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📄 Research Papers Explained

The latest AI papers broken down — attention, RLHF, diffusion, MoE and more

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Exploring Long Context Language Models // MLOps Reading Group August 2024
Research Papers Explained
Exploring Long Context Language Models // MLOps Reading Group August 2024
MLOps.community Advanced 1y ago
ML and AI as Distinct Control Systems in Heavy Industrial Settings // Richard Howes // Podcast #243
Research Papers Explained
ML and AI as Distinct Control Systems in Heavy Industrial Settings // Richard Howes // Podcast #243
MLOps.community Advanced 1y ago
Evaluating Spotify's Multimillion Item Database // Sanket Gupta // MLOps podcast #232 clip
Research Papers Explained
Evaluating Spotify's Multimillion Item Database // Sanket Gupta // MLOps podcast #232 clip
MLOps.community Advanced 1y ago
Practical Approaches to AI Adoption // Verena Weber // MLOps podcast #224 clip
Research Papers Explained
Practical Approaches to AI Adoption // Verena Weber // MLOps podcast #224 clip
MLOps.community Advanced 1y ago
The Art and Science of Training LLMs // Bandish Shah and Davis Blalock // MLOps Podcast #219
Research Papers Explained
The Art and Science of Training LLMs // Bandish Shah and Davis Blalock // MLOps Podcast #219
MLOps.community Advanced 2y ago
[Exclusive] Zilliz Roundtable // Why Purpose-built Vector Databases Matter for Your Use Case
Research Papers Explained
[Exclusive] Zilliz Roundtable // Why Purpose-built Vector Databases Matter for Your Use Case
MLOps.community Advanced 2y ago
The Evolution of Foundation Models and the Complexity of Automation
Research Papers Explained
The Evolution of Foundation Models and the Complexity of Automation
MLOps.community Advanced 3y ago
The Challenges of Productionizing Machine Learning in the Era of Big Models
Research Papers Explained
The Challenges of Productionizing Machine Learning in the Era of Big Models
MLOps.community Advanced 3y ago
The Importance of Domain Experts in Creating Stress Tests
Research Papers Explained
The Importance of Domain Experts in Creating Stress Tests
MLOps.community Advanced 3y ago
Turning Redis into a Composable, ML Data Platform // Samuel Partee // Coffee Sessions #111
Research Papers Explained
Turning Redis into a Composable, ML Data Platform // Samuel Partee // Coffee Sessions #111
MLOps.community Advanced 3y ago
Federated Learning / Distributed Learning // Sahbi Chaieb // Coffee #51 short clip
Research Papers Explained
Federated Learning / Distributed Learning // Sahbi Chaieb // Coffee #51 short clip
MLOps.community Advanced 4y ago
ML Security: Why should you care? // Sahbi Chaieb // MLOps Coffee Sessions #51
Research Papers Explained
ML Security: Why should you care? // Sahbi Chaieb // MLOps Coffee Sessions #51
MLOps.community Advanced 4y ago
Underspecification Paper Key Takeaways // D. Sculley // MLOps Clips
Research Papers Explained
Underspecification Paper Key Takeaways // D. Sculley // MLOps Clips
MLOps.community Advanced 5y ago
The Godfather Of MLOps // D. Sculley // MLOps Coffee Sessions #32
Research Papers Explained
The Godfather Of MLOps // D. Sculley // MLOps Coffee Sessions #32
MLOps.community Advanced 5y ago
What’s changed in the MLOps ecosystem? Explained by the Godfather of MLOps // Coffee Session Clip
Research Papers Explained
What’s changed in the MLOps ecosystem? Explained by the Godfather of MLOps // Coffee Session Clip
MLOps.community Advanced 5y ago
Explainability, Black boxes and EU white paper on reproducibility
Research Papers Explained
Explainability, Black boxes and EU white paper on reproducibility
MLOps.community Advanced 6y ago
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