Advanced Lessons

torchtune: Easy and Accessible Finetuning in Native PyTorch - Evan Smothers, Meta

The State of the Llama Ecosystem - Joe Spisak, Meta

How I Made $7.2M with Facebook Ads in 90 Days

Real-time metrics in the Performance panel

New Way Now: Wayfair furnishes a new era of developer productivity with Google Cloud's AI

Joao Guilherme Madeira Araújo - Consistency of hyper-parameter selection in value-based Deep RL

Boost Your Brand with Effective SEO Strategies

LLM (Parameter Efficient) Fine Tuning - Explained!

Why you shouldn't wear the "expert" hat.

Why you have TWO lives, not ONE.

Google Ads Tutorial For Medical Practices and Doctors

[Paper Club] Who Validates the Validators? Aligning LLM-Judges with Humans (w/ Eugene Yan)

NVIDIA's New AI: The King is Here!

Build conversational agents that feel like your best team members with Apollo’s Controllable AI.

The Future of Products: Adapting to Change

Lecture 09: Search, Part 1

NVIDIA's Unmatched Leverage of AI for Innovation

Transforming API Output Quality with Assertions // Vikram Rangnekar // MLOps Podcast #259 clip

New Orion AR Glasses from Meta | TechCrunch

Hacks to Make LLM Training Faster - Daniel Han, Unsloth AI

Training MoEs at Scale with PyTorch - Mihir Patel & Brian Chu, Databricks

Lightning Talk: LLMs on Edge with AI Accelerators - Chen Lai, Kimish Patel & Cemal Bilgin, Meta

A Distributed Stateful Dataloader for Large-Scale Pretraining - Davis Wertheimer & Linsong Chu

Pushing the Performance Envelope: An Optimization Study for 3... Suvaditya Mukherjee & Shireen Chand

Lightning Talk: PyTorch/XLA Auto-Sharding - Yeounoh Chung, Google

Torchtitan: Large-Scale LLM Training Using Native PyTorch 3D Parallel... Wanchao Liang & Linsong Chu

vLLM: Easy, Fast, and Cheap LLM Serving for Everyone - Woosuk Kwon & Xiaoxuan Liu, UC Berkeley

Sponsored Keynote: The Lightning AI OSS Stack for Accelerating the AI Lifecycle - Luca Antiga

Keynote: PyTorch Technical Deep Dive - P. Bialecki, P. Wu, W. Constable, K. Khandelwal & M. Yuan

Training MoEs at Scale with PyTorch - Mihir Patel & Brian Chu, Databricks

Keynote: Navigating the Architectural Timeline of LLMs - Sebastian Raschka, Lightning AI

Sponsored Keynote: Accelerating AI: How AMD and PyTorch Drive Innovation with Sea... Anush Elangovan

Keynote Panel Discussion: Responsible AI - K. Rooney, K. Varshney, S. Hooker, A. Madry, R. Bommasani

Sponsored Keynote: Optimizing AI Inference for Large Language Models - Mudhakar Srivatsa, IBM

Lightning Talk: HieroGlyph2Text: A PyTorch-Powered Pipeline for Automated Egyptian H... Susi Gentsch

The Impact and Challenges of Open Source Generative Datasets and Models - Aaron Gokaslan

Lightning Talk: Fast, Scalable Distributed Training with StreamingDataset - Saaketh Narayan

Keynote: Ray: A Distributed Framework for Heterogeneous Computing - Ion Stoica, UC Berkeley

Reinvent Yourself and Be Curious // Stefano Bosisio // MLOps Podcast #264

Pretrainer's Guide to Training Data: Measuring Effects of Age, Domain Coverage, Quality, & Toxicity

Why you should STOP idolizing others.

NEW Llama 3.2 11B vs 90B VISION (Pixtral 12B, GPT4o)

PyTorch vs. TensorFlow

Please Stop Making This Facebook Ads Mistake!

Vini of BHTB Media REVEALS Facebook Ads Strategy for Scaling FAST!

Fabio Pizzati - SynthCLIP: Are we ready for a fully synthetic CLIP training?

Google's SEO Changes: Brand Names Matter More Than Ever!

The Self-Coaching Model that changed my life.