Все публикации

1:14:55

ThunderKittens goes live: AMA and library walkthrough

0:52:27

AI Systems in Government: Challenges & Opportunities - Jared Dunnmon | Stanford MLSys#100

1:08:55

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

1:06:34

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

0:55:01

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

1:04:36

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

0:54:36

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

0:58:13

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

0:44:52

Online A/B Testing of Real-Time Event Detection Systems - David Tagliamonti | Stanford MLSys #93

0:59:21

The Next 100x - Gavin Uberti | Stanford MLSys #92

1:11:17

Large Language Models for Program Optimization - Osbert Bastani | Stanford MLSys #91

0:52:56

Multimodal Reasoning: PaLM-E & Gemini - Aakanksha Chowdhery | Stanford MLSys #90

0:57:05

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

1:16:48

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

1:19:06

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

0:56:32

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

0:47:35

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

0:59:17

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

0:55:59

Training LLMs at Scale - Deepak Narayanan | Stanford MLSys #83

0:58:25

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

0:58:29

A Taxonomy of ML for Systems Problems - Martin Maas | Stanford MLSys #81

0:58:07

ML for ML Compilers - Mangpo Phothilimthana | Stanford MLSys #80

1:02:38

AI Safety, RLHF, and Self-Supervision - Jared Kaplan | Stanford MLSys #79

1:00:29

Common Sense as Dark Matter - Yejin Choi | Stanford MLSys #78