Meet the Open Model Builders: "The Lab Notes"

Open models are essential for advancing sovereign AI at a national scale, and countries must build AI systems that are trained on their own data, reflect their languages and dialects, capture their cultural context, and align with their regulatory and societal values.

With NVIDIA Nemotron™ open models, datasets, libraries and techniques, we provide the foundational tools for building the next frontier of agentic AI and show how extreme co-design enables optimization across the full-stack from GPUs to models.

Join us at NVIDIA Nemotron Developer Days to get hands-on training and the exclusive lab notes directly from the NVIDIA Research team.

The Researcher's Toolkit: Open Models, Datasets, and Techniques

Every field needs AI tuned to its own data, goals, and pace of discovery. This summit deep dives into NVIDIA Nemotron, a family of open foundation models, datasets, libraries, and techniques designed to help researchers train, fine-tune, and evaluate models efficiently. We’ll demonstrate how researchers can leverage different components of Nemotron to train custom models and AI agents.

Bryan Catanzaro
VP of Applied Research, Deep Learning, NVIDIA

Agenda

Nemotron Developer Day: Recipes for State-of-the-Art Reasoning Models

Join this half-day intensive masterclass to learn directly from our Nemotron researchers and engineers who are building world-class reasoning models. We will dive deep into topics such as curating high-quality datasets, training techniques, best practices, and key learnings.


Date and Time : April 21 (Tuesday) 1:00 pm - 5:00 pm


Key Focus: SFT, DPO, and RLHF hyperparameter optimization and Nemotron data pipelines

Nemotron Developer Day Agenda (One Day)

1:00 p.m.–1:30 p.m.
Opening Address

The Researcher’s Toolkit: Open Models, Datasets, and Techniques

Bryan Catanzaro, VP of Applied Research, Deep Learning, NVIDIA

1:30 p.m.–2:10 p.m.
Talk

Synthesizing and Scaling AI Training Data for Open Research and Fast Collaboration

Mehran Maghoumi, Senior Deep Learning Engineer, NVIDIA Hyunwoo Kim, Postdoctorate Researcher, NVIDIA

2:10 p.m.–2:50 p.m.
Talk

Inside Nemotron: Techniques for Efficient and Reproducible Foundation Model Pre-Training
Chris Alexiuk, Product Research Engineer, NVIDIA

3:10 p.m.–3:50 p.m.
Talk

Post-Training at Scale: Reinforcement Learning, Alignment, and Cost-Efficient Reasoning With Nemotron

Oleksii Kuchaiev, Senior Director of Applied Research, NVIDIA Hoo Chang Shin, Senior Research Scientist, NVIDIA

3:50 p.m.–4:30 p.m.
Talk

Technical Panel: Bridging the K-AI Builders

Proudly supported by MSIT and NIPA, this initiative is dedicated to accelerating the K-AI ecosystem by connecting homegrown talent with world-class technical insights.

4:30 p.m.–5:00 p.m.
DGX Spark Award and Raffle
5:00 p.m.–6:00 p.m.
Curated Matchmaking (Optional)

Connect directly with NVIDIA through our curated matchmaking program. We bridge the gap between selected participants and NVIDIA experts to foster innovation within the Nemotron ecosystem.

Nemotron Hackathon: Two-Day Sprint for AI Innovators

Push your limits to build the next frontier models and AI agents alongside the architects who created Nemotron. Hackathon Entry includes mandatory Nemotron Developer Day participation.

Dates: April 21 (Tuesday)–April 22 (Wednesday)

Three Paths to the Frontier

   > Track A: Creative Agentic Systems (Building AI agents to solve real problems)

   > Track B: Domain-Specific Nemotron Models (Fine-tuning and RL for models)

   > Track C: Nemotron for SDG (Designing synthetic data pipelines for high‑quality datasets)

Prerequisites

    > NVIDIA Toolkit: Familiarity with Nemotron, NIM™, NeMo™ Framework (NeMo               Megatron Bridge, NeMo RL, NeMo Gym, NeMo Curator, NeMo Data Designer),              NeMo Agent Toolkit

   > Builder Mindset: Ability to turn what you’ve learned into a solution  

   > 1–4 team members

Nemotron Hackathon (Two Days)

Day 1

10:00 a.m.–11:30 a.m.
Welcome and Introductions
1:00 p.m.–5:00 p.m.
Nemotron Developer Day Seoul
5:00 p.m.–7:00 p.m.
Builders' Night: Welcome Reception
7:00 p.m.–9:00 p.m.
Midnight Sprint
8:00 p.m.–9:00 p.m.
Connect with Experts
9:00 p.m.
Overnight Sprint (Optional)

Day 2

9:00 a.m.–10:00 p.m.
Morning Meditation : Reset Your System (Optional)
10:00 a.m.–12:00 p.m.
Morning Sprint
11:00 a.m.–12:00 p.m.
Connect with Experts
12:00 p.m.–3:00 p.m.
Final Sprint and Pitch Prep
1:00 p.m.–2:00 p.m.
Connect With Experts
3:00 p.m.–5:30 p.m.
Final Showcase
5:30 p.m.–7:30 p.m.
Builders' Night: Closing Reception
7:30 p.m.–8:30 p.m.
Closing Ceremony

Build-a-Claw Pop-Up Event

Build Your Own AI Agent

Learn how to quickly build safer agents that run anywhere with OpenClaw and NemoClaw. Whether you’re looking for a live demo with an NVIDIA expert, want to try it yourself on a cloud VM, or get started with a newly purchased DGX Spark™, you can leave with a working agent of your own.

Visit Us: Drop in at the Build-a-Claw booth anytime

Time: April 21–22, 9 a.m.–5 p.m.

Location: dcamp Mapo, 1F Lounge

* By scheduling an appointment, you can fast-track your DGX Spark™ lineup purchase and enjoy an exclusive 'build-a-claw' experience.

Pre-Register to Purchase ›

Get Started

Nemotron Official Repository

Access the comprehensive toolkit for Nemotron, featuring expert cookbooks, optimized training recipes, and seamless deployment examples to accelerate your AI workflow.

Learn More ›

Nemotron Labs Livestreams

Watch the official Nemotron Labs playlist for technical deep dives, live demos, and interactive Q&A sessions designed to help you master the Nemotron ecosystem.

Watch Now ›

Sponsors

Event Details

We invite you to seize this unique opportunity to innovate within the Nemotron ecosystem. Please note that participation will be confirmed following a selective review of all applications.

Nemotron Developer Day - April 21

Nemotron Hackathon - April 21 - 22

Venue

dcamp Mapo  (Naver Map, Google Map)

Mapo-gu, Mapo-daero, 122 (Front1), 5F
1 minute from Gongdeok Station, Exit 4
Seoul,
South Korea