Monarch Mixer: Making Foundation Models More Efficient - Dan Fu | Stanford MLSys #86

Hardware-aware Algorithms for Sequence Modeling - Tri Dao | Stanford MLSys #87

How Fine-tuning Open Source LLMs Solves GenAI Productionization - Piero Molino | Stanford MLSys #94

EVO: DNA Foundation Models - Eric Nguyen | Stanford MLSys #96

[CMU VASC Seminar] Foundation Models for Robotic Manipulation: Opportunities and Challenges

Democratizing Foundation Models via k-bit Quantization - Tim Dettmers | Stanford MLSys #82

Math Videos: How To Learn Basic Arithmetic Fast - Online Tutorial Lessons

Serving 100s of LLMs on 1 GPU with LoRAX - Travis Addair | Stanford MLSys #84

Foundation Models on Consumer Devices - Tianqi Chen | Stanford MLSys #85

Text2SQL: The Dream versus Reality - Laurel Orr | Stanford MLSys #89

Think Fast, Talk Smart: Communication Techniques

EI Seminar - Danny Driess - Have Large Models Changed Robotics?

ELK Stack Tutorial For Beginners | Elastic Stack Tutorial | DevOps | Intellipaat

Towards Conversational Diagnostic AI - Khaled Saab | Stanford MLSys #95

Project Management Knowledge Areas Explained | Knowledge Areas of Project Management | Simplilearn

Notes on AI Hardware - Benjamin Spector | Stanford MLSys #88

Teaching LLMs to Use Tools at Scale - Shishir Patil | Stanford MLSys #98

EWSC: Diffusion Models Towards High-Dimensional Generative Optimization, Mengdi Wang

Scaling Up “Vibe Checks” for LLMs - Shreya Shankar | Stanford MLSys #97

Hands-On Power BI Tutorial 📊Beginner to Pro [Full Course] ⚡

Automating Enterprises With Foundation Models - Avanika Narayan & Michael Wornow | Stanford MLSys#99