management prompt-engineering
How to Leverage Volcano to Improve Resource Utilization in Scenarios Such as AI Pharmaceuticals, Autonomous Driving, and Smart Buildings
34 min

How to Leverage Volcano to Improve Resource Utilization in Scenarios Such as AI Pharmaceuticals, Autonomous Driving, and Smart Buildings

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
William Wang
kubernetes cloud-native resource-utilization ai autonomous-driving smart-buildings high-performance-computing batch-scheduling job-scheduling gpu-sharing
Cloud Native 2.0: Uplift Productivity with Openness and Innovation
8 min

Cloud Native 2.0: Uplift Productivity with Openness and Innovation

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Bill Ren
cloud-native kubernetes cncf open-source productivity digital-transformation ai industrial-production huawei
Sponsored Keynote: Open Source in Bloom at AWS
6 min

Sponsored Keynote: Open Source in Bloom at AWS

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Nathan Taber
kubernetes aws open-source cncf cloud-native security ai data-processing microservices
Approaches to Fairness and Bias Mitigation in Natural Language Processing
31 min

Approaches to Fairness and Bias Mitigation in Natural Language Processing

PyCon - PyCon US 2023
Angana Borah
natural-language-processing nlp bias-mitigation machine-learning ai deep-learning transformer-models bert gpt ai-ethics
Reproducible molecular simulations with Python
31 min

Reproducible molecular simulations with Python

PyCon - PyCon US 2023
Iván Pulido
python molecular-dynamics simulations scientific-computing openmm machine-learning ai reproducibility computational-chemistry computational-physics
Advancements in High-Performance AI/ML through PyTorch's Python Compiler
25 min

Advancements in High-Performance AI/ML through PyTorch's Python Compiler

PyCon - PyCon US 2023
Sam Gross Justin Jeffress Suraj Subramanian
pytorch python ai ml compiler performance gpu deep-learning jit dynamo triton